Accession Number : ADA320150
Title : Facility Location Using Cross Decomposition.
Descriptive Note : Master's thesis,
Corporate Author : NAVAL POSTGRADUATE SCHOOL MONTEREY CA
Personal Author(s) : Jackson, Leroy A.
PDF Url : ADA320150
Report Date : DEC 1995
Pagination or Media Count : 64
Abstract : Determining the best base stationing for military units can be modeled as a capacitated facility location problem with sole sourcing and multiple resource categories. Computational experience suggests that cross decomposition, a unification of Benders Decomposition and Lagrangean relaxation, is superior to other contemporary methods for solving capacitated facility location problems. Recent research extends cross decomposition to pure integer programming problems with explicit application to capacitated facility location problems wi sole sourcing; however, this research offers no computational experience. This thesis implements two cross decomposition algorithm for the capacitated facility location problem with sole sourcing and compares these decomposition algorithms with branch and bound methods. For some problems tested, cross decomposition obtains better solutions in less time; however, cross decomposition does not always perform better than branch and bound due to the time required to obtain the cross decomposition bound that is theoretically superior to other decomposition bounds.
Descriptors : *COMPUTER PROGRAMS, *ALGORITHMS, *DECOMPOSITION, POSITION(LOCATION), COMPUTATIONS, FACILITIES, THESES, PROBLEM SOLVING, PURITY, RESOURCES, NUMBERS, MILITARY ORGANIZATIONS.
Subject Categories : Numerical Mathematics
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE