A simulated annealing heuristic for the dynamic layout problem with budget constraint

被引:53
作者
Sahin, Ramazan [1 ]
Ertogral, Kadir [2 ]
Turkbey, Orhan [1 ]
机构
[1] Gazi Univ, Dept Ind Engn, Fac Engn, TR-06570 Ankara, Turkey
[2] TOBB Univ Econ & Technol, Dept Ind Engn, TR-06560 Ankara, Turkey
关键词
Facility layout problem; Dynamic; Budget constraint; Simulated annealing; PLANT LAYOUT; ALGORITHM;
D O I
10.1016/j.cie.2010.04.013
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Facility layout problem has been extensively studied in the literature because the total material handling cost can be a significant portion in the operational costs for a company and in the manufacturing cost of a product. Today's severe global competition, rapid changes in technology and shortening life cycle of products force companies to evaluate and modify their facility layout in a periodic fashion. This type of layout problems is categorized as the dynamic facility layout problem (DFLP). As a realistic dimension of the problem, one has to consider also the limited budget to cover the cost of changing the layout. In this study, we propose a simulated annealing heuristic for the DFLP with budget constraint, and show the effectiveness of this heuristic on a set of numerical experiments. (c) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:308 / 313
页数:6
相关论文
共 25 条
[1]  
[Anonymous], SCIENCE
[2]  
[Anonymous], INT J HIGH PERFORMAN
[3]   Dynamic layout algorithms: a state-of-the-art survey [J].
Balakrishnan, J ;
Cheng, CH .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 1998, 26 (04) :507-521
[4]   SOLUTIONS FOR THE CONSTRAINED DYNAMIC FACILITY LAYOUT PROBLEM [J].
BALAKRISHNAN, J ;
JACOBS, FR ;
VENKATARAMANAN, MA .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 57 (02) :280-286
[5]   Genetic search and the dynamic layout problem [J].
Balakrishnan, J ;
Cheng, CH .
COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (06) :587-593
[6]   The dynamic plant layout problem: Incorporating rolling horizons and forecast uncertainty [J].
Balakrishnan, Jaydeep ;
Cheng, Chun Hung .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2009, 37 (01) :165-177
[7]   A hybrid genetic algorithm for the dynamic plant layout problem [J].
Balakrishnan, JD ;
Cheng, CH ;
Conway, DG ;
Lau, CM .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2003, 86 (02) :107-120
[8]   An ant colony algorithm for solving budget constrained and unconstrained dynamic facility layout problems [J].
Baykasoglu, A ;
Dereli, T ;
Sabuncu, I .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2006, 34 (04) :385-396
[9]   A simulated annealing algorithm for dynamic layout problem [J].
Baykasoglu, A ;
Gindy, NNZ .
COMPUTERS & OPERATIONS RESEARCH, 2001, 28 (14) :1403-1426
[10]   Combining evolutionary computation and dynamic programming for solving a dynamic facility layout problem -: Discrete optimization [J].
Dunker, T ;
Radons, G ;
Westkämper, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2005, 165 (01) :55-69