数学杂志
數學雜誌
수학잡지
JOURNAL OF MATHEMATICS
2006年
2期
119-124
,共6页
演化算法%多峰%函数优化
縯化算法%多峰%函數優化
연화산법%다봉%함수우화
evolutionary algorithm(EA)%multi-modal%function optimization
本文主要研究了非线性规划中多峰问题的优化求解.通过引入精英库、灭绝再生等,提出了一个适用于求解多峰问题的通用演化算法;并且新算法在四个复杂的多峰函数和一个三十维的整数规划问题上进行了试验,得到了数值结果.
本文主要研究瞭非線性規劃中多峰問題的優化求解.通過引入精英庫、滅絕再生等,提齣瞭一箇適用于求解多峰問題的通用縯化算法;併且新算法在四箇複雜的多峰函數和一箇三十維的整數規劃問題上進行瞭試驗,得到瞭數值結果.
본문주요연구료비선성규화중다봉문제적우화구해.통과인입정영고、멸절재생등,제출료일개괄용우구해다봉문제적통용연화산법;병차신산법재사개복잡적다봉함수화일개삼십유적정수규화문제상진행료시험,득도료수치결과.
In this paper, we mainly aim at the optimization of multi-modal function in the nonlinear programming. We proposed a generic evolutionary algorithm for multi-modal function by introducing elitist bank, extinction and regeneration, etc. Furthermore, the new algorithm has been tested on four complicated multi-modal problems and a thirty dimensional integer programming and numerical results are obtained.
