Vehicle automatic transmission control system

Abstract: A system for controlling automatic continuously variable transmission equipped with a motor vehicle utilizing fuzzy logic. In the system, fuzzy production rules have been prepared based upon an expert driver's judgments and operation made on a vehicle with a manually shifted transmission. Various operating conditions including opening degree of a throttle valve and road speed of the vehicle are detected and from the detected value, various predictions are made such as an appropriateness of vehicle response determined from the reserve motive force with respect to a gear ratio shift intended by the driver and engine output change that would occur should the transmission be shifted to the gear ratio. These measured or estimated value are put on a common scale named universe of discourse and membership values of the rules are successively calculated. Among the rules, one rule is finally selected and according to the gear ratio indicated in the selected rule, the current gear ratio is shifted up or down or is held at the present ratio.

Description: This invention relates to a vehicle automatic transmission control system and more particularly to a vehicle automatic transmission control system which applies fuzzy logic to enable control resembling that based the judgments and operations of an expert driver in the case of a conventional manually shifted vehicle transmission. In driving a vehicle equipped with a conventional manually shifted transmission, the driver judges the appropriate time or instant for changing gears on the basis of his observation of the surrounding circumstances and the vehicle operating state and then, when has determined that the time is right, operates the clutch pedal and the gearshift lever to shift the transmission to what he has decided is the appropriate gear. This is a fairly troublesome operation, especially because it has to be done quite frequently, and to make it unnecessary there has been developed the automatic transmission. Today, the majority of new vehicles sold are equipped with automatic transmissions. The control system for one type of automatic transmission includes a shift valve as one member of a hydraulic circuit. To one side of this valve there is applied a throttle pressure proportional to the degree of opening of the throttle and to the other side there is applied a governor pressure proportional to the vehicle speed, and gear changing is carried out automatically by supplying/cutting off hydraulic pressure to/from a gear clutch in accordance with the ratio between the two pressures. More recently, this type of control has been replaced with an electronic control system employing a microcomputer which has a gearshift program stored in a memory thereof. In this system, the degree of throttle opening and the vehicle speed are used as address data for retrieving the proper time for changing gears from the gearshift program and then a solenoid valve is energized/de-energized accordingly to drive the shift valve so as to cause it to shift the transmission. In the conventional automatic transmission the time for changing gears is determined solely on the basis of the degree of throttle opening and the vehicle speed instead of in accordance with the judgment and operations of the driver himself. This inevitably causes unnatural gear changing. For example, when the vehicle is running up hill and the driver returns the throttle opening to that for cruising on level ground, the transmission will shift up, depending on the vehicle speed at the time. As a result, the amount of reserve power available will become insufficient, making it necessary for the driver to press down on the accelerator pedal again, which will cause the transmission to shift down. This shiftup, shiftdown cycle will repeat itself, giving the driver the impression of being busy. This same problem also arises in such cases as when the vehicle is used to pull a camper, when the weight of the vehicle changes because of a change in the weight of the load or the like, or when the engine charging efficiency declines during driving at high altitudes. The answer to why the driver presses down on the accelerator pedal and thus opens the throttle valve is simply that he wants to accelerate and expects that when he depresses the accelerator pedal further the vehicle will respond to his desire. Stated in another way, the reason that the aforesaid problem arises is that the control system issues a gearshift command notwithstanding that the vehicle has been deprived of sufficient controllability by a decrease in reserve power. Thus, the problem arises because the control system does not do what it should do, namely, to accurately ascertain the motive force and the driving resistance and shift up only after confirming that the motive force is greater than the driving resistance, i.e. after confirming that there is reserve force available. A way for overcoming this problem was recently proposed in Japanese Laid-open Patent Publication No. 60(1985)-143133. According to the proposed technique, the amount of torque desired by the driver is determined from the amount of depression of the accelerator pedal and the desired acceleration is calculated by subtraction of the pre-calculated climbing resistance. Further, the one among a plurality of pre-prepared optimum fuel-economy gearshift diagrams which is best matched to the calculated climbing resistance is selected, the degree of opening of the throttle is controlled on the basis of data obtained from the constant acceleration locus on the selected gearshift diagram, and the new degree of throttle opening and the vehicle speed are used as address data for determining from the gearshift diagram what gearshift operation should be carried out for maintaining the acceleration prior to the change in the degree of throttle opening. With this prior art method, however, while the gearshift judgment is made with consideration being given to the torque desired by the driver, it is after all made solely on the basis of a predetermined gearshift diagram and thus is able to respond only to preset conditions. What is more, as in the earlier controls, this technique also determines the gearshift timing solely on the basis of the degree of throttle opening and the vehicle speed and in this point it has the same shortcomings as the earlier controls. In other words, if the vehicle were one with a manually shifted transmission, the driver would have been aware that he was driving up hill and avoided making an improper shiftup at the time of changing gears. That is, because he has a grasp of the surrounding circumstances and other aspects of the vehicle operation, the driver of the vehicle with the manually shifted transmission would be aware of a magnitude of the motive force and would also anticipate the increase/decrease in the tractive force apt to result if he should shift gears. He would thus decide when to shift gears by selection from among the various rules he has learned through his driving experience. What this means is that the aforesaid inconvenience of the conventional control arises because the judgments and operations of the human driver are ignored, i.e. not reflected in the control. More specifically, in the conventional vehicle gearshift control systems the gearshift timing is, as a basic principle, decided mechanically from the degree of throttle opening and the vehicle speed, and thus is not capable of determining this timing on the basis of a large number of vehicle operation variables. As a result, the aforesaid problems cannot be avoided. What is more, the situation described in the foregoing is true not only of multi-step transmission but also of continuously variable transmissions. This is because the continuously variable transmission also varies the speed ratio (gear ratio) according to the running state of the vehicle and in this point is no different than the multi-step transmission. In this specification, therefore, the term "gearshift" is sometimes used to mean both changing of gear position in a multi-step transmission and the changing of the speed ratio in the continuously variable transmission. US-A-4720793 discloses another automatic transmission control system for an electronic combined continuously-variable transmission (CVT) and engine control, in which the instantaneous CVT ratio is controlled according to a linear computation based on the vehicle operating conditions and the desired drive force. The preamble to claim 1 is based on this document. It is therefore an object of the invention to provide a vehicle automatic transmission control system which overcomes the drawbacks of the prior art. Another object of the invention is to provide a vehicle automatic transmission control system which incorporates in its system of automatic transmission control the judgments and operations of the driver of a vehicle with a manually shifted transmission, whereby gearshift judgments resembling those made at the volition of a human being become possible. Further object of the invention is to provide a vehicle automatic transmission control system in which various parameters indicating vehicle operating conditions including the reserve motive force are detected and calculated and fuzzy reasoning is carried out on the parameters to determine a suitable gear ratio to be shifted at the situation now the vehicle is running. Still further object of the invention is to provide a vehicle automatic transmission control system of the aforesaid type which can be applied for the control of both multi-step transmission and continuously variable transmission. According to the present invention, there is provided a system for controlling a continuously variable vehicle automatic transmission, comprising: first means for determining operating condition of the vehicle including engine speed, degree of throttle opening, change in the throttle opening degree, vehicle speed, change in the vehicle speed, the gear ratio currently engaged, and the output desired by the driver; means for determining a gear ratio to be shifted using the determined value; and actuator means for driving a gear ratio shift mechanism in response to the determined gear ratio; characterised in that it further comprises: second means for calculating the driving resistance and for evaluating the motive force to be generated at one or more gear ratios to which it is possible to shift from the current gear ratio, to predict change in the reserve motive force, which would occur upon shifting to each of such gear ratios, said second means determining said gear ratios by multiplying the current gear ratio by one or more predetermined coefficients; and in that said determining means further comprises: third means for establishing a membership function of a fuzzy set on the determined values and the predicted values; and fourth means for carrying out fuzzy reasoning on the basis of the determined values and the predicted values using the membership function assigned thereto to determine a gear ratio to be shifted. The present invention provides a system for controlling a vehicle automatic transmission. In the system, various operating condition including engine speed, opening degree of a throttle valve and road speed of the vehicle or the like are determined and from the determined values, various calculations and predictions are made such as change in the reserve motive force that would occur should the current gear ratio be shifted to a given gear ratio. These measured and estimated values are put on a common scale named universe of discourse and fuzzy reasoning is carried out to determine a gear ratio to be shifted. These and other objects and advantages of the invention will be more apparent from the following description and drawings given by way of example only in which: Figure 1 is a schematic diagram showing the overall arrangement of the vehicle automatic transmission control system ; Figure 2 is a block diagram showing the arrangement of a control unit in the system; Figure 3 is a main routine flowchart showing the operation of the control unit; Figure 4 is a flowchart showing a subroutine of the main routine, for determining a gearshift command value; Figure 5 is a graph for explaining an operation carried out in the subroutine of Figure 4, for computing the acceleration and the amount of change in throttle opening; Figure 6 is a flowchart showing a subroutine of the flowchart of Figure 4, for computing a PS ratio; Figure 7 is a graph for explaining the computation of a PS% in the flowchart of Figure 6; Figure 8 is a graph for explaining the computation of horsepower output in the flowchart of Figure 6; Figure 9 is a flowchart showing a subroutine of the flowchart of Figure 4, for computing a desired PS ratio; Figure 10 is a chart for explaining the computation of the desired PS ratio in the flowchart of Figure 9; Figure 11 is a graph for explaining the computation of an adjustment coefficient used in the flowchart of Figure 9; Figure 12 is a flowchart showing a subroutine of the flowchart of Figure 4, for computing a post-gearshift engine speed; Figure 13 is an explanatory chart showing an example of the computation in the flowchart of Figure 12; Figure 14 is a flowchart showing a subroutine of the flowchart of Figure 4, for computing a desired post-gearshift PS ratio; Figure 15 is a flowchart showing a subroutine of the flowchart in Figure 4, for computing a control toughness; Figure 16 is a graph showing vehicle dynamics for explaining the basis of the control toughness; Figure 17 is a graph for explaining a torque ratio used in the flowchart of Figure 15; Figure 18 is a graph for explaining a mean torque computed in the flowchart of Figure 15; Figure 19 is a graph for showing a change of throttle opening; Figure 20 is a graph for explaining an acceleration adjustment; Figure 21 is a graph for explaining the basis of the adjustment; Figure 22 is a graph for explaining a membership function of the control toughness; Figure 23 is a flowchart showing the main routine for retrieving fuzzy production rules; Figures 24(a) to 24(e) are charts for explaining the fuzzy production rules; Figure 25 is a flowchart showing a subroutine of the flowchart of Figure 23, for computing a membership value; Figure 26 is an explanatory chart showing data stored in a ROM for use in the computation of Figure 25; Figures 27 and 28 are explanatory charts showing computation tables used in the computation of Figure 25; Figure 29 is a flowchart showing a subroutine of the flowchart of Figure 23, for compiling a retrieval matrix; Figure 30 is an explanatory chart showing a rule matrix stored in a ROM for use in a computation in the procedure of the flowchart of Figure 29; Figure 31 is a chart for explaining the retrieval matrix; Figure 32 is