Multigrid approach to solving the long transportation problem on a regular grid in cost space
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Authors
Cornett, Annette P.
Subjects
Restriction
Interpolation
Multigrid methods
Minimal cost flow problems
Interpolation
Multigrid methods
Minimal cost flow problems
Advisors
Henson, Van E.
Rasmussen, Craig W.
Date of Issue
1993-06
Date
June 1993
Publisher
Monterey, California. Naval Postgraduate School
Language
en_US
Abstract
Multigrid methods were developed to solve partial differential equations. Research has shown that these methods are applicable to a broader range of problems. This thesis investigates the application of multigrid techniques to minimal cost flow problems, specifically the long transportation problem. This research shows that multigrid techniques can be successfully applied to large-scale long transportation problems posed on a three- dimensional, regular grid in cost space. A V-cycle algorithm is developed for the long transportation problem. Analogies to the multigrid components of restriction, interpolation and relaxation are detailed. Performance of the algorithm is discussed, and computational cost is analyzed. Future research is likely to include the development of more sophisticated restriction and interpolation schemes to provide integer-valued flows, and the development of a method to map an irregularly spaced problem to a regular grid, and to map the regular grid solution back to the original problem domain.
Type
Thesis
Description
Series/Report No
Department
Organization
Naval Postgraduate School (U.S.)
Identifiers
NPS Report Number
Sponsors
Funding
Format
91 p.
Citation
Distribution Statement
Approved for public release; distribution is unlimited.
Rights
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.