A STUDY ON FACILITY LAYOUT USING EVOLUTION STRATEGIES IN CASE OF DIFFERENT SHAPES AND AREAS OF FACILITIES

机译：不同形状和设施区域情况下基于进化策略的设施布局研究

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Evolution Strategies have more excellent property than the other existing metaheuristics in a sense of easiness of coding and its manageability of self-adaptive strategy, Hirabayashi et al. proposed a facility layout method using Evolution Strategies for obtaining near optimum solutions efficiently. The shapes of all facilities were, however, assumed to be square. This paper proposes a facility layout method using Evolution Strategies for the case of different shapes and areas of facilities. Some numerical experiments made it clear that the proposed method provides solutions whose average relative error to the optimum or near-optimum solutions obtained by CPLEX are less than 2%, reducing computation time drastically.

机译：在编码的容易性和自适应策略的可管理性方面，进化策略具有比其他现有的元启发式方法更出色的特性，Hirabayashi等人。提出了一种使用进化策略的设施布局方法，以有效地获得接近最优的解决方案。但是，所有设施的形状均假定为正方形。针对设施不同形状和面积的情况，本文提出了一种使用进化策略的设施布局方法。一些数值实验清楚地表明，该方法提供的解决方案与CPLEX获得的最佳或接近最佳解决方案的平均相对误差小于2％，从而大大减少了计算时间。

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来源
《ASME/ISCIE international symposium on flexible automation 2012》|2012年|313-316|共4页
会议地点 St. Louis MO(US)
作者
Naoki Hirabayashi; Kazuko Morizawa;
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作者单位

Department of Electrical and Information Systems, Graduate School of Engineering.Osaka Prefecture University, 1-1 Gakuen-cho Naka-ku, Sakai, Osaka, 599-8531, Japan;

Department of Electrical and Information Systems, Graduate School of Engineering.Osaka Prefecture University, 1-1 Gakuen-cho Naka-ku, Sakai, Osaka, 599-8531, Japan;

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原文格式 PDF
正文语种 eng
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关键词
facility layout; evolution strategies; metaheuristics;

机译：设施布局；进化策略；元启发法;

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1. Unequal-area stochastic facility layout problems: solutions using improved covariance matrix adaptation evolution strategy, particle swarm optimisation, and genetic algorithm [J] . Asl Ali Derakhshan, Wong Kuan Yew, Tiwari Manoj Kumar International Journal of Production Research . 2016,第3a4期

机译：不等面积的随机设施布局问题：使用改进的协方差矩阵适应进化策略，粒子群优化和遗传算法的解决方案
2. A problem evolution algorithm with linear programming for the dynamic facility layout problem-A general layout formulation [J] . Xiao Yiyong, Xie Yue, Kulturel-Konak Sadan, Computers & operations research . 2017,第deca期

机译：动态设施布局问题的线性规划问题演化算法-一般布局公式
3. Cascading flowlines and layout modules: Practical strategies for machine duplication in facility layouts [J] . Shahrukh A. Irani, Heng Huang International journal of flexible manufacturing systems: Design, Analysis and Operation of Manufacturing and Assembly Systems . 2005,第2期

机译：级联的流水线和布局模块：在设施布局中复制机器的实用策略
4. A STUDY ON FACILITY LAYOUT USING EVOLUTION STRATEGIES IN CASE OF DIFFERENT SHAPES AND AREAS OF FACILITIES [C] . Naoki Hirabayashi, Kazuko Morizawa ASME/ISCIE international symposium on flexible automation . 2013

机译：在不同形状和设施区域的情况下使用演化策略的设施布局研究
5. Industrial facilities layout optimization by means of genetic algorithms. Controlling the geometry of the facilities (Spanish text). [D] . Diego-Mas, Jose Antonio. 2006

机译：利用遗传算法优化工业设施布局。控制设施的几何形状（西班牙语文本）。
6. A study of the layout planning of plant facility based on the timed Petri net and systematic layout planning [O] . Hanwen Liu, Xiaobing Liu, Lin Lin, 2020

机译：基于定时Petri网和系统布局规划的工厂设施布局规划研究
7. FACILITY LAYOUT METHODS USING DISTRIBUTED EVOLUTION STRATEGIES [O] . N. Hirabayashi, K. Morizawa 2018

机译：使用分布式演进策略的设施布局方法
8. Evolution of facility layout requirements and CAD system development. [R] . Jones, M. 1990

机译：设施布局要求和CaD系统开发的演变。

A STUDY ON FACILITY LAYOUT USING EVOLUTION STRATEGIES IN CASE OF DIFFERENT SHAPES AND AREAS OF FACILITIES

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