a flowchart showing an output determination subroutine of the flowchart of Figure 23; Figures 33 and 34 are explanatory charts showing tables stored in a ROM and a RAM for use in the subroutine of Figure 32; Figure 35 is a schematic drawing of the overall arrangement of a control system for a continuously variable transmission in accordance with the invention, primarily illustrating the hydraulic circuit of the system; Figure 36 is a magnified sectional view showing the structure of a hydraulic axial piston motor used in the system of Figure 35; Figure 37 is a main routine flowchart showing the operation of a speedchange control unit of the control system of Figure 35; Figure 38 is a flowchart showing a subroutine of the flowchart of Figure 37, for determining a speedchange command value; Figure 39 is a flowchart showing a subroutine of the flowchart in Figure 38, for computing a post-speedchange engine speed; Figure 40 is a graph for explaining membership values of a speedchange ratio used in the second embodiment; Figure 41 is a graph for explaining membership values of a ratio change coefficient used in the second embodiment; Figure 42 is a flowchart showing a subroutine of the flowchart in Figure 38, for computing a post-speedchange PS ratio; Figure 43 is a flowchart showing a subroutine of the flowchart in Figure 38, for computing a control toughness; Figure 44 is a flowchart showing a subroutine of the flowchart of Figure 38, for carrying out fuzzy reasoning; Figures 45(a) to 45(e) are charts for explaining the fuzzy production rules used in the second embodiment; and Figure 46 is a chart for explaining the fuzzy reasoning in the second embodiment. Embodiments of the invention will now be described with reference to the attached drawings. Figure 1 is a schematic diagram showing the overall arrangement of the vehicle automatic transmission control system according to the present invention, in which the reference numeral 10 denotes the main unit of an internal combustion engine. The main engine unit 10 is connected with an air intake passage 12 having an air cleaner 14 attached to its far end. The flow rate of the intake air supplied to the main engine unit 10 via the air cleaner 14 and the air intake passage 12 is controlled by a throttle valve 16 linked with and operated by means of an accelerator pedal (not shown) located on the vehicle floor in the vicinity of the driver's seat. A fuel injection valve (not shown) for supplying fuel to the engine is provided at an appropriate portion of the air intake passage 12 in the vicinity of the combustion chamber (not shown). The intake air mixed with the fuel enters the combustion chamber and, after being compressed by a piston (not shown), is ignited by a spark plug (not shown). The fuel-air mixture burns explosively and drives the piston. The driving force of the piston is converted into rotating motion which is made available at an engine output shaft 18. The stage following the main engine unit 10 is a transmission 20. The output shaft 18 is connected with a torque converter 22 of the transmission 20 and is linked with a pump impeller 22a thereof. A turbine runner 22b of the torque converter 22 is connected with a main shaft 24 (the transmission input shaft). A countershaft 26 (the transmission output shaft) is provided in parallel with the main shaft 24 and between the two shafts there are provided a first speed gear G1, a second speed gear G2, a third speed gear G3, a fourth speed gear G4 and a reverse gear GR, and these gears are provided respectively with multi-plate hydraulic clutches CL1, CL2, CL3 and CL4 (the clutch for the reverse gear is omitted from the drawing in the interest of simplicity). The first speed gear G1 is further provided with one-way clutches 28. To these hydraulic clutches is connected a hydraulic line 30 which interconnects a source of hydraulic pressure and a tank (neither shown). A shift valve A 32 and a shift valve B 34 are provided in the hydraulic line 30. The positions of the two shift valves are changed by the energization/deenergization of respective solenoids 36 and 38, whereby the supply/removal of hydraulic pressure to/from the aforesaid clutches is controlled. The torque converter 22 has a lock-up mechanism 40, whereby the turbine runner 22b and the output shaft 18 can be directly connected in accordance with a command from a control unit to be explained later. Moreover, the countershaft 26 is connected with a rear axle 44 through a differential 42. The rear axle 44 has rear wheels 46 at its opposite ends. The main engine unit 10, transmission 20 and differential 42 are mounted on a chassis (not shown) which, in turn, has a frame mounted thereon, thus constituting the vehicle. In the vicinity of the throttle valve 16 of the air intake passage 12 there is provided a throttle position sensor 50 constituted as a potentiometer or the like for detecting the degree of opening of the throttle valve 16. In the vicinity of a rotating member of the main engine unit 10, e.g. near a distributor thereof, there is provided a crankshaft angle sensor 52 constituted as an electromagnetic pickup or the like. The crankshaft angle sensor 52 detects the position of the piston in terms of the crankshaft angle and produces a signal once every prescribed number of degrees of crankshaft rotation. In the vicinity of a brake pedal (not shown) provided on the vehicle floor in the vicinity of the driver's seat there is provided a brake switch 54 for detecting depression of the brake pedal. At an appropriate location near the transmission 20 there is further provided a vehicle speed sensor 56 constituted as a reed switch or the like for detecting the running road speed of the vehicle. The outputs of the sensors 50, 52, 54 and 56 are sent to a transmission control unit 60. The transmission control unit 60 also receives an output from a range selector switch 62 for detecting the selected position of a range selector and an output from a shift position switch 64 for detecting the selected shift (gear) position. Figure 2 is a block diagram showing the transmission control unit 60 in detail. As shown in this figure, the output from the throttle position sensor 50 input to the transmission control unit 60 is first sent to a level conversion circuit 68 where it is amplified to an appropriate level and the amplified signal is forwarded to a microcomputer 70. The microcomputer 70 has an input port 70a, an A/D converter 70b, a CPU 70c, a ROM 70d, a RAM 70e, an output port 70f, group of registers and counters (neither shown). The output from the level conversion circuit 68 is input to the A/D converter 70b whereby it is converted into a digital value, and the digital value is temporarily stored in the RAM 70e. The outputs from the crankshaft angle sensor 52 and the like input to the transmission control unit 60 are first waveshaped in a waveshaping circuit 72 and then input to the microcomputer through the input port 70a to be temporarily stored in the RAM 70e. On the basis of these raw measured values and various other computed values derived therefrom, the CPU 70c determine a gearshift command value, as will be explained later. The determined gearshift command value is sent through the output port 70f to a first output circuit 74 and/or a second output circuit 76 which energize/deenergize the solenoids 36 and 38 accordingly so as to shift the transmission 20 or to hold the present gear. This shifting of gears can be conducted, for example, such that the fourth speed gear is engaged when both of the solenoids are deenergized (off). The operation of solenoids to shift a transmission is, however, well known and not being a feature of the present invention, will not be explained here. The operation of the control system will now be explained with respect to the flowcharts of Figure 3 and later figures. Before going into a detailed description, however, the general features of the control system will first be explained. What characterizes the control system according to the present invention is that it is constituted to apply fuzzy logic so as to determine gearshift timing in a manner that resembles determination through human volition. Since fuzzy logic has been applied in various fields in recent years, the principles of this kind of control will be discussed only briefly in this specification. In fuzzy logic control, the state of the subject to be controlled is ascertained in approximate terms and control values are determined on the basis of the approximate ascertainment using rules (called "fuzzy production rules") expressed linguistically in the form "If such and such then do such and such." In the production rules, the condition judgment standards and the content of operations are treated as approximated amounts and are quantified by using membership functions. Hence, the system creates a model of control operations exhibiting high flexibility and adaptability. Thus, since the expression of human knowledge is approximated, fuzzy logic is well adapted for use with the so-called expert systems which enable the knowledge and judgments of an expert to be incorporated into a computer system. The present control system is based on these principles. Therefore, in the present control system, tasks such as that of compiling the fuzzy production rules required for application of fuzzy logic have to be carried out at the time of designing the control system for the automatic transmission, and during actual driving the control values are determined on the basis of this control algorithm. More concretely, the process is as follows. (1) Compiling of fuzzy production rules As will be explained later, an appropriate number of linguistically expressed rules such as "If the engine speed has become extremely high then shift up one speed gear so as to protect the engine" are created. These rules are compiled by analyzing the judgments and operations of an expert driver of a vehicle with a manually shifted transmission and then selecting from among the rules of experience that can be induced from these judgments and operations. (2) Setting parameters and membership functions At the same time, the parameters to be used for ascertaining the state of the subject of control are decided, the parameters (variables) to be used with the respective production rules are selected, and evaluation standards are set by fixing parameter membership functions (the state expressed by a membership function being referred to as a "fuzzy label"). In the present system, as the parameters there are used both the raw values of a physical property detected by the sensors and computed values including estimated values and predicted values obtained as, for example, by differentiating the raw values. Specifically, these parameters are, for example, the engine speed, the degree of throttle opening, the vehicle speed, the throttle opening change, the acceleration and the like. As shown in Figures 24(a) to 24(e), a parameter is represented on a horizontal axis (the universe of discourse) and is given an appropriate waveform (the aforesaid membership functions and the vertical axis is assigned values between "0" to "1.0" referred to as "membership values (grades)". These are the preparatory tasks that have to be carried out at the time of designing the vehicle. In the preparatory stage, it is also necessary to select the sensors for detecting the selected parameters and to store in the memory of the control unit microcomputer the rules and the like as well as processing procedure commands and the like. (3) Control during running of the vehicle During running of the vehicle, the CPU 70c of the microcomputer receives (or computes) the parameters, refers to the rules, selects one of the rules through fuzzy reasoning, and after deciding what the result of the control is to be (e.g. shiftup by one gear position), energizes/deenergizes the prescribed one(s) of the solenoids 36 and 38 so as to engage the next higher gear. In this fuzzy reasoning, membership values are computed for the parameters related to each rule and the smallest computed value is defined as the evaluation index for the rule concerned. Then the rule with the largest evaluation index is selected. This type of mini-max processing is widely used in fuzzy reasoning. The operation of the present control system will now be explained with reference to the flowchart of Figure 3. The program of this flowchart is restarted at appropriate intervals of, for example, 10 to 40 milliseconds. The flowchart of Figure 3 shows the main routine for transmission control. To begin with, the values being output by the sensors at the start of the program are read and stored in the RAM in step S10. The detected values read at this time are the engine speed Ne(rpm) computed from the number of signals output by the crankshaft angle sensor 52 over a prescribed period of time, the vehicle speed V(km/h), the throttle opening ϑTH (degrees), the current gear position signal So computed from the ratio between the rotation speeds of the transmission input and output shafts or from the engine speed, throttle opening, vehicle speed and the like, the time from last shift operation t SFT(sec) (not the output of a sensor but the time measured by the microcomputer time counter; an appropriate flag register is turned on when a shift command is issued by the microcomputer and the time lapse from this turn-on operation is measured), the on/off signal BKe-ON/OFF from the brake switch 54, and the range position signal PRANGE from the switch 62. The procedure then advances to step S12 where it is determined whether the range selector is in D range and if it is, the procedure advances to step S14 in which it is judged whether or not a shifting operation is in progress. This judgment is made by referring to the aforesaid gearshift command flag. When it is determined in step S14 that a shifting operation is not in progress, the procedure moves to step S16 in which the gearshift command value is set. This operation will be explained below. When the determination is NO in step S12 or YES in step S14, the program procedure is immediately discontinued. Figure 4 is a flowchart showing a subroutine for setting the gearshift command value. In step S100 of the subroutine, the vehicle speed V (km/h) and the throttle opening ϑTH (degrees) detected at the start of the preceding program cycle are read out and used to compute the acceleration a (km/h/sec.) (speed deviation) and the throttle opening change DeltaϑTH (degree/sec.). More specifically, as shown in Figure 5, a computation is carried out to obtain the deviation between the value at the start of the current program cycle (time n ) and the value at the start of the preceding cycle (time n-1) (namely, the first differential derivative over the time n-(n-1)). In actual operation, the acceleration is computed