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As we saw in our discussion of QuickSelect, the selection problem asks us to determine the kth largest element out of a sequence of elements.
As we saw in our discussion of QuickSelect, the selection problem asks us to determine the kth
largest element out of a sequence of elements. In this problem, we will consider this problem in the
context of trees.
a pts Propose an algorithm that uses a heap to determine the kth largest element in an unsorted
sequence of elements. State the time complexity of this algorithm using Big Theta notation and prove
your result. Assume that k is not a constant, and must be considered within this analysis ie your
cost function should be Tn k Describe briefly how the different terms in your complexity bound
relate to the operations performed by this algorithm.
b pts Extend your solution to the above problem into a fully general sorting algorithm. Prove the
time and space complexity of this algorithm using Big Theta notation.
c pts Assuming that your data is stored in a balanced binary search tree, propose an algorithm for
determining the kth largest element in time and prove its correctness and time complexity
bounds. You may augment the nodes of the tree with additional information, so long as the additional
space complexity ie the cost of your additional data, not counting the cost of the tree itself
remains
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