GAINFREE LEONTIEF SUBSTITUTION FLOW PROBLEMS

被引:24
作者
JEROSLOW, RG
MARTIN, K
RARDIN, RL
WANG, JC
机构
[1] PURDUE UNIV, SCH IND ENGN, W LAFAYETTE, IN 47907 USA
[2] GEORGIA INST TECHNOL, COLL MANAGEMENT, ATLANTA, GA 30332 USA
[3] UNIV CATHOLIQUE LOUVAIN, CTR OPERAT RES & ECON, B-1348 LOUVAIN, BELGIUM
[4] UNIV CHICAGO, GRAD SCH BUSINESS, CHICAGO, IL 60637 USA
关键词
LEONTIEF MATRICES; LINEAR PROGRAMMING; INTEGER PROGRAMMING; NETWORK FLOWS; POLYHEDRAL COMBINATORICS; EXPERT SYSTEMS;
D O I
10.1007/BF01581090
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Leontief substitution systems have been studied by economists and operations researchers for many rears. We show how such linear systems are naturally viewed as Leontief substitution flow problems on directed hypergraphs, and that important solution properties follow from structural characteristics of the hypergraphs. We give a strongly polynomial, non-simplex algorithm for Leontief substitution flow problems that satisfy a gainfree property leading to acyclic extreme solutions. Integrality conditions follow easily from this algorithm. Another structural property, support disjoint reachability, leads to necessary and sufficient conditions for extreme solutions to be binary. In a survey of applications, we show how the Leontief flow paradigm links polyhedral combinatorics, expert systems, mixed integer model formulation, and some problems in graph optimization.
引用
收藏
页码:375 / 414
页数:40
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