Mathematical Logic
Worst-case analysis is a method used to evaluate the performance of algorithms by examining the maximum possible resource usage or running time under the most unfavorable conditions. This approach helps in understanding the upper limits of algorithm efficiency and ensures that even in the worst scenarios, the algorithm performs within acceptable bounds. It is particularly important in approximation algorithms and heuristics, as it provides a baseline for measuring their effectiveness and reliability when solving complex problems.
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