DocumentCode :
584723
Title :
An improved electromagnetism-like mechanism for capacitated vehicle routing problem
Author :
Zarei, Akram ; Akbarzadeh-T, Mohammad-R ; Gharehjanloo, Masoud
Author_Institution :
Artificial Intell., Islamic Azad Univ., Mashad, Iran
fYear :
2012
fDate :
18-19 Oct. 2012
Firstpage :
139
Lastpage :
143
Abstract :
In this paper a new electromagnetism-like mechanism is proposed for combinatorial optimization of capacitated vehicle routing problem. electromagnetism-like mechanism is a new metaheuristic method and inspired by the attraction and repulsion mechanism of the electromagnetism theory. we propose a new electromagnetism-like mechanism that it includes a new distance measure between solutions and new effective process of attraction and repulsion. In order to analyze the proposed algorithm a comparison is done with existing algorithm for this problem. Computational results show that the proposed electromagnetism-like mechanism algorithm has a good performance for the considered problem.
Keywords :
combinatorial mathematics; optimisation; vehicle routing; attraction mechanism; capacitated vehicle routing problem; combinatorial optimization; distance measure; electromagnetism-like mechanism; metaheuristic method; repulsion mechanism; Algorithm design and analysis; Computers; Force; Routing; Sociology; Statistics; Vehicles; Electromagnetism theory; Electromagnetism-like mechanism; Meta-heuristics; capacitated vehicle routing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2012 2nd International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4673-4475-3
Type :
conf
DOI :
10.1109/ICCKE.2012.6395367
Filename :
6395367
Link To Document :
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