as km/h/0.1sec. and the throttle opening change as degree/0.1sec. In the succeeding step S102 the output desired by the driver is estimated from the throttle opening change DeltaϑTH at the current time n and the ratio between the estimated value and the actual output of the vehicle is computed, hereinafter referred to as the "PS ratio". As to the units relating to the PS ratio and to the computation parameters referred to below there will be used the horsepower (PS), the motive force (kgf; usually measured by "N", however "kgf" is used in the description.) and the like. It should be noted, however, that it is alternatively possible to further use the torque (kgf . m) and the acceleration (km/h/sec.). Figures 6, 7 and 8 relate to a subroutine for computing the PS ratio. In step S200 of the flowchart of Figure 6, the throttle opening ϑTH is used as address data for retrieving the rate desired by the driver, hereinafter referred to as the horsepower utilization rate PS%, from a table stored in the ROM 70d. This table represents the experimentally determined relationship between the throttle opening ϑTH (taken on the horizontal axis in Figure 7) and the output characteristics. From the characteristics it can be ascertained that, for example, when the throttle has been opened as far as WOT, the driver at this time desires the maximum output the engine is capable of producing, and when the throttle opening ϑTH is a , he desires a % of the maximum output of the engine. In the following step S202, the current throttle opening ϑTH and engine speed Ne are used as address data for retrieving the horsepower actually generated by the engine, hereinafter referred to as the "actual horsepower PSD" from a map. The nature of this map will be understood from Figure 8. This is also prepared in advance on the basis of experiments. The procedure then advances to step S204 in which the value of the horsepower utilization rate PS% found in step S200 is multiplied by the maximum horsepower i.e. the maximum horsepower which the vehicle is capable of outputting and the actually produced horsepower PSD obtained in the preceding step is divided by the so-obtained product, the result being the aforesaid PS ratio. In other words; PS ratio = (actual horsepower retrieved from map)/(horsepower desired by driver) From this it is possible to ascertain what portion of the horsepower desired by the driver is actually being produced by the vehicle. If the PS ratio is near or larger than "1.0" this means that the desire of the driver is adequately met and can be interpreted to show that the driver is strongly motivated to shift up so that the horsepower will start declining. When the PS ratio is smaller than "1.0" this means that the amount of horsepower is not sufficient to satisfy the driver's desire so that it can be interpreted that the driver is weakly motivated to shift up. Thus this PS ratio can be used as a guideline at the time of shifting up. Returning to Figure 4, the procedure then moves to step S104 in which the amount of change in horsepower desired by the driver is determined from the throttle opening change DeltaϑTH, and the ratio between the desired amount of change and the actual change in horsepower output by the vehicle is calculated, which is hereinafter referred to as a "desired PS ratio EPSRTO". As will be explained later, this desired PS ratio can be used to determine the driver's motivation to shift down. Figure 9 is a subroutine flowchart showing the procedures for computing the desired PS ratio. In the first step S300 of the subroutine it is determined whether or not the value of the throttle opening change DeltaϑTH is negative and if it is, since this means that the throttle valve has been returned in the closing direction, the procedure advances to step S302 in which the desired PS ratio is defined as zero. This is because the desired PS ratio is used for deciding whether or not to shift down, and the fact that there has been a reduction in the amount of throttle valve opening indicates that there is no intention on the part of the driver to accelerate (shift down). When it is found in step S300 that the throttle valve has not been returned in the closing direction, the procedure moves to step S304 in which the throttle opening DeltaϑTHn-1 detected at the previous cycle (at time n-1) and the throttle opening change DeltaϑTH occurred in a period between the previous and current (present) cycles are used as address data for retrieving from a map stored in the ROM the amount of change in horsepower desired by the driver, referred to as a "desired PS change DEPS". The map concerned is prepared from experimentally obtained data and then stored in the ROM. The nature thereof will be understood from Figure 10. Next in step S306, the actual amount of change in horsepower, referred to as a " actual PS change DLTPSD" is computed as follows; Actual PS change = (actual horsepower retrieved from map at time n ) - (actual horsepower retrieved from map at time n-1) These actual horsepowers are retrieved from the aforesaid output map shown in Figure 8 using the throttle opening ϑTH and the engine speed Ne as address data. Thus the computation provides the difference between the value retrieved using ϑTHn and Ne for the time n and ϑTHn and Ne for the time n-1, making it possible to obtain the difference in actual horsepower over the unit time between times n-1 and n . Next in step S308, the actual change in horsepower obtained in the preceding step and an appropriately selected constant GARD are used as address data for retrieving an adjustment coefficient KPS from the table shown in Figure 11 stored in the ROM. Next, in step S310, the desired PS ratio EPSRTO is obtained as follows; Desired PS ratio = (Kps x desired horsepower change)/actual horsepower change + GARD) In this equation, the values Kps and GARD are included to eliminate the inconvenience in computation that would otherwise arise when the horsepower change is zero, as may happen in the low engine speed region. As described in the foregoing, the desired PS ratio indicates the ratio between the change in the horsepower actually being output by the vehicle and the change in horsepower desired by the driver, and this ratio is used for judging the motivation of the driver to shift down. Specifically, the judgment is; Desired PS ratio < 1.0 Weak motivation to shift down Desired PS ratio > 1.0 Strong motivation to shift down In other words, the fact that the desired PS ratio is 1.0 or larger means that the driver desires a large amount of horsepower which the vehicle is unable to supply so that it is necessary to shift down so as to increase the driving force. On the other hand, the fact that this ratio is less than 1.0 means the vehicle is able to respond to the driver's desire so that there is no need to shift down. Thus the PS ratio described earlier for use in deciding whether or not to carry out a shiftup operation is not used for deciding whether to carry out a shiftdown operation but instead there is established a separate desired PS ratio for the shiftdown decision. The reason for this is that the PS ratio for judging the motivation of the driver to shift up is computed from the throttle opening, while it was thought more appropriate to judge the motivation of the driver to shift down not from the throttle opening but from the change therein. Returning to Figure 4, in the following step S106 the engine speeds which would result from shifting up or down from the present gear position to all other gear positions are computed. The engine speed following a shift operation will be referred to as the "post-gearshift engine speed." The computation procedure for this purpose is shown in Figure 12. In the first step S400 of this subroutine a counter SFT1 which successively indicates the gear positions to which it is possible to shift is initialize to the initial value of "1". The post-gearshift engine speed is not determined only for a single, specific gear position but for all gear positions to which it is possible to shift from the current gear position So. In the present embodiment which relates to a vehicle with 4 speeds forward, the post-gearshift engine speed is thus found separately for each of the remaining three gear positions. The counter SFT1 is thus used to indicate the gear position with respect to which the computation is currently in progress, and the counter is initialize to SFT1 = 1 in this step meaning that the gear to be shifted into is set first to the first gear position. Next, in step S402, the first gear position (counter value SFT1) and the current gear position So are compared and the maximum number of gear positions it is possible to shift down (CHMIN) is computed. As shown in the example computation in Figure 13, this means that, for example, if the current gear position is the 3rd, it is possible to shift down by two gear positions. The procedure then moves to step S404 in which it is determined whether or not the current gear position is the first and if it is not, the procedure moves to step S406 where the post-gearshift engine speed is computed for the case where the transmission is shifted to the 1st gear, as follows; Post-gearshift engine speed = (overall gear ratio GR of the 1st gear/(overall gear ratio of current position)(rpm) The overall reduction ratio for each gear position is stored in the ROM in advance. Next, in step S408 the difference between the 1st gear (the counter value) and the current gear position is computed to obtain the number of gear positions, shift steps, and in step S410 the post-gearshift engine speed is stored in the RAM in the column for the gear position concerned. In this case, as shown in Figure 13, the values for lower gear position numbers are stored as CnDNE and those for higher gear position numbers are stored as CnUNE ( n : gear;) therefore in the current case n = 1). In the succeeding step S412 it is determined whether or not the counter value SFT1 has reached "4", i.e. whether the top gear has been reached. Since the computation is started from the 1st gear, the top gear is of course not reached in the first cycle following startup. Thus in step S414 the counter value is incremented and the post-gearshift engine speed is computed for the second and higher gears excluding the current gear position. Then when it has been confirmed that the top gear has been reached, the procedure moves to step S416 in which the number of gear positions between the current gear position and the top gear is computed, the result being defined as the maximum number of gear positions it is possible to shift up (CHMAX). Returning to the flowchart of Figure 4, the procedure next moves to step S108 in which the ratio between the change in horsepower desired by the driver and the change in actual horsepower expected after the shiftdown operation, referred to as the desired post-gearshift PS ratio CnDPSR, is computed. To explain, in the system of the present invention, the amount of change in horsepower desired by the driver is estimated from the driver's operation of the throttle, the desired change is compared with actual change in horsepower output by the vehicle, and the decision as to whether or not to shift down is made depending on whether or not the change desired by the driver has been realized. This comparison corresponds to finding the aforesaid desired PS ratio. Moreover, when the decision is that it is necessary to shift down, the index used as the basis for deciding which gear position to shift to is the desired post-gearshift PS ratio calculated in step S108. In other words, the desired post-gearshift PS ratio indicates what gear position must be shifted down to in order to realize the change in horsepower desired by the driver. In the case of a shiftup operation, on the other hand, the horsepower desired by the driver is estimated from the current throttle opening and the shiftup decision is made on the basis of a comparison between this estimated horsepower and the actual horsepower being output by the vehicle, i.e. the aforesaid PS ratio. At the same time, in order to avoid a shiftup operation which would result in an extreme decrease in the reserve horsepower and an accompanying loss of vehicle operability, there is introduced into the system a concept, so-called "control toughness", for which purpose there is established a coefficient indicating the appropriateness of vehicle response to change in the throttle opening. The control toughness concept will be discussed later. In the system according to this invention, fuzzy logic is used in conjunction with the various indices and parameters including the concept for judging the degree of satisfaction of fuzzy production rules and determining control command values. The desired post-gearshift PS ratio will now be explained with reference to the flowchart of Figure 14. First, in step S500, similarly to what was explained earlier in connection with the desired PS ratio, it is confirmed whether or not the throttle valve has moved in the closing direction, the fact that it has not being taken as an indication that the driver at least has no intention of shifting down. If it is found that there has been no closing of the throttle valve, the procedure then moves to step S502 in which a counter STEP which has stored the value obtained in S408 of the flowchart of Figure 12 and indicating the number of gear positions is decremented by one. This value is set on the assumption of a one gear position shiftdown. The procedure then advances to step S504 in which, similarly, it is judged whether or not the aforesaid gear position one speed shifted down exceeds the maximum number of gear positions it is possible to shift down (CHMIN) obtained in step S402 of the flowchart of Figure 12. When it exceeds the value CHMIN, as for example when the current gear position is the first and it is impossible to shift down one gear position, the computation is immediately discontinued since it is meaningless. On the other hand, when it does not exceed the value CHMIN and it is thus possible to shift down, the procedure moves to step S506 in which the post-gearshift engine speed and the current throttle opening are used as address data for retrieving from the aforesaid PS map of Figure 8 the horsepower CPS that would be output if the transmission should be shifted down by one gear position. In this case, for the post-gearshift engine speed there is used the value C1DNE for one gear position lower which was stored in the RAM as the down-side value when data was stored in step S410 of the flowchart of Figure 12. In the following step S508, the horsepower increase CDELTA resulting from the shifting operation is computed by subtracting the anticipated horsepower CPS from the current horsepower PSD (computed in the flowchart of Figure 6) and then in the following