Harsh-7300/clgdata · Datasets at Hugging Face

Unnamed: 0 int64 1 5.86k	Question stringclasses 24 values	Sample ANS stringclasses 24 values	Student ANS stringlengths 1 1.06k	Score float64 0 2.5
1	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to verify/test the efficiency of an algorithm as there are multiple ways/algorithms to solve the same problem/issue.	2.5
2	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to determine the complexity of an algorithm. some algorithm takes complexity of O(n) while some are of the order of O(logn) and some are of exponential time complexity so to determine time complexity and analysis time we need to analyze algorithm	2.5
3	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis so we can analysis time complexity of different algorithms and compare them with each other and use the algorithm whos complexity is less than others	2.5
4	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis for finding the best function to perform a particular task. This is done by finding an algorithm that takes the least time complexity as well as least auxiliary space(space Complexity). Though many algorithm work equally efficiently for smaller datasets, but the best algorithm is found when it runs the most efficiently for very large amount of data.	2.5
5	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We require algorithm analysis so that we can analyze the efficiency of any particular algorithm. There are many ways to solve any given problem, but we want to consider the best possible algorithm that is time efficient and memory efficient.	2.5
6	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is used to find the time complexity and space complexity of a particular algorithm. \nWe analyze all the cases of algorithm like best, worst and average cases.	2.5
8	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We do algorithm analysis to check the time and space complexity of the algorithm and to reduce the time and space complexity of the algorithm so that the algorithm can be implemented in less time and more efficiently.	2.5
9	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis because there are many complex operations which when done with normal methods will take forever to complete and very large space. Algorithm analysis is needed to save time and space for such complex operations.	2.5
10	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to understand the program efficiently and compute the code by solving the program step by step	2.5
11	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to study the problem and to give a best or perfect solution of it by using least time complexity and space complexity so that the problem can be solved efficiently and correctly .	2.5
12	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is needed to get the better understanding of the algorithms or to get the use and optimized solution for any problem that can reduce the time and space complexity.	2.5
13	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We use algorithm analysis for analyzing different problems and programs to run . And to identify new various method and solutions.	2.5
14	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis in order to judge the space and time complexity of an algorithm to function. The lesser the amount of time and space taken the better and more efficient the algorithm is in solving complex problems.	2.5
15	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is done to know the time and space complexity for a program so that a task can be done most efficiently.	2.5
16	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To analise the efficiency of algorithm.\n- To compute Space and Time complexity.\n- Check whether algorithm solve actual problem or not.	2.5
17	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis helps us approximately calculate the time and space complexity of our algorithm.\nSince running algorithms at a large scale includes high costs...\nso algorithm analysis helps us to optimize the algorithm to lower the actual running costs.	2.5
18	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis because on industrial or big scale we always require a code whose time and space complexity are minimum. Hence, algorithm analysis helps us in calculating the space and time complexity.	2.5
19	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	1. In order to analysis the time complexity the efficient time algorithm will take to complete ,space complexity (created due to creation of arrays ,variables) of the algorithm.\n2. To detect which is the best suited algorithm which covers all the worst cases, edges cases of the algorithms.\n3.is also helps to eliminate Time limit Exceeded of the algorithm.\n4. symptotic and asymptotic analysis can be made.	2.5
20	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to understand the code deeply and to know how the code actually functions.\nAlso algorithm analysis helps us to find the time complexity of the algorithm and thus without actually having to implement the code on the compiler, we can get the approximate time in which the algorithm will produce the output.\nAlgorithm analysis also helps us to find the space complexity and helps us to realize which algorithm best suits the question.	2.5
21	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to improve the efficiency of the program by reducing time and space complexities and also to find out ant problems and deficiencies in the program. Algorithm analysis helps us in overcoming all the underlying factors and understand the program better.	2.5
22	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm Analysis is related to improving the efficiency of a program by reducing the time complexities as well as the space complexities . Also algorithm analysis is used to find out any problems or deficiencies in the program.	2.5
23	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm Analysis is needed to know the complexities ,the optimisation ,the approach,CPU processing and the way the program can be solved in different techniques using different methods.\n	2.5
24	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis because there are multiple solutions to a problem and we need to identify the best solution according to given resources (like time and space available).\n	2.5
25	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	For better solution and to know the Time complexity of algorithm .	2.5
26	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To find the time and space taken by an algorithm so that we can find the most optimal solution for real-life problems.	2.5
27	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To find optimal solutions to problems in the least time and space so that a program runs efficiently.	2.5
28	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To find an optimal solution to a given problem and analyze the time and space complexity which further gives us an idea which algorithm is better for a particular problem.	2.5
29	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to analyze the algorithm to find that is the algorithm optimal and efficient for the given condition. As we know that different algorithm is suitable for different problem and analysis of the algorithm tell us the time complexity space complexity for better analysis.	2.5
30	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to find a better solution to solve a problem in terms of time complexity and space complexity: to solve a problem faster and by using minimum memory space possible.	2.5
31	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to break the problem into smaller subparts and to minimize the complexity of time and space .it gives the optimal solution in the specified condition.	2.5
32	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to solve given problem in minimum time and with less space requirement. we always try to solve problem in efficient way so that our output should be fast. for this we have to look after a given problem in many ways. suppose we solve any problem in n^2 then we try to solve the same problem in lesser time. for that we need different algorithm.	2.5
