DocumentCode
2818135
Title
Improved branch and bound algorithm with a comparison between different LP solvers
Author
Barreto, Lucio S. ; Haffner, Sérgio ; Pereira, Luís A. ; Bauer, Michael
Author_Institution
Dept. of Comput. Sci., Univ. of Western Ontario, London, ON, Canada
fYear
2010
fDate
8-10 Nov. 2010
Firstpage
1
Lastpage
6
Abstract
This paper presents a comparison of the effectiveness of different linear programming (LP) solvers when used with a branch-and-bound algorithm to find optimal solutions to mixed integer linear problems (MIP). We compare the performance of an improved implementation of the branch-and-bound algorithm with three different LP solvers in order to evaluate each one. We also compare our implementation with other available solvers, to obtain multiple optimal solutions when they exist. The comparison between those different situations was useful in order to prove the robustness and the efficiency of the developed algorithm.
Keywords
integer programming; linear programming; tree searching; branch-and-bound algorithm; linear programming solver; mixed integer linear problem; Algorithm design and analysis; IP networks; Input variables; Optimization; Random access memory; Search problems; Switches; Mixed integer linear programming; branch-and-bound; optimization; solvers;
fLanguage
English
Publisher
ieee
Conference_Titel
Industry Applications (INDUSCON), 2010 9th IEEE/IAS International Conference on
Conference_Location
Sao Paulo
Print_ISBN
978-1-4244-8008-1
Electronic_ISBN
978-1-4244-8009-8
Type
conf
DOI
10.1109/INDUSCON.2010.5740041
Filename
5740041
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