首页> 外文会议>2011 Seventh International Conference on Natural Computation >Assessment of the “Evaluation” function in the simulated evolution algorithm
【24h】

Assessment of the “Evaluation” function in the simulated evolution algorithm

机译:评估模拟进化算法中的“评估”功能

获取原文

摘要

Simulated Evolution is a stochastic evolutionary search strategy. The algorithm repeatedly executes evaluation, selection, and allocation steps in a sequence, until certain stopping conditions are met. The evaluation step assesses the quality of each individual element of a solution with respect to a single or multiple attributes. The outcome of this step, combined with the results of the selection step, play an important role during the allocation step, where the existing solution is perturbed to generate a new solution. This paper attempts to study the effect of the evaluation step on the quality of the solutions produced by the allocation step. Results suggest that, in general, the Unified And-Or (UAO) operator based evaluation scheme performs significantly well compared to other evaluation approaches.
机译:模拟进化是一种随机进化搜索策略。该算法按顺序重复执行评估,选择和分配步骤,直到满足某些停止条件为止。评估步骤针对单个或多个属性评估解决方案的每个单独元素的质量。此步骤的结果与选择步骤的结果相结合,在分配步骤中起着重要作用,在该步骤中,现有解决方案受到干扰,从而生成新的解决方案。本文试图研究评估步骤对分配步骤产生的解决方案质量的影响。结果表明,与其他评估方法相比,总体而言,基于统一与或(UAO)运算符的评估方案表现良好。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

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