An integrated mathematical model for solving dynamic cell formation problem considering operator assignment and inter/intra cell layouts

被引：39

作者：

Mehdizadeh, Esmaeil ^{[1
]}

Rahimi, Vahid ^{[1
]}

机构：

[1] Islamic Azad Univ, Fac Ind & Mech Engn, Qazvin Branch, Qazvin, Iran

来源：

APPLIED SOFT COMPUTING | 2016年 / 42卷

关键词：

Dynamic cell formation; Operator assignment; Intra/inter cell layouts; Machine duplication; Multi-objective planning; Meta-heuristic algorithms; MANUFACTURING SYSTEM; WORKER ASSIGNMENT; DESIGN; RECONFIGURATION;

D O I：

10.1016/j.asoc.2016.01.012

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The aim of this paper is to present an integrated mathematical model to solve the dynamic cell formation problem considering operator assignment and inter/intra cell layouts problems with machine duplication, simultaneously. The proposed model includes three objectives which the first objective seeks to minimize inter/intra cell part movements and machine relocation, the second objective minimizes machine and operator related costs and the third objective maximizes consecutive forward flows ratio. In order to validate the proposed model, a numerical example is presented and solved by the sum weighted method. Due to NP-hardness of the model, two meta-heuristics namely multi-objective simulated annealing (MOSA) and multi-objective vibration damping optimization (MOVDO) present to solve the proposed model. Finally, two algorithms have been compared using multi-objective criteria. (C) 2016 Elsevier B.V. All rights reserved.

引用

页码：325 / 341

页数：17

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