Amortization/Accounting Method
From charlesreid1
The accounting method is a way of amortizing operations that performs an accounting or balancing method over the time utilized for different operations.
The canonical example is insertions and deletions. When we insert an item into a sorted structure, we pay log(N) cost to insert that item, and therefore pay log(N) cost when we insert it. The accounting method then allows us to account for that cost, adding a "log(N)" coin to our bank account. Then when we remove the item, we have already spent the log(N) cost to insert it, and we can spend that "log(N)" coin to remove the item without an amortized cost.
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Series on Algorithms
Algorithms/Sort · Algorithmic Analysis of Sort Functions · Divide and Conquer · Divide and Conquer/Master Theorem Three solid O(n log n) search algorithms: Merge Sort · Heap Sort · Quick Sort Algorithm Analysis/Merge Sort · Algorithm Analysis/Randomized Quick Sort
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Algorithm complexity · Theta vs Big O Amortization · Amortization/Aggregate Method · Amortization/Accounting Method Algorithm Analysis/Matrix Multiplication
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