33	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis to check whether a algorithm is effective or not for a given problem and to know that algorithm is a time efficient, and to know how much space a given algorithm is going to take .	2.5
34	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We do algorithm analysis to find the process that give us the solution is the best time complexity and space complexity .The lower the time and space complexity the better the solution will be this is the reason to do algorithm analysis.	2.5
35	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do Algorithm analysis \n1. to identify in which time complexity we can solve the problem. Basically we solve the program with that algorithm which takes less time or whose time complexity is less than all the other approaches or method by which that problem can be solved. \n2. To classify or standardize some problems that this problem can be specifically can be done by this method .\nFor ex; a. whenever there is a sparse matrix we apply Kruskal's Algorithm\n b. to find shortest path with multiple source we apply Ford Fulkerson Algorithm\n c. to find shortest path with single source we apply Dijkstra's Algorithm , etc. \n	2.5
36	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis helps us to analyze the program's complexity. Using which we can optimize the program for less time and space complexity. Which will make the program run faster than before or use less space than before.	2.5
37	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis so that we can know which how algorithm can be optimized further and we can know its time and space complexity.	2.5
38	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to make the processes easier and to make these processes to work in a proper way. It also defines the Time and Space complexity of a program which shows that how much time and space the program can take . So according to it we decide that what kind of algorithm should be used in it.	2.5
39	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	The need to do algorithm analysis is to decrease the time complexity for solving a particular problem. Algorithm analysis decreases time and space complexity of a program which heals the system to complete the program efficiently.	2.5
40	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To solve the problem correctly and accurately by taking the less time and space. For choosing the best possible algorithm for solving the problem.	2.5
41	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to analyze algorithms to check the time and space taken by it to solve the problem and to improve it.	2.5
42	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to find out the appropriate and most efficient method to solve a problem with respect to time and space consumed.	2.5
43	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm helps us to solve the problems more efficiently and quickly. It helps us cover all the use cases of the problem and eventually coming up with the best of best of solution. It saves our time, resources, and energy and also helps us achieve efficiency.	2.5
44	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm Analysis is necessary to understand the working of an algorithm and learn about its time and space complexity. To identify which algorithm gives an optimal solution in less time. To differentiate between two algorithms used to find out the same thing and find which one of them is more efficient.	2.5
45	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	For the efficiency of doing a task according to different characteristics, we need to do algorithm analysis.	2.5
46	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to check that the algorithm which we are defining or structuring for a particular problem is not using excessive space to perform a simple task or not taking excessive time to work. Through analyzing various algorithm, we can find the best solution to the problem.	2.5
47	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis in order to compare the different algorithms used to solve a particular problem based on their time complexity and spce complexity.	2.5
48	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis so as to make the program more optimum in respect of time and space complexity.	2.5
49	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis in order to understand the time complexity of our codes in order to make our applications run faster, and be more optamised	2.5
50	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis because to find out the time complexity and space complexity of the particular algorithm. Also to find out that the algorithm gives correct solution.	2.5
51	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is required so that we can check whether the algorithm we designed is efficient one or not. It is required to keep a track of time complexity as well as space complexity so that the algorithm is designed within the time frame and space given by the user along with desired inputs and outputs.\nEx: If the user has asked to solve the problem in time O(log n) then we need to check for the loops and other things to see whether it is in that time or not. This can only be done if we analysis our designed or used algorithm.	2.5
52	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Need for algorithm analysis is used to check if algorithm is efficient or not. Algorithm should be time and space effecient.	2.5
53	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To discover its characteristics in order to evaluate its suitability for various applications or compare it with other algorithms for the same application.	2.5
54	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis for understanding how each algorithm differs with respect to space and time as we have to calculate each algorithms time complexity and space complexity and compare them accordingly by calculating the average time complexity and worst case .	2.5
55	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis so that we can save time and memory by developing a faster and efficient code that does the operation in least time and uses less resources.	2.5
56	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to compare different algorithms and decide which one is more optimal and useful than the other.	2.5
57	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	for a particular problem statement we can get various approaches to reach the solution but to get the optimized and perfectly elastic solution we analysis,	2.5
58	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to get the optimal solution. We make sure that the algorithm we use gives complete solution and also keeping in mind the time and space complexity.	2.5
59	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to choose the optimal method according to our needs. Whether we need less time, less space, we can get an understanding of all the parameters using algorithm analysis	2.5
60	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	1)to find time complexity\n2)to find space complexity	2.5
61	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to find most efficient algorithm that uses least resources and takes less time	2.5
62	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to get the efficient code so that it takes minimum time, space and easy to understand with the most efficient use to us	2.5
63	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	When we large of data and we want to perform the operation then we need to analysis and understand which type of algorithms will work that set of data and perform our operation faster.\n	2.5
64	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis to obtain optimal space and time complexity.	2.5
65	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to find out that how much time a algorithm is going to take to get processed completely whether in its best, average or worst case and compare between different algorithms to find out which one is best .	2.5
