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
Link To Document :
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