Combinatorial Optimization
Competitive analysis is a method used to evaluate the performance of online algorithms by comparing their effectiveness against an optimal offline algorithm. This evaluation is crucial in understanding how well an online algorithm can make decisions with limited information and without the ability to look ahead. Competitive analysis provides a way to quantify the efficiency of these algorithms through a competitive ratio, which measures the worst-case performance of the online algorithm relative to the optimal solution.
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