Browsing School of Computer Science and Informatics by Author "Zeng, Sanyou"
Now showing items 1-3 of 3
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Memory-based multi-population genetic learning for dynamic shortest path problems
Diao, Yiya; Li, Changhe; Zeng, Sanyou; Mavrovouniotis, Michalis; Yang, Shengxiang (Conference)This paper proposes a general algorithm framework for solving dynamic sequence optimization problems (DSOPs). The framework adapts a novel genetic learning (GL) algorithm to dynamic environments via a clustering-based ... -
Multi-population methods in unconstrained continuous dynamic environments: the challenges
Li, Changhe; Nguyen, T. T.; Yang, Ming; Yang, Shengxiang; Zeng, Sanyou (Article)The multi-population method has been widely used to solve unconstrained continuous dynamic optimization problems with the aim of maintaining multiple populations on different peaks to locate and track multiple changing ... -
A novel multi-objective evolutionary algorithm based on space partitioning
Wu, Xiaofang; Li, Changhe; Zeng, Sanyou; Yang, Shengxiang (Conference)To design an e ective multi-objective optimization evolutionary algorithms (MOEA), we need to address the following issues: 1) the sensitivity to the shape of true Pareto front (PF) on decomposition-based MOEAs; 2) the ...