Type of Communication between Subpopulations and its Effect on the Multi-objective Search Manager Hybridization Framework
2020 28th Iranian Conference on Electrical Engineering (ICEE)(2020)
摘要
Sharing information about the best searching point through the communication process between subpopulations is an important step in island-based evolutionary algorithms. This sharing process can be carried out via three models: migration, a best and a model uses both prior models. In this paper, the impact of these three communication models is investigated on the Multi-objective Search Manager (MOSM) which is a recently proposed island-based framework for hybridizing different search strategies aiming to enhance the performance of optimization algorithm in solving multi-objective problems.
更多查看译文
关键词
Multi-objective search manager,island-based optimization,communication model,hybrid optimization
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要