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A Meta-heuristic Applied for a Topologic Pickup and Delivery Problem with Time Windows Constraints.

Authors :
Sunderam, Vaidy S.
Albada, Geert Dick van
Sloot, Peter M. A.
Dongarra, Jack J.
Pérez, Jesús Fabián López
Source :
Computational Science - ICCS 2005 (9783540260448); 2005, p924-928, 5p
Publication Year :
2005

Abstract

Our problem is about a routing of a vehicle with product pickup and delivery and with time window constraints. This problem requires to be attended with instances of medium scale (nodes ≥ 100). A strong active time window exists (≥90%) with a large factor of amplitude (≥75%). This problem is NP-hard and for such motive the application of an exact method is limited by the computational time. This paper proposes a specialized genetic algorithm. We report good solutions in computational times below 5 minutes. Keywords: Logistics, Genetic Algorithms, NP-Hard, Time Windows. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540260448
Database :
Complementary Index
Journal :
Computational Science - ICCS 2005 (9783540260448)
Publication Type :
Book
Accession number :
32962400
Full Text :
https://doi.org/10.1007/11428862_139