The continuous knapsack set

被引:2
作者
Dash, Sanjeeb [1 ]
Guenluek, Oktay [1 ]
Wolsey, Laurence A. [2 ]
机构
[1] IBM Res, Yorktown Hts, NY 10598 USA
[2] Univ Louvain, CORE, Louvain La Neuve, Belgium
关键词
DESIGN ARC-SET; NETWORK; POLYHEDRA;
D O I
10.1007/s10107-015-0859-4
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We study the convex hull of the continuous knapsack set which consists of a single inequality constraint with non-negative integer and non-negative bounded continuous variables. When , this set is a generalization of the single arc flow set studied by Magnanti et al. (Math Program 60:233-250, 1993). We first show that in any facet-defining inequality, the number of distinct non-zero coefficients of the continuous variables is bounded by . Our next result is to show that when , this upper bound is actually 1. This implies that when , the coefficients of the continuous variables in any facet-defining inequality are either 0 or 1 after scaling, and that all the facets can be obtained from facets of continuous knapsack sets with . The convex hull of the sets with and is then shown to be given by facets of either two-variable pure-integer knapsack sets or continuous knapsack sets with and in which the continuous variable is unbounded. The convex hull of these two sets has been completely described by Agra and Constantino (Discrete Optim 3:95-110, 2006). Finally we show (via an example) that when , the non-zero coefficients of the continuous variables can take different values.
引用
收藏
页码:471 / 496
页数:26
相关论文
共 10 条
[1]   Description of 2-integer continuous knapsack polyhedra [J].
Agra, A. ;
Constantinob, M. .
DISCRETE OPTIMIZATION, 2006, 3 (02) :95-110
[2]   On splittable and unsplittable flow capacitated network design arc-set polyhedra [J].
Atamtürk, A ;
Rajan, D .
MATHEMATICAL PROGRAMMING, 2002, 92 (02) :315-333
[3]  
Atamtürk A, 2007, NETWORKS, V50, P17, DOI 10.1002/net
[4]   MIXING SETS LINKED BY BIDIRECTED PATHS [J].
Di Summa, Marco ;
Wolsey, Laurence A. .
SIAM JOURNAL ON OPTIMIZATION, 2011, 21 (04) :1594-1613
[5]  
Jorg M., 2007, ARXIV07073945
[6]   MODELING AND SOLVING THE 2-FACILITY CAPACITATED NETWORK LOADING PROBLEM [J].
MAGNANTI, TL ;
MIRCHANDANI, P ;
VACHANI, R .
OPERATIONS RESEARCH, 1995, 43 (01) :142-157
[7]   THE CONVEX-HULL OF 2 CORE CAPACITATED NETWORK DESIGN-PROBLEMS [J].
MAGNANTI, TL ;
MIRCHANDANI, P ;
VACHANI, R .
MATHEMATICAL PROGRAMMING, 1993, 60 (02) :233-250
[8]   Lifted inequalities for 0-1 mixed integer programming: Basic theory and algorithms [J].
Richard, JPP ;
de Farias, IR ;
Nemhauser, GL .
MATHEMATICAL PROGRAMMING, 2003, 98 (1-3) :89-113
[9]  
Yaman H., 2013, 201363 CORE DP U LOU
[10]   The splittable flow arc set with capacity and minimum load constraints [J].
Yaman, Hande .
OPERATIONS RESEARCH LETTERS, 2013, 41 (05) :556-558