An improved ant colony optimization for vehicle routing problem
The vehicle routing problem (VRP), a well-known combinatorial optimization problem, holds a central place in logistics management. This paper proposes an improved ant colony optimization (IACO), which possesses a new strategy to update the increased pheromone, called ant-weight strategy, and a mutation operation, to solve VRP. The computational results for fourteen benchmark problems are reported and compared to those of other metaheuristic approaches.
Year of publication: |
2009
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Authors: | Yu, Bin ; Yang, Zhong-Zhen ; Yao, Baozhen |
Published in: |
European Journal of Operational Research. - Elsevier, ISSN 0377-2217. - Vol. 196.2009, 1, p. 171-176
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Publisher: |
Elsevier |
Keywords: | Vehicle routing problem Improved ant colony optimization Ant-weight strategy Mutation operation |
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