A data structural expert considered executing two programs developed for the same purpose by two…

A data structural expert considered executing two programs developed for the same purpose by two students. The expert thought of which appropriate approach would be used to determine the efficiency of the two programs. Assume you are the expert, (a) Examine the most appropriate approach you would use to measure the efficiency of the algorithm (5 Marks) (b) Why would you choose one approach over the other in (a) above (5 Marks) (c) Explain with examples the suitable functions that would form the basis for determining the efficiency of the algorithm. (5 Marks) (d) Assuming the algorithms are A and B, clearly explain how would you determine the order of growth of these two algorithms. (5 Marks) Question Five You are considering implementing an algorithm that will keep daily stock and sales in your business with space optimization. (a) Write an algorithm that will implement such data structure for keeping stock and sales. (5 Marks) (b) Suppose a customer comes and you are supposed to search for an item in the data structure that you implemented. Explain the searching mechanism that you would use to find an item while minimizing the search time. (5 Marks) (c) Explain using an algorithm how you would practically perform the search and state the time complexity that will be involved. (5 Marks) (d) Assuming you decided to sort the elements in the data structure you zeroed on in (a) above, explain the sorting algorithm you will use to sort while minimizing the sorting time. (
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