2 papers
cs.NE2025
A New Scope and Domain Measure Comparison Method for Global Convergence Analysis in Evolutionary Computation
Liu-Yue Luo, Zhi-Hui Zhan, Kay Chen Tan +1
Convergence analysis is a fundamental research topic in evolutionary computation (EC). The commonly used analysis method models the EC algorithm as a homogeneous Markov chain for a…
cs.NE2024
A Landscape-Aware Differential Evolution for Multimodal Optimization Problems
Guo-Yun Lin, Zong-Gan Chen, Chuanbin Liu +4
How to simultaneously locate multiple global peaks and achieve certain accuracy on the found peaks are two key challenges in solving multimodal optimization problems (MMOPs). In th…