step S510, the desired post-gearshift PS ratio CnDPSR ( n being the number of gear positions shifted down) is computed as follows; Desired post-gearshift PS ratio = desired PS change / (horsepower increase by shifting + GARD) where the desired PS change DEPS computed in the flowchart of Figure 9 is used and the horsepower increase is a value just calculated at the preceding step (S506). The value GARD is a constant to prevent division by zero. The procedure then advances to step S512 in which the value of the counter for indicating the number of gear positions is decremented, whereafter the foregoing operations are repeated until it is judged in step S504 that the maximum number of shiftdowns possible has been reached. When it is found in step S500 that the throttle valve is being closed, the desired post-gearshift ratio is set to zero in step S514 and the procedure is ended. Returning to Figure 4, the procedure next moves to step S110 in which the control toughness is computed. Figure 15 is a flowchart showing a subroutine for carrying out this computation. Before going into the details of this flowchart, however, a general explanation of the control toughness concept will first be made with respect to Figure 16. The term has been coined by the inventors and means a "coefficient indicating appropriateness of vehicle response to change in throttle opening". The idea of control toughness was conceived in part for the purpose of eliminating the earlier mentioned busy feeling that the driver experiences because of the frequent shifting operations which occur when the vehicle is climbing a hill, pulling a camper or the like. This problem arises because an insufficiency in reserve force results after the driving resistance attributable to the external load on the vehicle is subtracted from the motive force, and the decrease in the remaining force is most pronounced at the time of shiftup when the motive force itself decreases. This will be explained with reference to Figure 16. This graphically shows the remaining force as an amount corresponding to the difference between the current driving resistance and the motive force at full throttle opening, assuming the current engine speed of the running vehicle to be at a speed Ne0. During hill climbing, since the driving resistance also includes the resistance component due to the grade of the hill being climbed, it is higher than at the time of level-ground running. Thus in the conventional system in which the gearshift point is determined solely on the basis of the vehicle speed and the throttle opening, return of the throttle opening to that for cruising while the vehicle is running up hill would result in a shiftup operation, which would cause a reduction in engine speed to a lower speed Ne1 and an accompanying drop in the motive force at full throttle opening, i.e. the post-gearshift motive force. Thus, as shown in the figure, the amount corresponding to the post-gearshift remaining force would decrease, with the result that the transmission would be shifted back down. That is to say, in such a case the vehicle would be unable to respond appropriately to the desire of the driver because the driving resistance is large in comparison to the amount with respect to the post-gearshift remaining force. If it should be possible to take these circumstances into consideration at the instant of judging whether or not to shift up, it would thus be possible to avoid conducting meaningless shiftup operations. In the system according to this invention, therefore, the appropriateness of the vehicle response is viewed in terms of the relationship between the post-gearshift motive force and the driving resistance and expressed as the control toughness, and judgment regarding shiftup is made with consideration being given to the control toughness. More precisely, the shiftup timing is determined in the manner described earlier by using the PS ratio to compare the horsepower desired by the driver with the actual horsepower, while the final decision as to whether or not to actually conduct the shiftup operation is made with reference to the post-shiftup vehicle operability as determined from the control toughness. An explanation will now be made with respect to the computation of the control toughness. First, in step S600 of the flowchart of Figure 15, the current torque TE is calculated as; Current torque TE = (716.2 x actual horse- power)/(engine speed) (kgf·m) where the value 716.2 is the constant conventionally used for converting horsepower to torque. The procedure then moves to step S600 where the torque ratio TR is retrieved from a torque ratio map stored in the ROM. The torque ratio TR is required since the torque input to the automatic transmission is amplified by the torque converter 22 and it is thus necessary to compute the amount of amplification and adjust the torque accordingly. An explanatory graph relating to the torque ratio map is shown in Figure 17, in which the speed ratio is represented on the abscissa and the torque ratio is represented on the ordinate. Here the speed ratio is the ratio between the rotational speeds of the main shaft 24 and the countershaft 26. In the actual computation, the engine speed is used for the rotational speed of the main shaft 24 and the vehicle speed for that of the countershaft 26. The procedure then advances to step S604 in which the computed torque ratio TR is multiplied by the torque TE to obtained the adjusted torque T0. Next, in step S606, the values of the adjusted torque computed over a prescribed number of cycles up to and including the current cycle are averaged. This operation is carried out because there is some delay between the time that a change in throttle opening occurs and the time that this change is reflected in the engine output and it is thus possible to carry out a more accurate computation if the engine output is ascertained as the total output over a prescribed period of time and then averaged. The graph of Figure 18 is for explaining this averaging computation. The torque from the current time n (time of the current control cycle) back over a prescribed number of cycles to the cycle which began at time n-M is summed and the sum is then divided by the number of cycles included in the sum. The averaged torque is labeled as TRQ. The procedure then advances to step S608 in which it is determined from the detection signal from the brake switch 54 whether or not the brake pedal is depressed and if the determination is NO the procedure then moves to step S610 in which a brake timer is decremented. This operation is carried out because the effect of braking is identical with that of applying additional load or driving resistance to the vehicle and it would otherwise be difficult to compute the control toughness accurately since this value is computed from the ratio between the motive force and the driving resistance. Therefore, when it is found that braking is in progress, the procedure moves to step S612 in which the control toughness R1/Q1 is set to "1.0" and the arrangement is such that the rule selected through fuzzy reasoning will not result in the issuance of a shiftup command. Here the term R1 is the driving resistance at the current time and the term Q1 is the motive force at full throttle opening that would be obtained should a gearshift operation be carried out. It should be noted that, however, since the driving resistance is the same before and after the shifting operation, the value R1 could also mean the driving resistance after the shifting operation. Moreover, in accordance with this flowchart, the computation of the control toughness is avoided not only while braking is in progress but also during a prescribed period after braking has been discontinued and the brake pedal has returned to its undepressed state. This ensures the accuracy of the computation even more positively. This is realized by starting a brake timer incorporated in the aforesaid microcomputer in step S614 when it is found in step S608 that braking is in progress and, in parallel with this, decrementing the counter value in step S610 each time that discontinuance of braking is confirmed in step S608. Further, the counter is reset in step S614 when, in step S608, it is detected that braking has been started again in the course of the aforesaid procedure. Needless to say, it may be alternatively possible to use a torque sensor and detect the torque simply. Then in the following step S616, when it is found that the brake timer value has become zero, the procedure advances to step S618 in which it is determined whether or not the vehicle speed V is greater than a prescribed minimum VMINCT of, for example, 2 km/h. This operation is carried out because it is meaningless to carry out a gearshift operation at a vehicle speed less than this minimum. If it is found that the vehicle speed V does not exceed the minimum vehicle speed VMINCT, the control toughness is set at "1.0" and the program is ended. On the other hand, if the vehicle speed exceeds the minimum, the procedure moves to step S622 in which it is determined whether the rate of throttle opening change DeltaϑTH is greater than a prescribed rate of throttle opening DeltaϑTH-OPEN, as shown in Figure 19. If the determination is NO, the procedure goes to step S624 in which it is determined whether the rate of throttle opening change DeltaϑTH is greater than a prescribed rate of throttle closing DeltaϑTH-CLOSE. These operations are carried out because a rapid change in the throttle opening is indicative of a rapidly transient state, and during a rapidly transient state, particularly during rapid acceleration, it takes a certain amount of time after the throttle is opened for the increased amount of fuel to pass through the manifold and into the respective pistons and thus cause an increase in engine output. In view of this time delay, computation of driving resistance RO is discontinued during any period of rapid change in throttle opening and for a prescribed period thereafter. Specifically, when it is found in step S622 or step S624 that the throttle opening is changing rapidly, the procedure goes to step S626 in which reset/start of a throttle timer is conducted, while in step S628 the timer value is decremented each time that it is detected in step S624 that the rapid change in throttle opening has halted. The procedure then advances to step S630 in which it is determined whether or not the timer value has reached zero and if it has, the procedure moves to step S632 in which the current driving resistance R0 is computed as; Driving resistance R0 = [(average torque x transmission efficiency Eta X overall gear ratio GR)/(effective tire radius r )] - [(1 + equivalent mass coefficient) x (vehicle mass M x acceleration a )] [kgf] (1) The transmission efficiency Eta, overall gear ratio GR and vehicle mass M (ideal value) are obtained and stored in the ROM in advance, while as the torque TRQ and the acceleration a there are used, respectively, the value computed in step S606 and the value computed in step S100 of the flowchart of Figure 4. The equivalent mass coefficient is a constant. The reason for computing the driving resistance in the foregoing manner will now be explained. The vehicle dynamics can be found through simultaneous equations resulting from the law of motion as follows; Motive force F - driving resistance R = vehicle mass M x acceleration a [kgf] (2) wherein F = (torque TRQ x gear ratio GR x efficiency Eta)/(effective tire radius r ) [kgf] R = (rolling resistance RO + grade sin ϑ) x vehicle weight Wr + aerodynamic drag (RA x V²) [kgf] The variables in the foregoing equations are the vehicle weight Wr, which varies with the number of passengers and the size of the cargo, and the grade sin ϑ, which differs depending on the inclination of the road surface, and all of these factors are included in the driving resistance R. Therefore, by rewriting the aforesaid equation (2), there is obtained; Driving resistance R = motive force F - (vehicle mass M x acceleration a ) [kgf] Equation (1) is based on this. The procedure then goes to step S633 in which it is determined whether or not the acceleration a is negative and if it is not, the procedure advances to step S634 in which an acceleration assurability h is retrieved from map. Then in the following step S636 the aforesaid driving resistance R0 is adjusted as shown below to obtain an adjusted driving resistance R1. Adjusted driving resistance R1 = R0 + (acceleration assurability h x vehicle mass M x acceleration a ) x SIGN (R0) [kgf] In the above, the words "x SIGN (R0)" means to succeed to the sign, i.e., positive or negative, of the value R0, as often used in the computer software technology. This acceleration adjustment will now be explained, first with reference to Figure 20 which shows the aforesaid acceleration assurability map. In this figure, the acceleration a is represented on the horizontal axis and the acceleration assurability (adjustment coefficient) represented on the vertical axis, for example, is set to decrease with increasing acceleration. In this connection, consider the graph shown in Figure 21. Assume that the vehicle speed V is currently as shown in this graph and a decision is made to shift up at time tn. Assume also that in the control toughness applied in making the decision was R0/Q1. In these circumstances, since the value R0 is calculated back from the law of motion so that it lacks the motive force component corresponding to the inertial resistance in the driving resistance necessary for maintaining the state of acceleration, it represents only the remaining force required for maintaining the current vehicle speed. It is therefore inappropriate as an index. On the other hand, if the full amount of the motive force required for maintaining the state of acceleration should be added to the value R0 to obtain the adjusted value R1 and the control toughness should be based on the value R1/Q1, then in view of the fact that the motive force is certain to decrease when the gear ratio and engine speed decrease with shiftup, the adjusted value R1 would become larger than the force Q1 (R1>Q1) during rapid acceleration and shiftup would rarely occur. This is an unnatural result from the standpoint of normal driving experience. A driver naturally anticipates a decrease in acceleration following a shiftup operation and it is therefore necessary to somehow express his anticipation and make adjustment accordingly. With the arrangement, thus, the shiftup will be always carried out insofar as the state of acceleration can be maintained, whereby smooth vehicle running will be accomplished and the acceleration will not drastically change to cause the driver uncomfortable. Here, regarding the flowchart of Figure 15, it should be noted that when it is found that the throttle opening