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Facility Layout System using Interactive Evolutionary Computation

机译:交互式进化计算的设施布局系统

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In this paper, we propose a facility layout design system using Interactive EvolutionaryComputation (IEC). Facility Layout Problem (FLP) is concerned with `finding the ``most efficient"arrangement of departments within a facility'. In much of the research, the 'efficiency' of thearrangement is measured by the material handling costs, that can be expressed as the product of distancetimes fows between departments. The facility layout planning in practice, however, needs differentcriteria considering productive, financial and environmental factors, and thus, the most algorithms arenot directly applicable for most industrial application. In this paper, we applied IEC that optimizes thefacility layout based on human subjective evaluation. We used the original fitness inference system thatenables efficient reflection of evaluator's concept with less human evaluation effort.
机译:在本文中,我们提出了一种使用交互式进化计算(IEC)的设施布局设计系统。设施布局问题(FLP)与“寻找设施中部门的”最有效”安排有关。部门之间距离时间的乘积,但是在实践中,设施布局规划需要考虑生产,财务和环境因素的不同标准,因此大多数算法不能直接应用于大多数工业应用。基于人类主观评估的设施布局,我们使用了原始的适应度推断系统,从而可以以较少的人工评估工作来有效地反映评估者的概念。

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