A crossmatch-based similarity metric is proposed to compare optimization algorithm search behaviors, applied to 114 MEALPY algorithms on BBOB, but the statistical independence assumption is violated by the shared-initial-population design.
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Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis
A crossmatch-based similarity metric is proposed to compare optimization algorithm search behaviors, applied to 114 MEALPY algorithms on BBOB, but the statistical independence assumption is violated by the shared-initial-population design.