66	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is very important in case we have insufficient and lacking algorithms. We need to analyze the algorithms to come up with optimal solutions and check for use of any such lacking algorithm.	2.5
67	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do algorithm analysis for finding the algorithm i.e efficient, save time and space complexity	2.5
68	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	\nPredict the behavior of an algorithm without implementing it on a specific.\nIt is not possible the prdict the behaviour of the algorithm.\nTo solve a complex problems with the help of the algorithm .	2.5
69	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis for a efficient a program which would take less space and work in the fastest time possible .	2.5
70	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Different Algorithms use different times and take up different amounts of space to solve the same problem. Some algorithms take more time to solve a particular problem than others. The objective of algorithm analysis is to find the optimal algorithm for a particular problem or set of problems that solves it in the least amount of time and takes the least amount of space possible.	2.5
71	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis tells us about the algorithm's efficiency, its space usage, etc. This helps us to compare the algorithms and choose the best one depending upon the case.	2.5
72	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to make the programs more efficient and fast for the end user. it should provide as seemless experience as possble.\n	2.5
73	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis so that we can optimally use the resources of the system and can carry out the operations in an efficient way.	2.5
74	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is necessary for a code because every problem has different kinds of solutions, and each solution has it own specialities\nby doing this analysis we get to know that which solution to the problem suits best to what we desire as a result.	2.5
75	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to find the optimum solution of a problem which has least time and space complexity.	2.5
76	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is one of the important aspect to judge the specific algo with others to choose the best suited one.\nNow this include majorly few things first major aspect is the time complexity and the other one is the space complexity .	2.5
77	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to see the time/space complexity i.e., the amount of time or space an algorithm is going to take. It is essential to determine this so that we can use the most optimal algorithm.	2.5
78	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to find the least time complexity so that we can write an efficient code to solve a particular problem. We can also find the comapre two alogrithms before even running it on the compiler	2.5
79	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To predict the behavior of an algorithm without implementing it on a specific computer. It is much more easier to have simple measures for the efficiency of an algorithm than to implement the algorithm and test the efficiency every time a certain parameter is passed.	2.5
80	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	because some algorithms may be correct but take a lot of time or space. this also could end up in failure of the code. to avoid this, we analyze algorithms to make sure to run efficient algorithms only	2.5
81	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analalysis is helpfull in case of where we want greedy answer or faster answer in lessder timew or..we want optiumal solution of various problems	2.5
82	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	In order to find the best possible algorithm/solution that keeps in mind for the time and space complexity for a given problem, we need to do algorithm analysis.\n	2.5
83	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To check the efficiency as efficient algorithm can directly affect system performance.It might take more time or more space than the required time and space which might lead to more hardware which wont be cost efficient too or it can lead to system failure too	2.5
84	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to understand and implement algorithms in a better and improved way and suggest the necessary changes required.	2.5
85	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need to do algorithm analysis so that our proposed algorithm would work more efficiently on the basis of space and time	2.5
86	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to analyse algorithm to frame a suitable working complied running code which throws no error	2.5
87	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	to learn about it's space and time complexity and use memory space efficiently and improve program's performance.	2.5
88	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm is the basic implementation of the code.\nAlgorithm Analysis is needed because it makes easier for programmer to code if we have develop a algorithm or the basic implementation for the required output.	2.5
89	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Because the accidental use of an inefficient algorithm can significantly impact system performance.	2.5
90	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis provide theoretical estimation for required resources of an algorithm to solve.	2.5
91	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	we need algorithm analysis to solve our problem more efficiently and optimally. It reduces the error and helps to reach our goal within required time complexity.	2.5
92	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need to do Algorithm Analysis to analyze the time and space complexities of a program. The lesser the time and space complexities the better the program works.	2.5
93	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	For getting optimal analysis of the algorithm for getting better time and space complexity.	2.5
94	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Because when we attempt to solve a particular type of problems all of then use same type of conditions so we make a algorithm to make it easier to understand a type of approach to a question.	2.5
95	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need a algorithm analysis to efficiently perform and find a optimized solution in terms of time and space.	2.5
96	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	Algorithm analysis is required to compute the efficiency of any algorithm in its best case, worst case or average case. This also gives us an idea about which algorithm is best suited for performing a particular task.	2.5
97	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	algorithm analysis is basically steps which we write after looking into the problem\nthrough the step wise description it become better to understand and deal with the problem	2.5
98	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis to find the efficient algorithm for a particular set of problems, that would satisfy the required time and space complexities.	2.5
99	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	We need algorithm analysis so that we get the information about the time and space complexity so that we can reduce this and make better algorithms	2.5
100	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To analyze the time and space complexity of an algorithm to optimize them and make them efficient so that they run faster and with fewer resources.	2.5
101	Why we need to do algorithm analysis?	A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.	To know how much work our program is doing without algorithm and \nto make it efficient using different algorithms to reduce the work,\nto make our program optimal and in better time complexity and space analysis.	2.5