is changing rapidly, the value of the driving resistance R0n-1 computed in the preceding cycle is used as the value of R0 (step S638). Further, no adjustment is made when the acceleration is negative (step S633). After execution of step S636, the procedure advances to step S640 in which the value of the aforesaid gear position counter is initialized and then to step S642 in which steps S644 through S650 for computing the post-gearshift motive force at full throttle opening Q1 for each of the gear positions to which it is possible to shift up are repeated until the highest shiftup gear position has been reached. More specifically, the first time that the steps S644 through S650 are executed, i.e. when the counter value STEP =1, the presumption is that the shiftup operation will be by one gear position and, in step S644, the maximum horsepower CPSMAX for the next highest gear position is retrieved from the map of Figure 8 using as address data the post-gearshift engine speed CnUNE computed in the flowchart of Figure 12 and the full throttle opening value. Then, in the following step S646, the motive force at full throttle opening Q1 is computed as follows; Motive force at full throttle opening Q1 = (716.2 x post-gearshift horsepower at full throttle opening CPSMAX x overall gear ratio GR x post-gearshift gear transmission efficiency Eta)/(post-gearshift engine speed CnUNE x effective tire radius r ) [kgf] The procedure then advances to step S648 in which the control toughness C1UCT for the case of shifting up by one gear position is computed by dividing the motive force Q1 by the driving resistance R1. The counter value is then decremented in the following step S650 and the procedure returns to step S642 which repeats the aforesaid procedure for a shiftup of two gear positions and a shiftup of three gear positions to obtain the control toughnesses C2UCT and C3UCT. As will be understood from the foregoing, the control toughness indicates what proportion of the maximum motive force would be consumed by the driving resistance at a gear position n higher than the current one and thus indicates the post-gearshift remaining force. It can therefore be understood as a coefficient indicating how appropriately the vehicle is capable of responding to the driver's intention to shift gears. Figure 22 is a graph for explaining the control toughness when it is defined as a membership function. With reference to this graph, when the value R1/Q1 is near or larger than one, this means that there is no reserve force. In such a case, since shifting up would result in insufficient force, the evaluation value (grade) Mu is low. On the other hand, when the value R1/Q1 is negative, this means that the value M x a is large and that the vehicle is running down hill so that the controllability of the vehicle is again low. Therefore, in the illustrated example, shiftup can be conducted within the R1/Q1 range of about 0.2 - 0.5 while still maintaining adequate reserve force. As will be explained later, in the system according to the present invention, gearshift command values are determined by using fuzzy reasoning to evaluate the degree to which the control toughness and the like agree with gearshift rules such as: "If the control toughness is good then shift up one gear position." Returning again to Figure 4, after the control toughness has been computed in step S110, the procedure advances to step S112 in which the gear position into which to shift into is determined through fuzzy reasoning. Figure 23 is a flowchart showing the main routine for retrieving the fuzzy production rules. Before discussing this flowchart, however, a brief explanation will first be given with reference to Figures 24(a) to 24(e) of the rules used in the system according to this invention. Here it should be noted that, as mentioned earlier, these rules, the parameters they use and the fuzzy labels therefore are established at the time of designing the vehicle control system. As shown in the figures, the present embodiment of the invention employs 20 rules. Rule 1 Parameter used Engine speed Ne [rpm; hereinafter the same] Conclusion Shift up one gear Meaning of rule "If engine speed has become extremely high then shift up one gear speed so as to protect engine." This rule is for protecting the engine. It means that when the engine speed has or is liable to enter the red zone above 6000 rpm, the transmission should be shifted up one gear position in order to reduce the engine speed and protect the engine. Rule 2 Parameters used Current gear position So Vehicle speed V [km/h; hereinafter the same] Throttle opening ϑTH [WOT/8 degrees; hereinafter the same. WOT = 84 degrees] Conclusion Shift down to the 1st gear Meaning of rule "If throttle is fully closed, vehicle speed is very low and current gear position is the top then shift down to the 1st gear". This and the next two rules (Rules 3 and 4) are for issuing a command to shift down to the 1st gear in the case where the throttle is completely closed and the vehicle speed is very low, namely for putting the vehicle in its initial operating state. This rule is for the case where the current gear position is the top, while Rules 3 and 4 are for the cases where the current gear position is the 2nd and 3rd, respectively. While the manner in which a given rule is evaluated by fuzzy reasoning will be explained in detail later with reference to Figure 23, a simple explanation will be given here to facilitate understanding of the reasoning. Presume that the current gear position is the 2nd, that the vehicle speed is 10 km/h and the throttle opening is 1/8 degrees. Then in the case of Rule 2, as seen from Figure 24(a), the grades as expressed in fuzzy labels are: current gear position = '0' (since a line drawn vertically up from the 2nd gear position does not intersect the wave, the grade is zero); vehicle speed = 0.95; and throttle opening = 0.95. In the present case, three fuzzy labels are involved and each has a different grade. However, since smallest evaluation value satisfies everything concerned at least within the scope of the rule concerned, the lowest evaluation value, in this case the gear position evaluation value 0 is taken as the evaluation value of Rule 2. This type of evaluation is carried out successively for all twenty rules and the rule with the largest evaluation value is selected as the one being most fully satisfied and this rule is used as the basis for determining the gearshift command value. In the example at hand, the grades with regard to Rule 3 are: current gear position = 0; vehicle speed = 0.95; and throttle opening = 0.95. Thus, the evaluation value of Rule 3 is also zero. As regards Rule 4, the grades are: current gear position = 0.95; vehicle speed = 0.95; throttle opening = 0.95; and evaluation value = 0.95. Thus, if the existence of the other rules is ignored (i.e. if Rules 2, 3 and 4 are assumed to be the only rules that exist), the decision would be to shift from the 2nd gear to the 1st gear in accordance with Rule 4. The reason that Rule 4 was selected from among the similar Rules 2 to 4 was, needless to say, because the current operating condition was most similar to those described in the rule. In the present embodiment, the maximum values set for the membership functions differ from one rule to another. Specifically, in Rule 1 the maximum value is 1.0, while in Rules 2 to 6 it is 0.95 and in Rules 7 to 20 it is 0.9. The reason for this will be explained later. The remaining rules will now be explained. Rule 5 Parameters used Current gear position So Vehicle speed V Throttle opening ϑTH Conclusion Shift down to the 2nd gear Meaning of rule "If throttle is fully closed, vehicle speed is low and current gear position is the top then shift down to the 2nd." This rule is similar to Rules 2 to 4, and prescribes that when the vehicle speed is slow (but not very slow), the transmission should be shifted to the 2nd gear. Rule 6 is identical to Rule 5, except that it relates to the case where the present gear position is the 3rd. Rule 7 Parameters used Engine speed Ne Acceleration a [km/h/0.1sec.; hereinafter the same] Throttle opening change DeltaϑTH [degree/0.1sec.; hereinafter the same] Control toughness R1/Q1 PS ratio Conclusion Shift up one gear Meaning of rule "When vehicle is accelerating and throttle opening is constant, if PS ratio is near 1.0 and control toughness is good then shift up by one gear position." This is the rule for shifting up during acceleration. During acceleration the engine speed should be relatively high, the rate of acceleration is on the rise and the throttle valve is opening (not returning in the closing direction). As was explained earlier, the decision regarding shifting up is made with reference to the PS ratio and the control toughness. Thus if these are in a satisfactory state, it is permissible to shift one gear up even during acceleration. Rule 8 Parameters used Current gear position So Desired PS ratio Conclusion Do not shift Meaning of rule "If throttle has suddenly returned to fully closed position then maintain current gear position." What this means is that the transmission should not be shifted when driving in the top gear if the PS ratio (a yardstick of shiftdown motivation) is small. Rule 9 Parameters used Acceleration a Throttle opening change DeltaϑTH Control toughness R1/Q1 Engine speed Ne Conclusion Shift up one gear Meaning of rule "When vehicle is accelerating moderately, if engine speed is not low and control toughness is good then shift up by one gear position." When the vehicle is gaining speed at a moderate rate, the acceleration a is not a very useful index. Therefore, on the condition that the engine speed is relatively high, a decision is made to shift up. As the decision relates to a shiftup operation, a good control toughness is of course also a condition. The reason for not making a judgment regarding the PS ratio is that it was considered appropriate to use the PS ratio as an index only in cases where the vehicle acceleration is above a prescribed level. Rule 10 Parameters used Time lapse from gearshift operation [sec.] Throttle opening change DeltaϑTH Conclusion Do not shift Meaning of rule "Immediately after gearshift operation, if throttle opening is unchanged then do not shift." This rule is based on the assumption that if the throttle opening does not increase greatly soon after a shifting operation, the driver does not wish to change gears. Therefore, a prescribed period following gearshift of, for example, 1.6 to 2.5 seconds is established as a dead zone. Rule 11 Parameters used Desired PS ratio Throttle opening change DeltaϑTH Conclusion Do not shift Meaning of rule "Even if throttle is opened if desired PS ratio is small then do not shift." While the motivation to shift down is judged from the desired PS ratio and the gear position to be shifted to is decided on the basis of the desired post-gearshift PS ratio, since the fact that the desired PS ratio is small means that the actual vehicle horsepower change is greater than the horsepower change desired by the driver, there is no need to shift down and increase the horsepower. Thus there is no need to shift. Rule 12 Parameters used Control toughness Post-gearshift engine speed [rpm; hereinafter the same] PS ratio Throttle opening change DeltaϑTH Conclusion Shift up three gears Meaning of rule "If throttle has returned in closing direction indicating intention to cruise then shift up three gear positions for optimizing both control toughness and fuel economy." From the fact that the throttle has returned in the closing direction it can be interpreted that the driver wishes to cruise. Moreover, if it can be anticipated that shifting will reduce the engine speed, it will be wise to shift from the point of fuel economy. Therefore, if the PS ratio, which represents the ratio between the actual horsepower and that desired by the driver, is near or greater than 1.0, it can be judged that the driver is motivated to shift up. Thus, if a satisfactory degree of control toughness can be expected after shifting up, a shiftup operation is carried out. Rules 13 and 14 are identical to this Rule 13, except that they relate to the cases of shifting up by two gear positions and one gear position, respectively. Rules 15 to 17 Parameters used Desired PS ratio Desired post-gearshift PS ratio (values for 1 , 2 and 3 gear positions lower) Post-gearshift engine speed (values for 1 , 2 and 3 gear positions lower) Conclusion Shift down three (two, one) gear positions Meaning of rule "If throttle has been opened but vehicle cannot keep pace then shift down three (two, one) gear positions so as to obtain PS ratio of 1.0." Rules 15 to 17 are kickdown rules. When the desired PS ratio, which represents the change in horsepower desired by the driver and the actual change in horsepower, is large, it is judged necessary to shift down. Therefore, an evaluation is made with respect to the gear positions one to three positions lower than the current position as regards the relationship between the horsepower change desired by the driver and the actual change in horsepower (i.e. the post-gearshift PS ratio). Rule 18 Parameter used Vehicle speed only Conclusion Maintain current gear position Meaning of rule "If vehicle speed is very low or zero then maintain current gear position (the 1st gear)." Thus rule is provided because in the absence of a rule to be selected when the vehicle is being stopped, there is a possibility that some other rule might be selected on the basis of a low grade value. Rules 19 and 20 Parameter used Control toughness (for one gear position higher) Conclusion Maintain current gear position Meaning of rule "If shifting up is predicted to result in lack of control toughness then maintain current gear position." This rule is supplementary to the shiftup rules and is established because the other shiftup rules prescribe only that shiftup is to be carried out when the control toughness is good. Thus, in the absence of the present rule, it might be possible that shiftup will occur even if the control toughness is not good, if the degree of satisfaction of the other rules is lower, which runs counter to one object of the present invention, namely to avoid giving the driver a busy feeling. The retrieval of rules will now be explained with reference to the flowchart of Figure 23. In the first step S700 of this flowchart, the grade values of the membership functions are computed. This computation is carried out in accordance with the subroutine of Figure 25. In the first step S800 of this subroutine, the data for the respective physical quantity (parameter) numbers are set and then in the following step S802, the address code numbers n of the address registers are initialized (initial value = 1). The procedure then advances to step S804 in which the CNth