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Local interaction evolution strategies for design optimization

机译:设计优化的局部交互演化策略

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This paper studies and describes two classes of local interactionevolution strategies (LES) where the choice of parents for mating aswell as the decision for survival and replacement are performed locallyonly. The entire population is now considered to consist of spatiallydistributed individuals each belonging to its own overlappingneighborhood and selection operates on a set of local pools. Thespecific real-world application considered is the optimization of a2-lens-system being part of a heterodyne receiver, a micro-opticalcommunication module. The goal is to optimize the system to be asinsensitive to fabrication tolerances as possible while stillmaintaining optimal properties. This task is highly multi-modal andmulti-objective too. The evaluation of each design variant is based on asimulation model and thus is a time consuming task
机译:本文研究并描述了两类本地交互 进化策略(LES),其中选择要交配的父母 生存和更换的决定是在当地执行的 只要。现在认为整个人口包括空间 分散的个人,每个人都属于自己的重叠 邻域和选择在一组本地池上进行。这 特定的实际应用被认为是对 2镜头系统是外差接收器的一部分,微光学接收器 通信模块。目标是将系统优化为 仍然对制造公差不敏感 保持最佳性能。该任务是高度多模式的, 也是多目标的每个设计变体的评估均基于 仿真模型,因此是一项耗时的任务

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