1

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to verify/test the efficiency of an algorithm as there are multiple ways/algorithms to solve the same problem/issue.

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2

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to determine the complexity of an algorithm. some algorithm takes complexity of O(n) while some are of the order of O(logn) and some are of exponential time complexity so to determine time complexity and analysis time we need to analyze algorithm

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3

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis so we can analysis time complexity of different algorithms and compare them with each other and use the algorithm whos complexity is less than others

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4

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis for finding the best function to perform a particular task. This is done by finding an algorithm that takes the least time complexity as well as least auxiliary space(space Complexity). Though many algorithm work equally efficiently for smaller datasets, but the best algorithm is found when it runs the most efficiently for very large amount of data.

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5

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We require algorithm analysis so that we can analyze the efficiency of any particular algorithm. There are many ways to solve any given problem, but we want to consider the best possible algorithm that is time efficient and memory efficient.

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6

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is used to find the time complexity and space complexity of a particular algorithm. \nWe analyze all the cases of algorithm like best, worst and average cases.

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8

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We do algorithm analysis to check the time and space complexity of the algorithm and to reduce the time and space complexity of the algorithm so that the algorithm can be implemented in less time and more efficiently.

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9

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis because there are many complex operations which when done with normal methods will take forever to complete and very large space. Algorithm analysis is needed to save time and space for such complex operations.

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10

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to understand the program efficiently and compute the code by solving the program step by step

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11

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to study the problem and to give a best or perfect solution of it by using least time complexity and space complexity so that the problem can be solved efficiently and correctly .

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12

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is needed to get the better understanding of the algorithms or to get the use and optimized solution for any problem that can reduce the time and space complexity.