membership value (grade) (DAT) is read. This process will now be explained with reference to Figures 26 to 28. Data such as those shown in Figure 26 are stored in the ROM of the microcomputer mentioned earlier. These data are stored for the respective parameters (e.g. the vehicle speed and the like) and include membership functions defined in tabular form with the physical quantities represented on a universe of discourse (the horizontal axis). Each set of so tabulated data is assigned a physical quantity number and an address (code number). The membership functions of these physical quantities (parameters) were explained with reference to the rules of Figures 24(a) to 24(e). Where more than one membership function (waveform) are defined with respect to one and the same physical quantity, each membership function is assigned its own address. Figure 27 shows a computation table prepared in the RAM, into which the values measured or computed for each of the physical quantities are written. Figure 28 shows a computation table prepared in the RAM, into which are written the results obtained when data of the table of Figure 27 are applied to the table of Figure 26 for computing the membership value (grade) for the respective code numbers of the table of Figure 26. Thus the procedure of step S800 in the flowchart of Figure 25 means that of writing the measured and computed data into the computation table of Figure 27, the procedure of step S802 means that of setting the value of the address register indicating the address code in Figure 26 to the initial value "1", and the procedure of step S804 means that of using the computation table of Figure 27 to apply the measured values to the membership function table of Figure 26 for computing the grade value for each address (code number). Regarding this last procedure carried out in step S804, presume for example that the measured value of the vehicle speed appearing at the top of the table of Figure 26 is 120 km/h. When the value of 120 km/h is applied to the corresponding membership function it is found that the grade value corresponding to this vehicle speed is 0.0 and it is this grade value that is read out in step S804. It should be noted that the membership functions shown in Figure 26 are mere an example so that they do not coincide with those actually used in rules shown in Figures 24(a) to 24(e). In the next step S806, the read-out datum is defined as the grade value Mu(CN) for the code number concerned and then in step S810 the code number is incremented and the aforesaid procedures are repeated until it has been confirmed that the grade values have been read for all code numbers. Returning to Figure 23, the procedure advances to step S702 in which a retrieval matrix is compiled. The flowchart of a subroutine for compiling this matrix is shown in Figure 29. More specifically, the group of rules shown in Figures 24(a) to 24(e) are actually stored in the ROM in the form of a matrix as shown in Figure 30. The purpose of the subroutine of Figure 23 is to apply the grade values obtained earlier to the matrix of Figure 30 and to write the results obtained into the retrieval matrix of Figure 33, which is stored in the RAM. The procedure will now be explained. First, in step S900, the total number of rules N is read. In the present example N = 20. Next, in step 902, the number n of a counter for indicating the current rule number is initialized to "1" (indicating Rule 1), and in step S904 the number "1" of a counter for indicating the current label number is initialized to "1" (indicating the first label of Rule 1). Taking Rule 2 as an example, the labels refer to the current gear position, the vehicle speed and the throttle opening and these are designated label No. 1, Label No. 2 and Label No. 3, respectively. In the following step S906 the total number of labels QL is read. In the case of Rule 2, QL = 3. The procedure then moves through step S908 to step S910 in which the code number of the rule concerned is read from the rule matrix shown in Figure 30. In the case of Rule 2, for example, the code numbers for the current gear position, the vehicle speed and the throttle opening (shown in Figure 26) would be read. Next, in step S912, the grade value computed earlier for the code number concerned is read and in step S914 is written into the retrieval matrix of Figure 31. In step S916, the label number is incremented. When it has been confirmed in step S908 that the data for all labels related to the rule have been read, the procedure advances to step S918 in which the rule No. is incremented and the aforesaid procedures are repeated. The subroutine is concluded when it is found in step S920 that the procedure has been conducted for all of the rules. Returning to the main routine of Figure 23, the procedure moves to the final step S704 in which the output is determined in the manner shown in the subroutine of Figure 32. This subroutine is for carrying out the so-called minimax computation and involves the work of using the membership values obtained earlier to determine the degree of satisfaction of the respective rules and the label numbers that determine this degree of satisfaction, and of selecting the rule with the highest degree of satisfaction and determining the control command value. First, in step S1000, the rule number counter is initialized and then in the following step S1002, the conclusion of the first rule is read. Figure 33 shows a rule map stored in the ROM, and the conclusion is read out with reference to this map. For example, the conclusion of the first rule is "Shift up one gear (+1)". In the succeeding steps S1004 and S1006, it is judged whether or not it is possible to implement the shift up or down operation of the conclusion. For example, if the present gear position is the 3rd, it is found to be possible to shift up one gear. Then the starting membership value for comparison is initialized in step S1008 (initial value = 1.0), the total number of labels of the first rule is read in S1010, the label number counter is initialized in step S1012, the procedure passes through step S1014 to step 1016 in which the grade value obtained earlier for the first label is compared with the starting value, then if the grade value is smaller it is replaced with the starting value in step S1018, the resulting value is provisionally adopted as the grade of the label concerned in step S1020, the label number is incremented in step S1022 and after returning to step S1014 the same procedures are repeated, whereafter it is judged whether the procedure has been conducted for all labels in step S1014 and when it has, the procedure moves to step S1024 in which the smallest retrieved value is adopted as representing the rule concerned and then to step 1026 in which the procedure advances to the next rule. And, the same procedures are repeated until it has been confirmed in step S1027 that the procedure has been carried out for all of the rules. When the determination is No in step S1004 or step 1006, the value representing the rule is set to zero in step S1028. From step S1028 the procedure advances to step S1030 in which the rule number counter is initialized (initial value = 1) and then to step 1032 in which the second starting value for comparison is initiated (initial value = 0), whereafter the representative value (minimum value) for the first rule is compared with the second starting value in step S1034. If the representative value is not smaller, the procedure then advances to step S1036 in which the starting value is replaced with the representative value, to step 1038 in which the rule is provisionally adopted as that having the highest degree of satisfaction, and to step S1040 in which the rule number is incremented for repeating the same procedures for the next and following rules. When it has been confirmed in step S1042 that the procedure has been carried for all of the rules, the largest value obtained is adopted as the finally selected degree of rule satisfaction. The procedures then moves to step S1046 in which the selected value is compared with an appropriately set reference value MuTH and if the selected value is larger, the procedure advances to step S1048 in which the conclusion of the rule concerned is implemented by determining the output gear position SA from the current gear position So. On the other hand, if the selected value is not larger, the rule selected in step S1044 is abandoned, whereafter the control value SAn-1 of the preceding cycle is used. The reason for establishing this reference value is that the minimax computation only selects the rule which is relatively better in comparison with the others. This means that a rule may be selected even though it is not well suited to the state of operation, simply because the other rules have been evaluated at even lower values. The establishment of the reference value eliminates this possibility. The charts of Figure 34 are for explaining a computation used in the output determination routine. As was mentioned earlier, in the present embodiment, the maximum membership values differ depending on the rule, which is advantageous in that it prevents the selection of an inappropriate rule. More specifically, the rules are assigned higher maximum membership values in the order of their increasing importance so that the probability of a more important rule becomes proportionally higher, with the result that selection of an inappropriate rule can be prevented. Returning once more to Figure 3, in step S18 the solenoids 36 and 38 are energized/deenergized in accordance with the determined control command value so as to shift the transmission to a new gear position or hold it in the current gear position, as the case may be. At the same time, the gearshift command flag is turned on in the microcomputer. As explained in the foregoing, in the present embodiment the relationship between the amount of output desired by the driver and the actual output of the vehicle is quantitatively measured and used as a parameter in addition to such parameters as the throttle opening and the vehicle speed, a plurality of rules inferred from an analysis of the judgments and operations of an expert driver of a vehicle equipped with a manually shifted transmission are established, and fuzzy reasoning is applied for evaluating the rules and selecting the optimum value. As a consequence of this arrangement, the vehicle operating conditions, including those relating to the surrounding circumstances, are grasped as a plurality of variables and instantaneously processed, whereby an automatic transmission can be controlled in a manner resembling that in accordance with the judgments and operations of an expert driver driving a vehicle with a manually shifted transmission. Thus by use of fuzzy techniques it is possible to achieve appropriate control similar to the manual gearshift operations of a human being and to eliminate the shortcomings of the prior art technology such as that of the system being restricted to the set data and the gearshift timing being determined solely on the basis of the throttle opening and the vehicle speed. Further, by increasing the number of rules beyond those disclosed in the foregoing, it becomes possible to realize gearshift control in ways that enhance compliance with emission regulations and to respond more flexibly to gearshift control characteristics desired by customers. In this sense, the system according to this invention is totally different from conventional systems in purpose, makeup and effect. Figure 35 shows an embodiment according to the present invention in which transmission control employing fuzzy reasoning is applied to a continuously variable transmission (CVT). The general overall view in Figure 35 centers mainly on the hydraulic circuit of the continuously variable transmission, wherein like reference characters used in the first embodiment designate like or corresponding parts in the second. The continuously variable transmission generally denoted by reference numeral 100 has a hydraulic pump 102, fixed in discharge capacity, connected to and driven by the aforesaid transmission input shaft 24 and a hydraulic motor 106, variable in discharge capacity, connected coaxially to be driven by the hydraulic pump 102. The output force of the hydraulic motor 106 is taken out via a drive shaft 104. The hydraulic pump 102 and the hydraulic motor 106 constitute a closed hydraulic circuit 108. In the closed hydraulic circuit 108, the outlet of the hydraulic pump 102 and the inlet of the hydraulic motor 106 are interconnected by a high-pressure hydraulic line 108h while the outlet of the hydraulic motor 106 and the inlet of the hydraulic pump 102 are interconnected by a low-pressure hydraulic line 108l. The closed hydraulic circuit 108 is further provided with a short circuit line 110 interconnecting the outlet and inlet of the pump 102, i.e. interconnecting the high-pressure and low-pressure hydraulic lines 108h and 108l. The short circuit line 110 has a clutch valve 112 provided at an intermediate portion thereof. In addition to the hydraulic pump 102 there is further provided an auxiliary pump 114 which is also driven by the transmission input shaft 24 and has its outlet connected with the high-pressure hydraulic line 108h via a check valve 116 and a check valve 118 and with the low-pressure hydraulic line 108l via the check valve 116 and a check valve 120. The auxiliary pump 114 serves to supply additional fluid drawn from a tank 122 to the closed hydraulic circuit 108. Reference numeral 124 in the figure designates a relief valve. The aforesaid output shaft 26 disposed in parallel with the aforesaid drive shaft 104 of the hydraulic motor 106, is connected with the rear wheels 46 and a forward/reverse switching device 130 is provided between the drive shaft 104 and the transmission output shaft 26. The forward/reverse switching device 130 has first and second drive gears 132, 134 fixed on the drive shaft 104 as spaced from each other in the axial direction of this shaft, a first driven gear 136 rotatably journaled on the transmission output shaft 26 and engaged with the first drive gear 132, a second driven gear 140 rotatably journaled on the transmission output shaft 26 and connected with the second drive gear 134 via an intermediate gear 138, a driven toothed gear wheel 142 fixed on the transmission output shaft 26 between the first and second driven gears 136, 140, and a clutch member 144 for selectively connecting the driven toothed wheel 142 with one of the driven gears 136, 140. The sides of the first and second driven gears 136, 140 facing the driven toothed wheel 142 are respectively provided with drive toothed wheels 136a and 140a, and the clutch member 144 is movable between a first position for engaging the drive toothed wheel 136a and