带约束优化问题的遗传算法  

Genetic Algorithm of Constrained Optimization

作　　者：王允建[1] 杨国亮[1] 李钟侠[1] 

机构地区：[1]江西理工大学机电工程学院,江西赣州341000

出　　处：《兵工自动化》2005年第1期57-58,共2页Ordnance Industry Automation

摘　　要：针对带约束优化问题,提出了隔离小生境的多种群孤立进化遗传算法。定义某已知函数,按组划分小生境,计算适应值。对每个小生境进行选择组成交配池,进行单点交叉,再计算适应值,选择下一代种群。该算法适用于非线性系统模糊控制器的优化问题。Aiming at the special problem of constrained optimization, multi-genus group genetic algorithm based on independence inches is presented. A known function was defined and inch was divided according to group, and fitness value was calculated. Each inch was selected to form crossness-pools, Single point was crossed respectively and then fitness value was calculated again, next genus group was selected. Genetic algorithm is applicable in optimization problem of fuzzy controller in nonlinear system.

关 键 词：遗传算法 约束优化 小生境 

分 类 号：TP301.6[自动化与计算机技术—计算机系统结构]