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13

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We use algorithm analysis for analyzing different problems and programs to run . And to identify new various method and solutions.

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14

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis in order to judge the space and time complexity of an algorithm to function. The lesser the amount of time and space taken the better and more efficient the algorithm is in solving complex problems.

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15

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is done to know the time and space complexity for a program so that a task can be done most efficiently.

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16

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To analise the efficiency of algorithm.\n- To compute Space and Time complexity.\n- Check whether algorithm solve actual problem or not.

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17

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis helps us approximately calculate the time and space complexity of our algorithm.\nSince running algorithms at a large scale includes high costs...\nso algorithm analysis helps us to optimize the algorithm to lower the actual running costs.

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18

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis because on industrial or big scale we always require a code whose time and space complexity are minimum. Hence, algorithm analysis helps us in calculating the space and time complexity.

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19

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

1. In order to analysis the time complexity the efficient time algorithm will take to complete ,space complexity (created due to creation of arrays ,variables) of the algorithm.\n2. To detect which is the best suited algorithm which covers all the worst cases, edges cases of the algorithms.\n3.is also helps to eliminate Time limit Exceeded of the algorithm.\n4. symptotic and asymptotic analysis can be made.

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20

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to understand the code deeply and to know how the code actually functions.\nAlso algorithm analysis helps us to find the time complexity of the algorithm and thus without actually having to implement the code on the compiler, we can get the approximate time in which the algorithm will produce the output.\nAlgorithm analysis also helps us to find the space complexity and helps us to realize which algorithm best suits the question.

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21

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to improve the efficiency of the program by reducing time and space complexities and also to find out ant problems and deficiencies in the program. Algorithm analysis helps us in overcoming all the underlying factors and understand the program better.

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22

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm Analysis is related to improving the efficiency of a program by reducing the time complexities as well as the space complexities . Also algorithm analysis is used to find out any problems or deficiencies in the program.

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23

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm Analysis is needed to know the complexities ,the optimisation ,the approach,CPU processing and the way the program can be solved in different techniques using different methods.\n

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24

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis because there are multiple solutions to a problem and we need to identify the best solution according to given resources (like time and space available).\n

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25

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

For better solution and to know the Time complexity of algorithm .

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26

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To find the time and space taken by an algorithm so that we can find the most optimal solution for real-life problems.

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27

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To find optimal solutions to problems in the least time and space so that a program runs efficiently.

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28

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To find an optimal solution to a given problem and analyze the time and space complexity which further gives us an idea which algorithm is better for a particular problem.

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29

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to analyze the algorithm to find that is the algorithm optimal and efficient for the given condition. As we know that different algorithm is suitable for different problem and analysis of the algorithm tell us the time complexity space complexity for better analysis.

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30

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to find a better solution to solve a problem in terms of time complexity and space complexity: to solve a problem faster and by using minimum memory space possible.

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31

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to break the problem into smaller subparts and to minimize the complexity of time and space .it gives the optimal solution in the specified condition.

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32

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to solve given problem in minimum time and with less space requirement. we always try to solve problem in efficient way so that our output should be fast. for this we have to look after a given problem in many ways. suppose we solve any problem in n^2 then we try to solve the same problem in lesser time. for that we need different algorithm.

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33

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis to check whether a algorithm is effective or not for a given problem and to know that algorithm is a time efficient, and to know how much space a given algorithm is going to take .

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34

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We do algorithm analysis to find the process that give us the solution is the best time complexity and space complexity .The lower the time and space complexity the better the solution will be this is the reason to do algorithm analysis.

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35

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do Algorithm analysis \n1. to identify in which time complexity we can solve the problem. Basically we solve the program with that algorithm which takes less time or whose time complexity is less than all the other approaches or method by which that problem can be solved. \n2. To classify or standardize some problems that this problem can be specifically can be done by this method .\nFor ex; a. whenever there is a sparse matrix we apply Kruskal's Algorithm\n b. to find shortest path with multiple source we apply Ford Fulkerson Algorithm\n c. to find shortest path with single source we apply Dijkstra's Algorithm , etc. \n

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36

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis helps us to analyze the program's complexity. Using which we can optimize the program for less time and space complexity. Which will make the program run faster than before or use less space than before.

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37

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis so that we can know which how algorithm can be optimized further and we can know its time and space complexity.

