首页> 外国专利> OPTIMIZING DEVICE AND METHOD THEREOF BY GENETIC ALGORITHM BASED ON UNBALANCED EVOLUTION THEORY

OPTIMIZING DEVICE AND METHOD THEREOF BY GENETIC ALGORITHM BASED ON UNBALANCED EVOLUTION THEORY

机译:基于不平衡进化理论的遗传算法优化装置及其方法

摘要

PROBLEM TO BE SOLVED: To eliminate the setting of a mutation rate and to obtain a highly optimum solution from the initial stage of optimization by selecting an optimum solution candi date obtaining maximum adaptability and judging whether the optimum solution candidate is converged to the optimum solution or not. SOLUTION: A candidate group division generation part 4 inputs the first optimum solution candidate from an optimum solution candidate initial generation part 3, repeats division and copy for plural times and generates the candidate group of the optimum solution. An evaluation/selection part 5 calculates optimum degrees on all the optimum solution candidates from an evaluation function inputted from a data condition input part 2 and holds the highest optimum solution candidate to the next generation evolution. A convergence judgment part 6 executes convergence judgment on the selected optimum solution candidate and outputs the optimum solution candidate when the solutions are judged to be converged to the optimum one and the judgment result of the success of convergence to an output part 7. When it is judged that the solution is not converged to the optimum one and the number of generation evolution does not reach the scheduled one, the optimum solution candidate at that time is outputted to the candidate group division generation part 4 and a previous processing is repeated.
机译:要解决的问题:通过选择获得最佳适应性的最佳解法候选者,并判断最佳解法候选者是否收敛到最佳解法,来消除突变率的设置并从优化的初始阶段获得高度优化的解法。不。解决方案:候选组划分生成部4从最优解候选初始生成部3输入第一最优解候选,重复划分和复制多次,并生成最优解的候选组。评估/选择部分5根据从数据条件输入部分2输入的评估函数计算所有最佳解候选者的最优度,并将最高的最佳解候选者保持到下一代进化。收敛判定部6对选择出的最优解候选进行收敛判定,在判定为收敛到最优解时将最优解候选输出,将收敛成功的判定结果输出到输出部7。如果判断为解未收敛到最优解,并且生成演化次数未达到预定的解,则将当时的最优解候选输出到候选组分割生成部4,并重复先前的处理。

著录项

  • 公开/公告号JPH09251446A

    专利类型

  • 公开/公告日1997-09-22

    原文格式PDF

  • 申请/专利权人 NRI & NCC CO LTD;RES DEV CORP OF JAPAN;

    申请/专利号JP19960061408

  • 发明设计人 TERAOKA MASAYA;TERASAKI TAKESHI;

    申请日1996-03-18

  • 分类号G06F15/18;G05B13/02;G05B15/02;G06F9/44;G06F17/00;

  • 国家 JP

  • 入库时间 2022-08-22 03:34:39

相似文献

  • 专利
  • 外文文献
  • 中文文献
获取专利

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号