首页> 外国专利> Optimized seeding of evolutionary algorithm based simulations

Optimized seeding of evolutionary algorithm based simulations

机译:基于仿真的进化算法的优化播种

摘要

Seed candidate solutions can be inserted into the later generations of the population of an optimization problem during an evolutionary algorithm based simulation. Seed candidate solutions can be determined in response to an evolutionary algorithm based simulator receiving a problem description of an optimization problem. The seed candidate solutions can be sorted according to the seed candidate solutions' fitness. The simulator can start an evolutionary algorithm based simulation with a randomly generated initial population. The simulator can detect a condition for inserting seed candidate solutions into the population. The simulator can then insert the first seed candidate into the current population that is generated by the simulator in accordance with the evolutionary algorithm. A solution to the optimization problem can be determined based on successive generation of candidate solutions and insertion of additional seed candidate solutions in subsequent generations of the population.
机译:在基于进化算法的仿真过程中,可以将种子候选解插入优化问题总体的后代。可以响应于基于进化算法的模拟器接收优化问题的问题描述来确定种子候选解。可以根据种子候选者解的适合度对种子候选者解进行分类。模拟器可以使用随机生成的初始种群开始基于进化算法的模拟。模拟器可以检测将种子候选解插入种群的条件。然后,仿真器可以将第一种子候选者插入到仿真器根据进化算法生成的当前种群中。可以基于候选解决方案的连续生成以及在种群的后续生成中插入其他种子候选解决方案来确定优化问题的解决方案。

著录项

  • 公开/公告号US8577816B2

    专利类型

  • 公开/公告日2013-11-05

    原文格式PDF

  • 申请/专利权人 JASON F. CANTIN;

    申请/专利号US20090648959

  • 发明设计人 JASON F. CANTIN;

    申请日2009-12-29

  • 分类号G06F15/18;G06N3/00;G06N3/12;

  • 国家 US

  • 入库时间 2022-08-21 16:43:36

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