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constrained optimization genetic algorithm
相关语句
  约束遗传算法
     in addition, the concrete portfolio project must be settled, In this paper, model is amended to suit the actual situation at first, and the Constrained Optimization Genetic Algorithm is used to solve the problem.
     本文首先通过修改模型,使模型适应实际情况,再用针对该模型的约束遗传算法进行求解。
短句来源
  相似匹配句对
     Genetic Algorithm of Constrained Optimization
     带约束优化问题的遗传算法
短句来源
     Genetic algorithm solution for constrained optimization
     约束优化问题的遗传算法求解
短句来源
     Application of Genetic Algorithm to Constrained Optimization
     有约束优化中遗传算法的应用
短句来源
     Annealing-Genetic Algorithm for Constrained Optimization Problems
     求解约束优化问题的退火遗传算法
短句来源
     A New Genetic Algorithm for Constrained Optimization
     一种新的遗传算法求解约束优化问题
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Constrain processing is the most difficult problem in constrained optimization,especially for nonlinear constrain.Until now there is no very effective technique for this kind of questions.The punish function and the reparation strategy are combined for the ap-plication ofgenetic algorithms in nonlinearconstrained optimization,the constrained optimization genetic algorithms could convergemore quickly.This method could avoid producing unfeasible solutions,and...

Constrain processing is the most difficult problem in constrained optimization,especially for nonlinear constrain.Until now there is no very effective technique for this kind of questions.The punish function and the reparation strategy are combined for the ap-plication ofgenetic algorithms in nonlinearconstrained optimization,the constrained optimization genetic algorithms could convergemore quickly.This method could avoid producing unfeasible solutions,and solve the problem of genetic algorithms application in nonlinear constrained optimization.Many testing functions are made by test some methods.And the results show that they could all converge in feasible area excellently.

约束处理是约束优化的关键问题,特别是非线性约束的处理一直缺少特别有效的解决方法,将惩罚函数法与修复策略结合使用,可以有效地避免迭代过程中大量非可行解的产生,使得约束优化问题在惩罚函数和修复算子的协同作用下收敛于全局最优,较好地解决了在遗传算法约束优化问题中单独使用惩罚和修复方法时一些难以解决的问题。基于随机方向法构造的修复算子作用效果显著,采用多个测试函数对算法进行检验,均能较好地收敛于可行域中的最优解,验证了算法的可靠性。

 
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