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38

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to make the processes easier and to make these processes to work in a proper way. It also defines the Time and Space complexity of a program which shows that how much time and space the program can take . So according to it we decide that what kind of algorithm should be used in it.

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39

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

The need to do algorithm analysis is to decrease the time complexity for solving a particular problem. Algorithm analysis decreases time and space complexity of a program which heals the system to complete the program efficiently.

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40

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To solve the problem correctly and accurately by taking the less time and space. For choosing the best possible algorithm for solving the problem.

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41

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to analyze algorithms to check the time and space taken by it to solve the problem and to improve it.

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42

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to find out the appropriate and most efficient method to solve a problem with respect to time and space consumed.

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43

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm helps us to solve the problems more efficiently and quickly. It helps us cover all the use cases of the problem and eventually coming up with the best of best of solution. It saves our time, resources, and energy and also helps us achieve efficiency.

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44

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm Analysis is necessary to understand the working of an algorithm and learn about its time and space complexity. To identify which algorithm gives an optimal solution in less time. To differentiate between two algorithms used to find out the same thing and find which one of them is more efficient.

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45

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

For the efficiency of doing a task according to different characteristics, we need to do algorithm analysis.

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46

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to check that the algorithm which we are defining or structuring for a particular problem is not using excessive space to perform a simple task or not taking excessive time to work. Through analyzing various algorithm, we can find the best solution to the problem.

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47

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis in order to compare the different algorithms used to solve a particular problem based on their time complexity and spce complexity.

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48

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis so as to make the program more optimum in respect of time and space complexity.

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49

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis in order to understand the time complexity of our codes in order to make our applications run faster, and be more optamised

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50

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis because to find out the time complexity and space complexity of the particular algorithm. Also to find out that the algorithm gives correct solution.

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51

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is required so that we can check whether the algorithm we designed is efficient one or not. It is required to keep a track of time complexity as well as space complexity so that the algorithm is designed within the time frame and space given by the user along with desired inputs and outputs.\nEx: If the user has asked to solve the problem in time O(log n) then we need to check for the loops and other things to see whether it is in that time or not. This can only be done if we analysis our designed or used algorithm.

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52

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Need for algorithm analysis is used to check if algorithm is efficient or not. Algorithm should be time and space effecient.

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53

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To discover its characteristics in order to evaluate its suitability for various applications or compare it with other algorithms for the same application.

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54

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis for understanding how each algorithm differs with respect to space and time as we have to calculate each algorithms time complexity and space complexity and compare them accordingly by calculating the average time complexity and worst case .

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55

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis so that we can save time and memory by developing a faster and efficient code that does the operation in least time and uses less resources.

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56

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to compare different algorithms and decide which one is more optimal and useful than the other.

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57

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

for a particular problem statement we can get various approaches to reach the solution but to get the optimized and perfectly elastic solution we analysis,

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58

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to get the optimal solution. We make sure that the algorithm we use gives complete solution and also keeping in mind the time and space complexity.

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59

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to choose the optimal method according to our needs. Whether we need less time, less space, we can get an understanding of all the parameters using algorithm analysis

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60

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

1)to find time complexity\n2)to find space complexity

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61

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to find most efficient algorithm that uses least resources and takes less time

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62

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to get the efficient code so that it takes minimum time, space and easy to understand with the most efficient use to us

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63

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

When we large of data and we want to perform the operation then we need to analysis and understand which type of algorithms will work that set of data and perform our operation faster.\n

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64

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis to obtain optimal space and time complexity.

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65

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to find out that how much time a algorithm is going to take to get processed completely whether in its best, average or worst case and compare between different algorithms to find out which one is best .

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66

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is very important in case we have insufficient and lacking algorithms. We need to analyze the algorithms to come up with optimal solutions and check for use of any such lacking algorithm.

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67

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do algorithm analysis for finding the algorithm i.e efficient, save time and space complexity

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68

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

\nPredict the behavior of an algorithm without implementing it on a specific.\nIt is not possible the prdict the behaviour of the algorithm.\nTo solve a complex problems with the help of the algorithm .

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69

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis for a efficient a program which would take less space and work in the fastest time possible .

