摘要
在分析混沌序列遍历性基础上,将混沌序列映射到多极点目标函数的搜索区间搜索全局最优解.研究混沌优化算法的一般步骤,设计和实现混沌优化算法,并将混沌优化算法应用于带约束条件的最优化求解问题.仿真结果表明,混沌优化算法具有较好的全局搜索最优解能力,验证了其在约束优化问题求解上的可行性和有效性.
Based on the analysis of ergodicity of chaotic sequences,We can search global optimal solution that the chaotic sequence is mapped to the search rigion. Studying the general procedure of chaos optimization algorithm,designing and implementing chaos optimization algorithm,we apply the chaos optimization algorithm to the optimization problem with constrained condition. The simulation results prove the chaos optimization algorithm has better global search ability for solving constrained optimization problems and test its feasibility and effectiveness.
出处
《许昌学院学报》
CAS
2016年第5期30-34,共5页
Journal of Xuchang University
基金
河南省高校重点科研项目(16A520070)
2015年度许昌市科技攻关项目(1502088)
关键词
混沌优化
约束条件
全局搜索
遍历性
chaos optimization
constrained condition
global search
ergodicity
