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This study investigates the influence of several bound constraint handlingmethods (BCHMs) on the search process specific to Differential Evolution (DE),with a focus on identifying similarities between BCHMs and grouping patternswith respect to the number of cases when a BCHM is activated. The empiricalanalysis is conducted on the SBOX-COST benchmarking test suite, where boundconstraints are enforced on the problem domain. This analysis provides someinsights that might be useful in designing adaptive strategies for handlingsuch constraints.

Patterns of Convergence and Bound Constraint Violation in Differential Evolution on SBOX-COST Benchmarking Suite