Solving the integrated product mix-outsourcing problem using the Imperialist Competitive Algorithm

被引：147
|
作者：
Nazari-Shirkouhi, S. [1 ]
Eivazy, H. [1 ,2 ]
Ghodsi, R. [1 ]
Rezaie, K. [1 ]
Atashpaz-Gargari, E. [3 ]
机构：
[1] Univ Tehran, Coll Engn, Dept Ind Engn, Tehran, Iran
[2] Univ Alberta, Dept Civil & Environm Engn, Sch Min & Petr Engn, Markin CNRL Nat Resources Engn Facil 3 044, Edmonton, AB T6G 2W2, Canada
[3] Univ Tehran, Sch Elect & Comp Engn, CIPCE, Tehran, Iran
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2010年 / 37卷 / 12期
关键词：
Product mix; Outsourcing; Theory of Constraint; Imperialist Competitive Algorithm; CONSTRAINTS; DECISION; SEARCH; TOOL;
D O I：
10.1016/j.eswa.2010.04.081
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The integrated product mix-outsourcing optimization is a major problem in manufacturing enterprise. Generally, heuristic or meta-heuristic solution approaches are used to optimize such problems. Heuristic approaches for these problems include Theory of Constraints (TOC) and Standard Accounting. Sometimes heuristic approaches are inefficient especially in large problems and instead, in these cases meta-heuristic algorithms have been applied extensively. In this paper a novel meta-heuristic algorithm "Imperialist Competitive Algorithm" (ICA) is applied to solve the integrated product mix-outsourcing optimization problem. Also, the results obtained from ICA are compared with the results of TOC and Standard Accounting approaches. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码：7615 / 7626
页数：12
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