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Multi-objective optimization equipment, multi-objective optimization methods and multi-objective optimization program

机译:多目标优化设备,多目标优化方法和多目标优化程序

摘要

PPROBLEM TO BE SOLVED: To provide an apparatus, method and program for multiobjective optimization, enabling optimization of a determination variable for an optimization target having a restriction condition, with high accuracy in short time. PSOLUTION: A restriction violation flag indicative of whether or not a determination variable value, which is evaluated by a multiobjective evolutionary algorithm unit 2, an adaptation degree which is output from an optimization target 6, and a restriction variable value which is output from the optimization target 6, violate the restriction condition is stored into a search history memory 3 in a related manner as a search history. Upon decision of a determination variable value to be evaluated, a predetermined number of determination variable values, whose evaluations are completed and which are nearer to an unevaluated determination variable value, are selected from the search history stored in the search history memory 3. It is decided whether or not the unevaluated determination variable value is to be evaluated, based on whether or not the restriction violation flag, corresponding to the predetermined number of selected determination variable values, indicates the violation of the restriction condition. PCOPYRIGHT: (C)2010,JPO&INPIT
机译:<解决>要解决的问题:提供一种用于多目标优化的装置,方法和程序,使得能够在短时间内高精度地对具有限制条件的优化目标的确定变量进行优化。解决方案:表示是否由多目标进化算法单元2评估的确定变量值,从优化目标6输出的适应度以及输出的限制变量值的限制违反标志。违反限制条件的数据从检索对象的最优化目标6以相关方式存储在检索历史存储器3中作为检索历史。在确定要评估的确定变量值时,从存储在搜索历史存储器3中的搜索历史中选择预定数量的确定变量值,其评估完成并且更接近未评估的确定变量值。基于与预定数量的选择的确定变量值相对应的限制违反标志是否指示违反限制条件,来确定是否要评估未评估的确定变量值。

版权:(C)2010,日本特许厅&INPIT

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