Neural and Evolutionary Computing · Computer Science
Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering
S. C. Maree, T. Alderliesten, D. Thierens, P. A. N. Bosman
2018-10-17
Neural and Evolutionary Computing · Computer Science
Modified CMA-ES Algorithm for Multi-Modal Optimization: Incorporating Niching Strategies and Dynamic Adaptation Mechanism
Wathsala Karunarathne, Indu Bala, Dikshit Chauhan, Matthew Roughan +1
2024-07-02
Neural and Evolutionary Computing · Computer Science
CR-BLEA: Contrastive Ranking for Adaptive Resource Allocation in Bilevel Evolutionary Algorithms
Dejun Xu, Jijia Chen, Gary G. Yen, Min Jiang
2025-06-10
Neural and Evolutionary Computing · Computer Science
A Nonlinear African Vulture Optimization Algorithm Combining Henon Chaotic Mapping Theory and Reverse Learning Competition Strategy
Baiyi Wang, Zipeng Zhang, Patrick Siarry, Xinhua Liu +4
2024-03-27
Neural and Evolutionary Computing · Computer Science
Advancements in Multimodal Differential Evolution: A Comprehensive Review and Future Perspectives
Dikshit Chauhan, Shivani, Donghwi Jung, Anupam Yadav
2025-09-09
Neural and Evolutionary Computing · Computer Science
Hybridizing the 1/5-th Success Rule with Q-Learning for Controlling the Mutation Rate of an Evolutionary Algorithm
Arina Buzdalova, Carola Doerr, Anna Rodionova
2020-06-22
Neural and Evolutionary Computing · Computer Science
Lens-descriptor guided evolutionary algorithm for optimization of complex optical systems with glass choice
Kirill Antonov, Teus Tukker, Tiago Botari, Thomas H. W. Bäck +2
2026-01-30
Machine Learning · Computer Science
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization
Angelos Chatzimparmpas, Rafael M. Martins, Kostiantyn Kucher, Andreas Kerren
2024-04-19
Neural and Evolutionary Computing · Computer Science
Multiobjective Optimization Differential Evolution Enhanced with Principle Component Analysis for Constrained Optimization
Wei Huang, Tao Xu, Kangshun Li, Jun He
2019-11-11
Neural and Evolutionary Computing · Computer Science
GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms
Valentin Khrulkov, Andrey Galichin, Denis Bashkirov, Dmitry Vinichenko +4
2025-11-25
Neural and Evolutionary Computing · Computer Science
A Hybrid Cooperative Co-evolution Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters
Mehdi Neshat, Bradley Alexander, Markus Wagner
2020-07-07
Neural and Evolutionary Computing · Computer Science
Whale swarm algorithm with the mechanism of identifying and escaping from extreme points for multimodal function optimization
Bing Zeng, Xinyu Li, Liang Gao, Yuyan Zhang +1
2019-07-08
Computational Engineering, Finance, and Science · Computer Science
Using Evolution Strategy with Meta-models for Well Placement Optimization
Zyed Bouzarkouna, Didier Yu Ding, Anne Auger
2010-11-25
Neural and Evolutionary Computing · Computer Science
Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+\lambda)$ EA Variants on OneMax and LeadingOnes
Carola Doerr, Furong Ye, Sander van Rijn, Hao Wang +1
2018-08-20