Improving LSHADE by means of a pre-screening mechanism

Author:

Zaborski Mateusz1,Mańdziuk Jacek1

Affiliation:

1. Warsaw University of Technology, Warsaw, Poland

Funder

BIOTECHMED-1 project granted by Warsaw University of Technology under the program Excellence Initiative: Research University (ID-UB)

Publisher

ACM

Reference32 articles.

1. Anne Auger and Nikolaus Hansen . 2005. A restart CMA evolution strategy with increasing population size. In 2005 IEEE congress on evolutionary computation , Vol. 2 . IEEE , 1769--1776. Anne Auger and Nikolaus Hansen. 2005. A restart CMA evolution strategy with increasing population size. In 2005 IEEE congress on evolutionary computation, Vol. 2. IEEE, 1769--1776.

2. LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation

3. Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problems

4. Lukáš Bajer , Zbyněk Pitra , Jakub Repickỳ , and Martin Holeňa . 2019. Gaussian process surrogate models for the CMA evolution strategy. Evolutionary computation 27, 4 ( 2019 ), 665--697. Lukáš Bajer, Zbyněk Pitra, Jakub Repickỳ, and Martin Holeňa. 2019. Gaussian process surrogate models for the CMA evolution strategy. Evolutionary computation 27, 4 (2019), 665--697.

5. Improving Differential Evolution through Bayesian Hyperparameter Optimization

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1. JADE with k Nearest Neighbors Surrogate Model;Proceedings of the Companion Conference on Genetic and Evolutionary Computation;2023-07-15

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