Amortized weight-balanced trees: analyze weight-balanced BST operations.
Analyze the amortized weight-balanced trees: analyze weight-balanced bst operations..
Examples
Input: "test_input_1"
Output: "output_1"
Input: "test_input_2"
Output: "output_2"
Hints
Recall that weight-balanced trees maintain balance by ensuring that the weight of each subtree is within a constant factor of its sibling's weight. How does this property influence the amortized cost of operations like insertion and deletion?
Consider the potential method for analyzing amortized costs. Define a suitable potential function that captures the "imbalance" in the tree, and derive the amortized cost of a rebalancing operation (e.g., splitting or merging subtrees) using this function.
Prove that the total number of rebalancing operations (e.g., splits or merges) over a sequence of m operations is O(m) by carefully bounding the potential function's growth. How does this relate to the amortized cost per operation?
Amortized weight-balanced trees: analyze weight-balanced BST operations.
Analyze the amortized weight-balanced trees: analyze weight-balanced bst operations..