the driven toothed wheel 142 and a position for engaging the drive toothed wheel 140a and the driven toothed wheel 142. In the so constituted forward/reverse switching device 130, as shown in Figure 35, the transmission output shaft 26 is rotated by the drive shaft 104 in the opposite direction from the drive shaft 104 when the drive toothed wheel 136a is engaged with the driven toothed wheel 142, whereby the rear wheels 46 are driven in the direction for forward travel of the vehicle. To the contrary, when the driven toothed wheel 142 and the drive toothed wheel 140a are engaged, the transmission output shaft 26 rotates in the same direction as the drive shaft 104, whereby the rear wheels 46 are driven in the direction for reverse travel. In the system, the clutch valve 112 is driven by a servo cylinder 150, the forward/reverse switching device 130 is controlled by a range drive mechanism 152 comprising hydraulic cylinders and the like, and control of the discharge capacity of the hydraulic motor 106 is conducted by a hydraulic cylinder 154, which will now be explained individually. The servo cylinder 150 comprises a cylinder 156, a piston 162 which divides the inner space of the cylinder 156 into a head chamber 158 and a rod chamber 160, a piston rod 164 formed integrally with the piston 162, and a spring 166 disposed within the rod chamber 160 for urging the piston 162 in the direction of the head chamber 158. The distal end of the piston rod 164 is connected with the clutch valve 112 via a link 168 in such manner that the clutch valve 112 is fully opened when the spring 166 pushes the piston 162 as far right as possible in Figure 35. This causes the fluid discharged by the hydraulic pump 102 to pass through the short circuit line 110 so that the hydraulic motor 106 is not driven and, consequently, no power is transmitted to the rear wheels 46 via the shafts 26 and 104. On the other hand, as the piston 162 moves to the left against the force of the spring 166, the opening of the clutch valve 112 becomes progressively smaller, whereby the continuously variable transmission 100 progressively passes from a partially clutched state to a fully engaged state in which the power is completely transmitted to the rear wheels 46 at the time the piston 162 moves to its left limit and the clutch valve 112 is fully closed. The hydraulic motor 106 will now be explained with reference to Figure 36. The hydraulic motor 106 is constituted as an axial piston motor variable in discharge capacity, for example. As shown in the figure, it comprises a cylinder block 172 which is connected with the drive shaft 104 and slidably accommodates a plurality of pistons 174 disposed in a ring-like formation centered on the axis of rotation of the drive shaft 104. An inclined plate 176 for defining the reciprocal stroke of the pistons 174 is disposed opposite the pistons so as to be variable in its angle of inclination ϑTRU. The cylinder chamber(s) 178 associated with each piston executing an extension stroke is connected with the high-pressure hydraulic line 108h and the cylinder chamber(s) 180 associated with each piston executing a retraction stroke is connected with the low-pressure hydraulic line 108l. As a result, the high-pressure fluid discharged by the hydraulic pump 102 is received by the cylinder chamber(s) 178 and low-pressure fluid discharged from the cylinder chamber(s) 180 is returned to the hydraulic pump 102, and the cylinder block 172 and the drive shaft 104 are rotatably driven by the reaction torque received by the pistons 174 from the inclined plate 176 in the course of this operation. Further, since the capacity of the hydraulic motor 106 is determined by the stroke of the pistons 174, the speed ratio (corresponding to the gear ratio G/R) can be continuously varied from maximum to minimum by varying the angle of inclination ϑTRU of the inclined plate 176 from the maximum indicated in solid lines in the figure to the minimum indicated by chain lines. In this case, the speed ratio is represented by; One end of the inclined plate 176 is connected with one end of a swingable link 182 via a pin 184 and the other end of the swingable link 182 is connected with a piston rod 198 of the hydraulic cylinder 154 via a second pin 186. The hydraulic cylinder 154 comprises a cylinder 190, a piston 196 which is slidably accommodated in the cylinder 190 so as to divide the interior thereof into a head chamber 192 and a rod chamber 194, and the piston rod 198, which is formed integrally with the piston 196. Since the distal end of the piston rod 198 is connected with one end of the swingable link 182 via the pin 186, the angle of inclination ϑTRU of the inclined plate 176 becomes maximum when the piston 196 is at its far right position, which causes the capacity of the hydraulic motor 106 to become maximum and the speed ratio to become minimum. On the other hand, when the piston 196 moves to the far left, the inclined plate 176 assumes the minimum angle position shown in chain lines, whereby the motor capacity becomes minimum and the speed ratio becomes maximum. Returning to Figure 35, an explanation will now be made regarding pilot valves for controlling the aforesaid hydraulic cylinders. The servo cylinder 150 described earlier is provided with a solenoid pilot valve 200. The pilot valve 200 is provided with a fluid line 202 connected with the head chamber 158 of the servo cylinder 150, a fluid line 204 connected with the rod chamber 160 of the servo cylinder 150, a fluid supply line 206 connected with the outlet of the auxiliary pump 114 and a fluid return line 208 connected with the tank 122, and has a sleeve 210 and a spool 212 movable within the sleeve 210. Further, the piston rod 164 of the servo cylinder 150 is connected with the sleeve 210 via a link 214 so as to feed back the movement of the piston of the servo cylinder 150 to the pilot valve 200. The spool 212 is movable left and right between three positions, one of which is a neutral position. Furthermore, the spool 212 is movable left and right by a prescribed amount, which will be later explained with respect to another pilot valve. When the spool moves to the left, the hydraulic discharge of the auxiliary pump 114 is applied to the head chamber 158 of the servo cylinder 150 and the rod chamber 160 of the servo cylinder 150 is communicated with the tank 122, whereby the piston 162 moves to the left to close the clutch valve 112, as explained earlier. When the spool 212 moves to the right, the hydraulic discharge pressure is applied to the rod chamber 160 of the servo cylinder 150 and the head chamber 158 is communicated with the tank 122, whereby the piston 162 moves right to open the clutch valve 112. As the cylinder 150 is a servo cylinder, sleeve 210 can be moved to and stopped at the appropriate position by the movement of the piston 162 transmitted through the piston rod 164 and the link 214. With this mechanism, by causing the piston 162 to move in accordance with the amount of movement of the spool 212, the degree of opening of the clutch valve 112, namely the degree of opening of the short circuit line 110, can be controlled as desired. A second pilot valve 220 for controlling the hydraulic cylinder 154 will now be explained. The pilot valve 220 is similar to the pilot valve 200 just described and is disposed between a fluid line 222 connected with the head chamber 192 of the hydraulic cylinder 154, a fluid line 224 connected with the rod chamber 194, and the aforesaid fluid supply line 206 for applying the discharge pressure of the auxiliary pump 114 and a fluid line 226 for communication with the tank 122. The pilot valve 220 has a sleeve 228 and a spool 230 movable therein. The spool 230 is movable left and right between three positions, one of which is a neutral position. More specifically, when the spool 230 moves to the left, the high-pressure operating fluid is applied to the head chamber 192 of the hydraulic cylinder 154 and is discharged from the rod chamber 194 so that the piston 196 and the piston rod 198 move to the left, whereby, as was explained earlier, the angle of inclination of the inclined plate 176 becomes smaller, the capacity of the hydraulic motor 106 becomes smaller and the speed ratio becomes larger. In contrast, when the spool 230 moves right, operating fluid is discharged from the head chamber 192 and is introduced into the rod chamber 194, whereby the piston 196 and the piston rod 198 move to the right, causing the angle of inclination of the inclined plate 176 to increases, the capacity of the hydraulic motor 106 to become larger and the speed ratio to become smaller. Moreover, the spool 230 is able to move to the left and right by a prescribed amount in a known manner such as by hydraulic force, spring force or duty control of a solenoid valve. Namely, what this means is that a prescribed degree of throttling is caused for changing fluid flow and a fluid flow rate. Thus, the pressure distribution between the head chamber 192 and the rod chamber 194 is determined by the amount of throttling by the pilot valve 220 (i.e. by the position of the spool), and the piston 196 and the piston rod 198 operate at a speed proportional to the difference in pressure between the two chambers. As a result, the capacity of the hydraulic motor 106 is varied, enabling the speed ratio (corresponding to the gear ratio G/R) to be varied as desired. The pilot valves 200 and 220 are further connected with the transmission control unit 60, which moves the spools 212, 230 to the desired positions by energizing/deenergizing the pilot valve solenoids. More specifically, similarly to the case of the first embodiment, the transmission control unit 60 receives the outputs of the throttle position sensor 50, crankshaft angle sensor 52, brake switch 54 and vehicle speed sensor 56 as inputs, and uses the input values to compute control values in a manner to be described later. The computed control values are used to control power transmission/cutoff via the pilot valve 200 and to control the speed ratio as desired via the pilot valve 220. The transmission control unit 60 also controls the operation of the range drive mechanism 152, which includes a hydraulic cylinder, so as to establish, via a link 170 or the like, in the forward/reverse switching device 130 a gear train for forward or reverse travel in accordance with an F (Forward), N (Neutral) or R (Reverse) signal produced depending on the position of a manual shift lever (not shown) located on the floor of the vehicle in the vicinity of the driver's seat. This range position data is of course also input to the transmission control unit 60via the range selector switch 62. No detailed explanation has been made in the forgoing, for the reason that this embodiment of the invention relates primarily to fuzzy control of a continuously variable transmission and not to a continuously variable transmission per se. The operation of the transmission control unit according to the second embodiment of the invention will now be explained with reference to Figure 37 and later figures. The explanation will concentrate on the points in which the second embodiment differs from the first. For example, since the transmission control unit of the second embodiment is similar to that of the first embodiment shown in Figure 2, no further explanation will be made here. The preparatory work required for the formulation of rules and the like prior to actual implementation is also similar to that in the first embodiment. Figure 37 is a main flowchart outlining the transmission control in accordance with the second embodiment. In the first step S2010, the detected parameter values are read and stored in memory. The current gear ratio G/R (speed ratio) is computed from the ratio between the input and output speeds (rpm) of the transmission, similarly as in the first embodiment. The procedure then moves to step S2012 in which it is determined whether or not the transmission is in the forward range (the aforesaid F range) and if the result is YES, the procedure moves to step S2014 in which the speedratio command value is determined and then to step S2016 in which output processing is conducted. If it is found in step S2012 that the transmission is not in the forward range, the program is immediately discontinued. Figure 38 is a flowchart showing a routine for determining the speed ratio command value in step S2014 of the flowchart of Figure 37. In Figure 38, after the acceleration a and the like have been computed in steps S2100, S2102 and S2104 in the same manner as in the first embodiment, the procedure moves to step S2106 in which a post-speedchange engine speed is calculated in a manner similar to the post-gearshift engine speed in the first embodiment. Figure 39 is a flowchart of the procedures for this calculation. First in step S2200, a ratio change coefficient Gamma is initialized. More concretely, a counter for counting this coefficient is initialized. Before continuing with an explanation of the remaining procedures, it will be helpful to give a general explanation of the control according to the present embodiment. Since the present embodiment relates to control in the continuously variable transmission, it uses the concept of speed ratio instead of the concept of gearshift position employed in the first embodiment, and the target speed ratio is sequentially determined by inference. Moreover, this inference of the speed ratio is not direct but is carried out indirectly through inference of a coefficient (the aforesaid ratio change coefficient Gamma) which changes the speed ratio. Specifically, the calculation Target speed ratio (G/R) = Current speed ratio R) x Ratio change coefficient Gamma is made. Further, the speed ratio (G/R) is represented in terms of overall speed reduction ratio as shown in Figure 40 and is assigned on the universe of discourse extending from 3.0 (the high side) to 11.0 (the low side) which is divided into fuzzy sets, as depicted in Fig.40. In the figure the fuzzy label HI means "change the ratio large toward the high side", MH means "change the ratio moderately toward the high side", ML means "change the ratio small toward the low side" and LO means "change the ratio large toward the low side". Further, as shown in Figure 41, seven fuzzy sets for the ratio change coefficient are defined between 0.27 and 3.74. In this figure, the fuzzy label BU means "large toward the high side", MU means "moderately toward the high side", SU means "small toward the high side", HD means "hold current speed ratio", SD means "small toward the low side", MD means "moderately toward the low side" and BD means "large toward the low side". Thus, the initialization in step S2200 in Figure 39 means setting the counter showing the ratio change coefficient Gamma to the highest value on the high