摘要
采用遗传进化技术和多智能体技术相结合的方法,实现了基于粗粒度的并行GA.该方法有利于改进遗传算法的性能,提高遗传算法搜索的效率.文中讨论的并行模型,最大的特点是通讯开销小.
The methods of design and implementation for Parallel Genetic Algorithm based on thick grain have been discussed in this paper, with the multi-agent combined with the genetic evolution technology. The methods are benefit to improve the performance of the Parallel Genetic Algorithm, and to raise the searching efficiency of the parallel genetic algorithm. The projecting feature in the parallel module is less communicating overhead.
出处
《湘潭大学自然科学学报》
CAS
CSCD
2004年第1期23-27,共5页
Natural Science Journal of Xiangtan University
基金
国家自然科学基金项目资助项目(69974043)
湖南省自然科学基金资助项目(01JJY2060)
湖南省教育厅资助项目(00C088)
关键词
多智能体
遗传算法
并行处理
Multi-agent
Parallel process
Genetic Algorithm
