Shortest-path network interdiction

被引:362
作者
Israeli, E [1 ]
Wood, RK [1 ]
机构
[1] USN, Postgrad Sch, Dept Operat Res, Monterey, CA 93943 USA
关键词
interdiction; shortest paths; bilevel program; Benders decomposition;
D O I
10.1002/net.10039
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We study the problem of interdicting the arcs in a network in order to maximize the shortest s-t path length. "Interdiction" is an attack on an arc that destroys the arc or increases its effective length; there is a limited interdiction budget. We formulate this bilevel, max-min problem as a mixed-integer program (MIP), which can be solved directly, but we develop more efficient decomposition algorithms. One algorithm enhances Benders decomposition by adding generalized integer cutting planes, called "supervalid inequalities" (SVIs), to the master problem. A second algorithm exploits a unique set-covering master problem. Computational results demonstrate orders-of-magnitude improvements of the decomposition algorithms over direct solution of the MIP and show that SVIs also help solve the original MIP faster. (C) 2002 Wiley Periodicals, Inc.*.
引用
收藏
页码:97 / 111
页数:15
相关论文
共 47 条
[1]  
Ahuja R.K., 1993, NETWORK FLOWS THEORY
[2]   MULTILEVEL PROGRAMMING AND CONFLICT-RESOLUTION [J].
ANANDALINGAM, G ;
APPREY, V .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 51 (02) :233-247
[3]   Conflict graphs in solving integer programming problems [J].
Atamtürk, A ;
Nemhauser, GL ;
Savelsbergh, MWP .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2000, 121 (01) :40-55
[4]   FACETS OF KNAPSACK POLYTOPE FROM MINIMAL COVERS [J].
BALAS, E ;
ZEMEL, E .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1978, 34 (01) :119-148
[5]   FINDING THE MOST VITAL ARCS IN A NETWORK [J].
BALL, MO ;
GOLDEN, BL ;
VOHRA, RV .
OPERATIONS RESEARCH LETTERS, 1989, 8 (02) :73-76
[6]   A BRANCH AND BOUND ALGORITHM FOR THE BILEVEL PROGRAMMING PROBLEM [J].
BARD, JF ;
MOORE, JT .
SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1990, 11 (02) :281-292
[7]  
BARD JF, 1992, NAV RES LOG, V39, P419, DOI 10.1002/1520-6750(199204)39:3<419::AID-NAV3220390310>3.0.CO
[8]  
2-C
[9]  
BEASLEY JE, 1990, NAV RES LOG, V37, P151, DOI 10.1002/1520-6750(199002)37:1<151::AID-NAV3220370110>3.0.CO
[10]  
2-2