side, namely to 0.27. The procedure then advances to step S2202 in which the aforesaid post-speedchange engine speed is calculated. This calculation is carried out for a plurality of points of G/R = 3.0, 4.6, 7.0 and 11.0. Specifically, the current ratio is multiplied by each of the seven values of the ratio change coefficient Gamma which are assigned a grade value of Mu 1.0 in Figure 41, namely by 0.27, 0.42, 0.65, 1.0, 1.56, 2.42 and 3.74, whereby a post speedchange engine speed is calculated for these four values respectively. The procedure then moves to step S2204 in which the calculated post-speedchange engine speed is stored at the pertinent address CFLNE (where FL means the aforesaid HI, MH, ML, LO). The reason for there being assigned only four FLs indicating the speedchange ratio, as against 7 ratio change coefficients Gamma, is that when, for example, the current engine speed is on the extreme low side it cannot go further toward the low side. A similar consideration applies when it is on the extreme high side. The procedure then advances to step S2206 in which the ratio change coefficient Gamma of the counter is rewritten to the current value multiplied by a value 1.55, which nearly equals to a common ratio of the aforesaid geometric sequence of 0.27, 0.42, 0.65,..3.74. This calculation of the post-speedchange engine speed is repeated for each of the aforesaid values of the ratio change coefficient Gamma until it has been confirmed in step S2208 that the extreme low side value of 3.74 has been reached. Returning to Figure 38, the procedure goes to step S2108, where the desired post-speedchange PS ratio is calculated in a manner similar to that shown in Fig. 14. Figure 42 is the flowchart showing the calculation. First, in step S2300, it is decided whether the throttle valve is not being closed and if the decision is affirmative, the procedure moves to step S2302 wherein a ratio change coefficient is initialized in a manner similar to to that explained with reference to the step S2200 in Figure 39. The reason why the initial value is determined to be "1.0" is that, the desired post-speedchange ratio is only needed to compute for the lower side, i.e., the direction in which the gear ratio is made down. The procedure then goes to steps S2306 - S2312 in which the ratio is calculated one after another for products multiplied the ratio by the coefficient, until it has been confirmed in step S2304 that the extreme low side value has been reached. Incidentally, when it is found at step S2300 that the throttle valve moves in the closing direction, the procedure jumps to step S2314 in which the ratio is determined to be zero. Again returning to Figure 38, the procedure goes to step S2110 in which the control toughness is computed. Figure 43 is the flowchart showing the calculation, in which the driving resistance R1 is calculated and adjusted by the acceleration through steps S2400 - S2436 similarly as those in the first embodiment. The procedure then advances to step S2438 wherein the coefficient is initialized and through steps S2440 - S2448 the control toughness is calculated for the four target values which are obtained by dividing the coefficient Gamma by the difference 1.55 between the coefficients, until it has been confirmed in step S2440 that the value has reached the highest. Once again returning to Figure 38, the procedure moves to the final step S2112 in which the target speed ratio is decided by fuzzy reasoning. Figure 44 is the flowchart of a subroutine for this purpose. First, in step S2500, grade values of the membership functions are calculated for every rule and the values of the conclusions are summed in a known manner such as by waveform synthesis, which will be explained in more detail later. Next, in step S2502, the center of gravity of the synthesized waveforms is calculated whereafter, in step S2504, the ratio change coefficient Gamma is obtained from the value at the intersection of a line drawn from the center of gravity perpendicular to the universe of discourse. Then in step S2506, the target speed ratio (G/R) is calculated. Figures 45(a) to 45(e) list the 17 rules used in this second embodiment. The difference between these rules and those of Figures 24(a) to 24(e) for the first embodiment is that the speed ratio (G/R) is used instead of the gear position and that the conclusions are expressed in terms of the ratio change coefficient Gamma, so that no explanation is made on the rules. The fuzzy reasoning of the first embodiment employs mini-max computation whereby the rule with the highest grade value is selected and the gearshift command value is determined in accordance with the conclusion of the selected rule. In the present embodiment, however, the waveforms are synthesized after the mini values have been obtained and the speed command value is determined from the center of gravity of the synthesized waveform. This processs will be explained with reference to Figure 46. Let the engine speed Ne be 1,500 rpm, current gear ratio G/R be 4.6, vehicle speed be 10 km/h and the throttle opening be 1/8 WOT (degrees). In calculating the grade value for Rule 1 under these conditions, the grade value of the engine speed is found to be zero, since a line drawn vertically from the value of 1,500 rpm does not intersect the waveform, no waveform remains in the conclusion. In the case of Rule 2, on the other hand, since a line drawn vertically for the vehicle speed and throttle opening intersects, but a line does not intersect at a column of the current gear ratio, the minimum grade value will be zero. The same will also be applied to Rule 3. In the case of Rule 4, on the other hand, a line raised vertically intersects for the all parameters, the grade value will be 1.0. Truncating the waveform of the conclusion at this position does not effectively occur as the grade value is 1.0 and the rule produces a trapezoid, as shown in the figure. In this case, the waveform remains as it was. If G/R had been lower, the grade value would have been lower and the conclusion waveform would have been truncated down to this lower value. When the aforesaid results are transferred to a common universe of discourse as shown at the bottom of the same figure, there is obtained the trapezoid indicated by hatching. The center of gravity of this trapezoid is then found and a vertical line is drawn downward therefrom. The value at the point of intersection with the universe of discourse is the conclusion which, in the case under discussion is, Gamma = 0.65. While this process has been discussed here only with respect to Rules 1 to 4, it is likewise carried out for all of the rules up to Rule 17. All of the waveforms obtained are synthesized and the center of gravity of the final synthesized waveform is obtained. It should be noted, however, that since each rule supposes a different set of operating conditions, only 2 or 3 among all of the rules processed by fuzzy reasoning will have waveforms in their conclusions so that the number of waveforms that have to be synthesized will generally be small. Output processing is then carried out in step S2016 of the main flowchart of Figure 37 on the basis of the result obtained in the foregoing manner. Thus the solenoid pilot valve 220 is driven to change the capacity of the hydraulic motor 106 and control the speed ratio to the desired value. As a result of the aforesaid arrangement of this embodiment, fuzzy reasoning can be applied to control the speed ratio of a continuously variable transmission so as to enable the speedchange judgments and operations of an expert driver operating a vehicle with a manually shifted transmission to be introduced into the control of a continuously variable transmission, whereby it becomes possible to realize smooth speedchange characteristics that do not give the driver a feeling of business and further becomes possible to respond appropriately to the need for emission countermeasures and to the desires of individual drivers. While in the present embodiment fuzzy reasoning was applied to the speed ratio, it is alternately possible to carry out the computations with respect to, for example, the rate of change in the speed ratio. Further, the invention is not limited in application to a continuously variable transmission employing the axial piston pump but may be equally well applied to one using a pulley or the like. While the embodiments of the invention described in the foregoing relate to a multi-step transmission and a continuously variable transmission, the present invention is also applicable to a traction control or the like.

Claims: A system for controlling a continuously variable vehicle automatic transmission, comprising: first means (50,52,54,56,62,64) for determining operating conditions of the vehicle including engine speed, degree of throttle opening, change in the throttle opening degree, vehicle speed, change in the vehicle speed, the gear ratio currently engaged, and the output desired by the driver; means (60) for determining a gear ratio to be shifted using the determined values; and actuator means (108) for driving a gear ratio shift mechanism in response to the determined gear ratio; characterised in that it further comprises: second means (70) for calculating the driving resistance and for evaluating the motive force to be generated at gear ratios to which it is possible to shift from the current gear ratio, to predict change in the reserve motive force, which would occur upon shifting to each of such gear ratios, said second means determining said gear ratios by multiplying the current gear ratio by one or more predetermined coefficients; and in that said determining means (60) further comprises: third means for establishing a membership function of a fuzzy set on the determined values and the predicted values; and fourth means (70) for carrying out fuzzy reasoning on the basis of the determined values and the predicted values using the membership function assigned thereto to determine a gear ratio to be shifted. A system according to claim 1, wherein said motive force evaluated is the motive force to be generated at full throttle opening at such ratios. A system according to claim 1 or 2, wherein said driving resistance is calculated back from the law of motion such that the driving resistance is the difference between the force and the product of vehicle mass and the change in the vehicle speed. A system according to claim 3, wherein said driving resistance is calculated on the basis of a value expressed in the term of vehicle output torque exerted on a vehicle axle. A system according to claim 4, wherein said vehicle output torque is calculated by averaging the torque generated for a predetermined period. A system according to claim 4 or 5, wherein said vehicle output torque is adjusted by a slip factor occurred between the input shaft rotation of the transmission and the output shaft rotation thereof. A system according to any of claims 3 to 6 wherein said driving resistance calculation is interrupted when the vehicle is braking. A system according to claim 7, wherein said driving resistance calculation is interrupted for a predetermined period after the vehicle braking has ceased. A system according to claim 7 or 8, wherein said driving resistance is set to be a predetermined value when the calculation is interrupted. A system according to claims 7, 8 or 9, wherein said reserve motive force is set to be a predetermined value when the calculation is interrupted. A system according to any of claim 3 to 10 wherein said driving resistance calculation is interrupted when said change in the throttle degree exceeds a reference value. A system according to claim 11, wherein said driving resistance calculation is interrupted for a predetermined period after the excess in the change in throttle opening degree has ceased. A system according to claim 11 or 12, wherein said driving resistance is set to be a predetermined value when the calculation is interrupted. A system according to claim 13, wherein said predetermined value is the driving resistance calculated earlier than the time when the said change in the throttle opening degree has exceeded said reference value. A system according to claim 14, wherein said driving resistance is adjusted by a factor corresponding to the inertia resistance. A system according to claim 14 or 15, wherein said driving resistance is adjusted by the factor which is determined with respect to a magnitude of the change in the vehicle speed. A system according to any preceding claim, wherein said reserve motive force is used for determining upshifting. A system according to any preceding claim, wherein said second means (70) further predicts, with respect to gear ratios to which it is possible to shift from the current gear ratio, a ratio between change in engine output power estimated to be desired by the driver and that estimated to be actually generated, which would occur upon shifting each of such gear ratios. A system according to claim 18, wherein said predicted ratios are used for determining downshifting. A system according to any preceding claim, wherein said second means (70) further predicts, with respect to gear ratios to which it is possible to shift from the current gear ratio, change in said engine speed which would occur upon shifting to each of such gear ratios. A system according to claim 20, wherein said predicted values are used for determining upshifting and downshifting. A system according to any preceding claim, wherein said fourth means (70) determines the gear ratio to be shifted by selecting one of a plurality of gear ratio shift rules based on at least one among the detected and predicted values. A system according to claim 22, wherein said rule selection is carried out by calculating a membership value of the detected or predicted values. A system according to claims 22 or 23, wherein said rules are established on the basis of an analysis of judgments and feelings of a driver of a vehicle with a manually shifted transmission. A system according to claim 23, wherein said membership value is compared with a prescribed value and if the membership value is found to be not larger than the prescribed value, the selection of the rule is canceled. A system according to any of claims 22 to 25 wherein said rules include a rule whose membership function complements that of another.

Inventors: ARAI YASUHISA C O KABUSHIKI KA, MATSUI HIROKI C O KABUSHIKI KA, SAKAI ICHIRO C O KABUSHIKI KAI, YAMAMOTO MASATAKA C O KABUSHIK, ARAI, YASUHISA C/O KABUSHIKI KAISHA HONDA, MATSUI, HIROKI C/O KABUSHIKI KAISHA HONDA, SAKAI, ICHIRO C/O KABUSHIKI KAISHA HONDA, YAMAMOTO, MASATAKA C/O KABUSHIKI KAISHA HONDA
Applicants: HONDA MOTOR CO LTD, HONDA GIKEN KOGYO KABUSHIKI KAISHA
Application year: 1989
Main classification: F16H61
IPC codes: F16H61, F16H59, B60W50