DocumentCode
3503582
Title
The integration of constraint programming and mathematical programming
Author
Yin, Zhaotao ; Li, Tieke
Author_Institution
Sch. of Econ. & Manage., Univ. of Sci. & Technol., Beijing
Volume
2
fYear
2008
fDate
12-15 Oct. 2008
Firstpage
1818
Lastpage
1822
Abstract
Aiming at the integration of constraint programming (CP) and mathematical programming (MP), which are used to solve combinatorial optimization problems, the paper analyzes the characteristic and integration schemes of both optimization techniques. Based on previous work, an integration framework is introduced and implemented on parallel machine scheduling problem in ILOG OPL. Simulation experiments show that the integration of CP and MP is efficient.
Keywords
constraint handling; mathematical programming; optimisation; parallel machines; scheduling; ILOG OPL; combinatorial optimization; constraint programming; mathematical programming; parallel machine scheduling problem; constraint programming; mathematical programming; mixed integer linear programming; parallel machine scheduling problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Service Operations and Logistics, and Informatics, 2008. IEEE/SOLI 2008. IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-2012-4
Electronic_ISBN
978-1-4244-2013-1
Type
conf
DOI
10.1109/SOLI.2008.4682825
Filename
4682825
Link To Document