ITSO: A novel inverse transform sampling-based optimization algorithm for stochastic search

NP Bakas, V Plevris, A Langousis… - … Research and Risk …, 2022 - Springer
Optimization algorithms appear in the core calculations of numerous Artificial Intelligence
(AI) and Machine Learning methods and Engineering and Business applications. Following …

Evolution strategies with Ledoit-Wolf covariance matrix estimation

O Kramer - 2015 IEEE Congress on Evolutionary Computation …, 2015 - ieeexplore.ieee.org
Evolution strategies are successful blackbox optimization algorithms for continuous solution
spaces. The covariance matrix adaptation evolution strategy (CMA-ES) and variants have …

Covariance Matrix Estimation

O Kramer, O Kramer - Machine Learning for Evolution Strategies, 2016 - Springer
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[图书][B] Continuous Black-Box Optimization: Samplings and Dynamic Environments

CK Au - 2015 - search.proquest.com
Numerical optimization is one of the most active research areas and is widely used in
science, engineering, economics and industry. In numerical black box optimization, the …