Approaches to uncertainties in facility layout problems:: Perspectives at the beginning of the 21st Century

被引:72
作者
Kulturel-Konak, Sadan [1 ]
机构
[1] Penn State Berks, Reading, PA 19610 USA
关键词
uncertainty; dynamic facility layout problem; stochastic facility layout problem; robustness; flexibility;
D O I
10.1007/s10845-007-0020-1
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Production uncertainty is one of the most challenging aspects in manufacturing environments in the 21st century. The next generation of intelligent manufacturing is dynamically depending on the production requirements, and success in designing agile facilities is closely related to what extent these requirements are satisfied. This paper presents the most recent advancements in designing robust and flexible facilities under uncertainty. The focus is on exploring the way uncertainty is incorporated in facility design, namely dynamic and stochastic facility layout problems. Recent approaches are explored and categorized in detail, and previous approaches are briefly reviewed in the related categories. Furthermore, research avenues warranting exploration in the emerging field of facility design are also discussed.
引用
收藏
页码:273 / 284
页数:12
相关论文
共 66 条
[1]   Fuzzy approach to the robust facility layout in uncertain production environments [J].
Aiello, G ;
Enea, M .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2001, 39 (18) :4089-4101
[2]   A HEURISTIC ALGORITHM AND SIMULATION APPROACH TO RELATIVE LOCATION OF FACILITIES [J].
ARMOUR, GC ;
BUFFA, ES .
MANAGEMENT SCIENCE, 1963, 9 (02) :294-309
[3]   Facility layout optimization using simulation and genetic algorithms [J].
Azadivar, F ;
Wang, J .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2000, 38 (17) :4369-4383
[4]   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
[5]   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
[6]   An improved pair-wise exchange heuristic for the dynamic plant layout problem [J].
Balakrishnan, J ;
Cheng, CH ;
Conway, DG .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2000, 38 (13) :3067-3077
[7]   Genetic search and the dynamic layout problem [J].
Balakrishnan, J ;
Cheng, CH .
COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (06) :587-593
[8]   THE DYNAMICS OF PLANT LAYOUT [J].
BALAKRISHNAN, J .
MANAGEMENT SCIENCE, 1993, 39 (05) :654-655
[9]   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
[10]   THE DYNAMICS OF PLANT LAYOUT - COMMENT [J].
BATTA, R .
MANAGEMENT SCIENCE, 1987, 33 (08) :1065-1065