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cs.NE2026
Parent Selection Mechanisms in Elitist Crossover-Based Algorithms
Andre Opris, Denis Antipov
Parent selection methods are widely used in evolutionary computation to accelerate the optimization process, yet their theoretical benefits are still poorly understood. In this pap…
cs.NE2026
When Switching Algorithms Helps: A Theoretical Study of Online Algorithm Selection
Denis Antipov, Carola Doerr
Online algorithm selection (OAS) aims to adapt the optimization process to changes in the fitness landscape and is expected to outperform any single algorithm from a given portfoli…