DocumentCode :
1903823
Title :
Search Algorithm for the Constraint Satisfaction Problem of VRPTW
Author :
Cruz-Chávez, Marco Antonio ; Díaz-Parra, Ocotlán ; Hernández, J.A. ; Zavala-Díaz, José Crispín ; Martínez-Rangel, Martín G.
Author_Institution :
Autonomous Univ. of Morelos, Cuernavaca
fYear :
2007
fDate :
25-28 Sept. 2007
Firstpage :
746
Lastpage :
751
Abstract :
This paper presents an algorithm called CSP-IRPTW for the vehicles routing problem with time windows (VRPTW), which applies the PCP method (precedence constraint posting) used for models of scheduling as a CSP (constraint satisfaction problem). PCP involves the calculation of the shortest path in partial and global form, between pairs of nodes and among all the nodes respectively, in the graph that represents the VRPTW model. In order to apply PCP to VRPTW, the problem is treated as a CSP. The results show that the proposed search algorithm is efficient in the search for the global optimum for some problems.
Keywords :
constraint theory; graph theory; operations research; search problems; transportation; vehicles; constraint satisfaction problem; graph representation; precedence constraint posting; search algorithm; shortest path; time windows; vehicles routing problem; Automotive engineering; Complexity theory; Costs; Job design; Job shop scheduling; Remotely operated vehicles; Robots; Routing; Scheduling algorithm; Transportation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Robotics and Automotive Mechanics Conference, 2007. CERMA 2007
Conference_Location :
Morelos
Print_ISBN :
978-0-7695-2974-5
Type :
conf
DOI :
10.1109/CERMA.2007.4367777
Filename :
4367777
Link To Document :
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