An Evolutionary Algorithm and discrete event simulation for optimizing inspection strategies for multi-stage processes

Van Volsem S; Dullaert W; Van Landeghem H

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An Evolutionary Algorithm and discrete event simulation for optimizing inspection strategies for multi-stage processes

机译：一种进化算法和离散事件仿真，用于优化多阶段过程的检查策略

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摘要

The problem of determining the optimal inspection strategy for a given multi-stage production process, i.e. the inspection strategy that results in the lowest total inspection cost, while still assuring a required output quality, is modelled as a joint optimization of inspection location, type and inspection limits. A fusion between a discrete event simulation to model the multi-stage process subject to inspection and to calculate the resulting inspection costs, and an Evolutionary Algorithm (EA) to optimize the inspection strategies, is suggested. (c) 2005 Elsevier B.V. All rights reserved.

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《European Journal of Operational Research》 |2007年第3期|共13页
作者
Van Volsem S; Dullaert W; Van Landeghem H;
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正文语种 eng
中图分类运筹学;
关键词
metaheuristics; evolutionary computations; simulation; inspection allocation; quality economics; PRODUCTION SYSTEMS; ALLOCATION; MODELS;

机译：元启发法;进化计算;模拟;检验分配;质量经济学;生产系统;分配;模型;

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3. Preventive maintenance optimisation of multi-equipment manufacturing systems by combining discrete event simulation and multi-objective evolutionary algorithms [J] . A. Oyarbide-Zubillaga, A. Goti, A. Sanchez Production Planning & Control . 2008,第4期

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An Evolutionary Algorithm and discrete event simulation for optimizing inspection strategies for multi-stage processes

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