IMPROVED ALGORITHMS FOR ECONOMIC LOT-SIZE PROBLEMS

被引:227
作者
AGGARWAL, A
PARK, JK
机构
[1] SANDIA NATL LABS,DEPT ALGORITHMS & DISCRETE MATH,SANDIA,NM
[2] MIT,COMP SCI LAB,CAMBRIDGE,MA 02139
关键词
D O I
10.1287/opre.41.3.549
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Many problems in inventory control, production planning, and capacity planning can be formulated in terms of a simple economic lot Size model Proposed independently by A. S. Manne (1958) and by H. M. Wagner and T. M. Whitin (1958). The Manne-Wagner-Whitin model and its variants have been studied widely in the operations research and management science communities, and a large number of algorithms have been proposed for solving various problems expressed in terms of this model, most of which assume concave costs and rely on dynamic programming. In this paper, we show that for many of these concave cost economic lot size problems, the dynamic programming formulation of the problem gives rise to a special kind of array, called a Monge array. We then show how the structure of Monge arrays can be exploited to obtain significantly faster algorithms for these economic lot size problems. We focus on uncapacitated problems, i.e., problems without bounds on production, inventory. or backlogging; capacitated problems are considered in a separate paper.
引用
收藏
页码:549 / 571
页数:23
相关论文
共 46 条
[1]  
Aggarwal A., 1988, 29th Annual Symposium on Foundations of Computer Science (IEEE Cat. No.88CH2652-6), P497, DOI 10.1109/SFCS.1988.21966
[2]   GEOMETRIC APPLICATIONS OF A MATRIX-SEARCHING ALGORITHM [J].
AGGARWAL, A ;
KLAWE, MM ;
MORAN, S ;
SHOR, P ;
WILBER, R .
ALGORITHMICA, 1987, 2 (02) :195-208
[3]  
AGGARWAL A, 1992, UNPUB MORE APPLLICAT
[4]  
[Anonymous], 2012, DYNAMIC PROGRAMMING
[5]   DETERMINING LOT SIZES AND RESOURCE REQUIREMENTS - A REVIEW [J].
BAHL, HC ;
RITZMAN, LP ;
GUPTA, JND .
OPERATIONS RESEARCH, 1987, 35 (03) :329-345
[6]  
Bellman R., 1957, DYNAMIC PROGRAMMING
[7]   COMPUTATIONAL-COMPLEXITY OF THE CAPACITATED LOT SIZE PROBLEM [J].
BITRAN, GR ;
YANASSE, HH .
MANAGEMENT SCIENCE, 1982, 28 (10) :1174-1186
[8]   PLANNING HORIZONS FOR DYNAMIC LOT SIZE MODEL WITH BACKLOGGING [J].
BLACKBURN, JD ;
KUNREUTHER, H .
MANAGEMENT SCIENCE SERIES A-THEORY, 1974, 21 (03) :251-255
[9]   AN O(T2) ALGORITHM FOR THE NI/G/NI/ND CAPACITATED LOT SIZE PROBLEM [J].
CHUNG, CS ;
LIN, CHM .
MANAGEMENT SCIENCE, 1988, 34 (03) :420-426
[10]   EXTENSIONS OF PLANNING HORIZON THEOREM IN DYNAMIC LOT SIZE MODEL [J].
EPPEN, GD ;
GOULD, FJ ;
PASHIGIAN, BP .
MANAGEMENT SCIENCE SERIES A-THEORY, 1969, 15 (05) :268-277