Author

D. Vermetten

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Preprint Oct 2026

The Modular CMA-ES: A Framework for Modern Evolution Strategies

Since their introduction, modern evolution strategies, such as the Covariance Matrix Adaptation Evolution Strategy (CMA-ES), have become established as powerful methods for continuous black-box optimization. This success has led to a wide range of proposed modifications, each designed to improve performance or behavior...

J. de Nobel, D. Vermetten, Anna V. Kononova et al. · 0 citations

Preprint Aug 2026

Integer Natural Evolution Strategies

The DG distribution belongs to the exponential family, and it is established that DG-based step-size adaptation arises directly from the statistical structure of the mutation distribution, rather than as a discrete analog of continuous ES mechanisms.

J. D. Nobel, D. Vermetten, Hao Wang et al. · 0 citations