Calculate time complexity using amortized analysis
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Question
Calculate time complexity using amortized analysis
Expert Solution
Step 1
Amortized analysis:
- Amortized Analysis is utilized in algorithms when one operation is relatively slow but the majority of all the other operations are much quicker.
- Programmers use Amortized Analysis to examine a sequence of processes and ensure a worst-case average time that is less than the worst-case time of a, particularly costly activity.
- Amortized complexity analysis is most often used for data structures having persistent states between actions.
- The underlying notion is that a costly operation might change the situation so that the worst-case scenario cannot occur again for a long period, thus amortizing its cost.
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