Improved heuristic methods for multiple stage production planning

被引:22
作者
Simpson, NC [1 ]
Erenguc, SS
机构
[1] SUNY Buffalo, Sch Management, Dept Management Syst & Sci, Buffalo, NY 14260 USA
[2] Univ Florida, Coll Business, Dept Informat & Decis Sci, Gainesville, FL 32611 USA
关键词
D O I
10.1016/S0305-0548(97)00089-0
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Multiple stage production planning typifies any system in which the scheduling of some production stage may place demands on necessary predecessor stages, or constrain the schedules of successor stages. This paper considers detailed material planning, or lot sizing, in a multiple stage, dynamic demand environment. A new heuristic method for developing such production schedules is introduced, based on a structured neighborhood search approach to these problems. An efficient lower bounding technique is also presented, employing Lagrangian relaxation and an alternate approach to the mathematical formulation of a multiple stage planning problem. This technique was employed to find lower bounds on all numerical experiments. The scope of the investigation, with respect to the number of improved heuristic methods included for comparison, is among the broadest in the literature. The new heuristic performed consistently better than other methods, producing solutions which were within an average of 1% of optimal. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:611 / 623
页数:13
相关论文
共 29 条
[1]   OPTIMAL LOT-SIZING ALGORITHMS FOR COMPLEX PRODUCT STRUCTURES [J].
AFENTAKIS, P ;
GAVISH, B .
OPERATIONS RESEARCH, 1986, 34 (02) :237-249
[2]   COMPUTATIONALLY EFFICIENT OPTIMAL-SOLUTIONS TO THE LOT-SIZING PROBLEM IN MULTISTAGE ASSEMBLY SYSTEMS [J].
AFENTAKIS, P ;
GAVISH, B ;
KARMARKAR, U .
MANAGEMENT SCIENCE, 1984, 30 (02) :222-239
[3]   DETERMINING LOT SIZES AND RESOURCE REQUIREMENTS - A REVIEW [J].
BAHL, HC ;
RITZMAN, LP ;
GUPTA, JND .
OPERATIONS RESEARCH, 1987, 35 (03) :329-345
[4]  
BENTON SS, 1985, DECISION SCI, V16, P357
[5]   IMPROVED HEURISTICS FOR MULTISTAGE REQUIREMENTS PLANNING SYSTEMS [J].
BLACKBURN, JD ;
MILLEN, RA .
MANAGEMENT SCIENCE, 1982, 28 (01) :44-56
[6]  
BOOKBINDER JH, 1990, J OPERATIONS MANAGEM, V9, P7, DOI DOI 10.1016/0272-6963(90)90143-2
[7]   AN ANALYSIS OF TRANSFORMATIONS [J].
BOX, GEP ;
COX, DR .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1964, 26 (02) :211-252
[8]   AN IMPROVED HEURISTIC FOR MULTILEVEL LOT SIZING IN MATERIAL REQUIREMENTS PLANNING [J].
COLEMAN, BJ ;
MCKNEW, MA .
DECISION SCIENCES, 1991, 22 (01) :136-156
[9]   RANK TRANSFORMATIONS AS A BRIDGE BETWEEN PARAMETRIC AND NONPARAMETRIC STATISTICS [J].
CONOVER, WJ ;
IMAN, RL .
AMERICAN STATISTICIAN, 1981, 35 (03) :124-129
[10]   DYNAMIC LOT SIZE MODELS FOR MULTI-STAGE ASSEMBLY SYSTEMS [J].
CROWSTON, WB ;
WAGNER, MH .
MANAGEMENT SCIENCE SERIES A-THEORY, 1973, 20 (01) :14-21