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70

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Different Algorithms use different times and take up different amounts of space to solve the same problem. Some algorithms take more time to solve a particular problem than others. The objective of algorithm analysis is to find the optimal algorithm for a particular problem or set of problems that solves it in the least amount of time and takes the least amount of space possible.

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71

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis tells us about the algorithm's efficiency, its space usage, etc. This helps us to compare the algorithms and choose the best one depending upon the case.

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72

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to make the programs more efficient and fast for the end user. it should provide as seemless experience as possble.\n

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73

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis so that we can optimally use the resources of the system and can carry out the operations in an efficient way.

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74

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is necessary for a code because every problem has different kinds of solutions, and each solution has it own specialities\nby doing this analysis we get to know that which solution to the problem suits best to what we desire as a result.

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75

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to find the optimum solution of a problem which has least time and space complexity.

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76

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is one of the important aspect to judge the specific algo with others to choose the best suited one.\nNow this include majorly few things first major aspect is the time complexity and the other one is the space complexity .

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77

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to see the time/space complexity i.e., the amount of time or space an algorithm is going to take. It is essential to determine this so that we can use the most optimal algorithm.

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78

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to find the least time complexity so that we can write an efficient code to solve a particular problem. We can also find the comapre two alogrithms before even running it on the compiler

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79

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To predict the behavior of an algorithm without implementing it on a specific computer. It is much more easier to have simple measures for the efficiency of an algorithm than to implement the algorithm and test the efficiency every time a certain parameter is passed.

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80

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

because some algorithms may be correct but take a lot of time or space. this also could end up in failure of the code. to avoid this, we analyze algorithms to make sure to run efficient algorithms only

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81

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analalysis is helpfull in case of where we want greedy answer or faster answer in lessder timew or..we want optiumal solution of various problems

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82

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

In order to find the best possible algorithm/solution that keeps in mind for the time and space complexity for a given problem, we need to do algorithm analysis.\n

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83

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To check the efficiency as efficient algorithm can directly affect system performance.It might take more time or more space than the required time and space which might lead to more hardware which wont be cost efficient too or it can lead to system failure too

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84

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to understand and implement algorithms in a better and improved way and suggest the necessary changes required.

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85

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need to do algorithm analysis so that our proposed algorithm would work more efficiently on the basis of space and time

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86

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to analyse algorithm to frame a suitable working complied running code which throws no error

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87

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

to learn about it's space and time complexity and use memory space efficiently and improve program's performance.

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88

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm is the basic implementation of the code.\nAlgorithm Analysis is needed because it makes easier for programmer to code if we have develop a algorithm or the basic implementation for the required output.

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89

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Because the accidental use of an inefficient algorithm can significantly impact system performance.

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90

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis provide theoretical estimation for required resources of an algorithm to solve.

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91

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

we need algorithm analysis to solve our problem more efficiently and optimally. It reduces the error and helps to reach our goal within required time complexity.

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92

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need to do Algorithm Analysis to analyze the time and space complexities of a program. The lesser the time and space complexities the better the program works.

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93

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

For getting optimal analysis of the algorithm for getting better time and space complexity.

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94

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Because when we attempt to solve a particular type of problems all of then use same type of conditions so we make a algorithm to make it easier to understand a type of approach to a question.

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95

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need a algorithm analysis to efficiently perform and find a optimized solution in terms of time and space.

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96

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

Algorithm analysis is required to compute the efficiency of any algorithm in its best case, worst case or average case. This also gives us an idea about which algorithm is best suited for performing a particular task.

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97

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

algorithm analysis is basically steps which we write after looking into the problem\nthrough the step wise description it become better to understand and deal with the problem

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98

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis to find the efficient algorithm for a particular set of problems, that would satisfy the required time and space complexities.

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99

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

We need algorithm analysis so that we get the information about the time and space complexity so that we can reduce this and make better algorithms

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100

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To analyze the time and space complexity of an algorithm to optimize them and make them efficient so that they run faster and with fewer resources.

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101

Why we need to do algorithm analysis?

A problem can be solved in more than one ways. So, many solution algorithms can be derived for a given problem. We analyze available algorithms to find and implement the best suitable algorithm.

To know how much work our program is doing without algorithm and \nto make it efficient using different algorithms to reduce the work,\nto make our program optimal and in better time complexity and space analysis.

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