For each algorithm, always explain how and why they work. If not by a proof, at...

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For each algorithm, always explain how and why theywork. If not by a proof, at least by a clear explanation.ALWAYS, analyze the running time complexity of youralgorithms. Do not write a program. Write pseudo codes or explainin words

Q2: Give a data structure that implements a Min-Heap and thecommand Max(S) that returns the maximum in the heap. Try and makethe last operation as fast as possible.

Q3: (a)Show how to implement a Queue by a Priority Queue. Whatis the run time per operation?

(b) Show how to implement a Stack using Priority Queue. What isthe run time per operation?

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Solution 1 There are many ways of implementing a heap tree in the memory and one such way is to use the linked lists to perform the operations over the binary heap but the complexity of one such method is very high as you would have to maintain a lot of pointers in the memory to not just traverse the elements of the heap but to implement the algorithms as well On the other hand arrays can also be used for the implementation of the same and the complexity in that is much less as compared to that using the linked lists this is because of the fact that the space complexity of this solution is much less as compared to the space complexity of the solution using the linked lists So if you want to get the minimum element from the minheap then its always going to cost you O1    See Answer
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