Doctoral Dissertations
Abstract
"The well-known Steiner Problem on Graphs is an NP-complete problem for which there are many heuristic and exact algorithms that are deterministic. In this dissertation a new approach to the directed version of this problem is made by applying the ideas of statistical mechanics through the use of the method of simulated annealing. A version of annealing is developed for the Directed Steiner Problem and compared with one of the best general annealing schemes. Then a comparison is made between simulated annealing and the traditional branch and bound technique. The dual ascent algorithm of Richard T. Wong is used to obtain lower bounds for the branch and bound scheme. It appears that for random graphs with more than approximately 60 vertices the new method is on the average superior in finding near-optimum answers quickly. In fact, for large values of N, where N is the number of vertices, it is possible to obtain answers within a few percent of the optimum in polynomial time"--Abstract, page iii.
Advisor(s)
Gillett, Billy E.
Committee Member(s)
Rigler, A. K.
Samaranayake, V. A.
Wilkerson, Ralph W.
Zobrist, George W. (George Winston), 1934-
Department(s)
Computer Science
Degree Name
Ph. D. in Computer Science
Publisher
University of Missouri--Rolla
Publication Date
Fall 1989
Pagination
xii, 193 pages
Note about bibliography
Includes bibliographical references (pages 179-192).
Rights
© 1989 Lawrence Joseph Osborne, All rights reserved.
Document Type
Dissertation - Open Access
File Type
text
Language
English
Thesis Number
T 5941
Print OCLC #
22039339
Recommended Citation
Osborne, Lawrence Joseph, "The directed Steiner problem on graphs: A simulated annealing approach" (1989). Doctoral Dissertations. 754.
https://scholarsmine.mst.edu/doctoral_dissertations/754