2 papers
cs.NE2026
RCMAES: A Robust CMA-ES Variant for CEC2026 Competition
Khoirul Faiq Muzakka, Sören Möller, Martin Finsterbusch
This paper proposes RCMAES, a novel variant of the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) for CEC benchmark optimization. RCMAES integrates a dimension-dependent…
cs.NE2025
Robust Differential Evolution via Nonlinear Population Size Reduction and Adaptive Restart: The ARRDE Algorithm
Khoirul Faiq Muzakka, Ahsani Hafizhu Shali, Haris Suhendar +2
Robustness across heterogeneous optimization regimes remains a central challenge in bound-constrained continuous optimization. In practice, users often prefer optimizers that remai…