The multidimensional 0-1 knapsack problem:: An overview

被引:308
作者
Fréville, A [1 ]
机构
[1] Univ Valenciennes & Hainaut Cambresis, Grp Rech Operat & Informat, CNRS, Lab Automat Mecan & Informat Ind & Humaines,UMR 8, F-59313 Valenciennes, France
关键词
multidimensional 0-1 knapsack problem; heuristics; probabilistic and worst-case analysis; surrogate duality; preprocessing; branch-and-bound algorithms;
D O I
10.1016/S0377-2217(03)00274-1
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The multidimensional 0-1 knapsack problem is one of the most well-known integer programming problems and has received wide attention from the operational research community during the last four decades. Although recent advances have made possible the solution of medium size instances, solving this NP-hard problem remains a very interesting challenge, especially when the number of constraints increases. This paper surveys the main results published in the literature. The focus is on the theoretical properties as well as approximate or exact solutions of this special 0-1 program. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 21
页数:21
相关论文
共 192 条
[1]   A NOTE ON THE PIVOT AND COMPLEMENT HEURISTIC FOR 0-1 PROGRAMMING-PROBLEMS [J].
ABOUDI, R ;
HALLEFJORD, A ;
HELMING, R ;
JORNSTEN, K .
OPERATIONS RESEARCH LETTERS, 1989, 8 (01) :21-23
[2]  
Aboudi R., 1994, ORSA Journal on Computing, V6, P82, DOI 10.1287/ijoc.6.1.82
[3]  
ANDONOV R, 1987, CR HEBD ACAD SCI, P41
[4]  
ANDONOV R, 2001, IN PRESS EUROPEAN J
[5]  
[Anonymous], 1982, Management of Distributed Data Processing
[6]  
[Anonymous], 1967, Management Science
[7]  
[Anonymous], 1963, Mathematical programming and the analysis of capital budgeting problems
[8]  
[Anonymous], DECIS SCI
[9]   PROBABILISTIC PROPERTIES OF THE DUAL STRUCTURE OF THE MULTIDIMENSIONAL KNAPSACK-PROBLEM AND FAST STATISTICALLY EFFICIENT ALGORITHMS [J].
AVERBAKH, I .
MATHEMATICAL PROGRAMMING, 1994, 65 (03) :311-330
[10]   PIVOT AND COMPLEMENT - A HEURISTIC FOR 0-1 PROGRAMMING [J].
BALAS, E ;
MARTIN, CH .
MANAGEMENT SCIENCE, 1980, 26 (01) :86-96