Conscious Decisions of Machine would be Able in the Mathematical World?
By: D. Amante
Tags: Artificalintelligence, Machine Intelligence, Philosophy Of Mind, Machine Learning, Mind

Every day we have many decisions to arrive at an answer, using some approaches, paradigms, experiences to attain directly or indirectly about the answer. So, accomplishment a convergence between decisions human and machine, let us imagine the following scenery, referred below.

We imagine the mathematical world, we have a problem. This problem is based about discover which is function used. Consequently, the parameters that will be found, illustrated in Figure 1.

Figure 1 — Linear function.

You get to transform the graphic image to algebra expression, such as shown in Figure 2.

Figure 2 — Standard format to a linear function.

When we are in this situation(us=human), the first thought is to do some calculatating to find the linear function parameters values, for instance, represented for “a” and “b”, named coefficients(angular and linear). Thus, you will find two equations and two parameters (incognitos). So, using an easy calculus(denominated for way 1) is enough for to you find the values parameters presented in Figure 3, and in the end, you will get discover the linear function.

Figure 3 — Expressions found.

Consequently, you put the new value to a horizontal line (x), for instance, “5” and you will catch the value to the vertical line (y) using the meet linear function.

Therefore, exists other forms to solve this problem. For example, instead, they have been used the standard format to clarify, you could use the integrals and trigonometric approaches. In this scenery, would be more complex(denominated for way 2), but we could arrive at the right answer.

Figure 4 — Using methodologies advanced

Thereat, doing the area sum below about the function, consequently, the successive sum of all areas presents(a1, a2 and a3) in Figure 4 with the available values. Following this reasoning, we could do the area sum above the function too(b1,b2 and b3). In the end, we get to do a comparison between the two results because the linear function there is a similar dimension(above and bellow about the line) the results will be equal. Therewith, we get to find the parameter value that is covered by a circus. However, maybe we would have that find the sen(x), cos(x), tan(x) to future calculus, in case the equality was not satisfactory.

The point that I want to arrive at is “how show this reasoning to a machine, that the way 1 to solve is easier than way 2? Thus, the two ways are effective! “

In the human methodology, way 1 is efficient than way 2, in relation the time and complexity. But, the machine calculates is more optimized than ours, mainly using artificial intelligence techniques such as machine learning and deep learning and consequently the big resources of computation processing.

So, showed this reasoning line above, we question ourselves: “What do we would consider as the parameters to a decision machine to converge with a decision human?”

However, thinking in the soon future, if a machine gets to do this conscious decision, consequently it will be able to creating new mathematical theorems?

IT IS MANY QUESTIONS AND FEW ANSWER!

Thank you for reading it and good reflection.