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  4. Ant Metaheuristic with Adapted Personalities for the Vehicle Routing Problem
 
conference paper

Ant Metaheuristic with Adapted Personalities for the Vehicle Routing Problem

Zufferey, Nicolas
•
Farres, Jaime
•
Glardon, Remy  
Corman, F
•
Voss, S
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2015
Computational Logistics (Iccl 2015)
6th International Conference on Computational Logistics (ICCL)

At each generation of an ant algorithm, each ant builds a solution step by step by adding an element to it. Each choice is based on the greedy force (short term profit or heuristic information) and the trail system (central memory which collects information during the search process). Usually, all the ants of the population have the same characteristics and behaviors. In contrast in this paper, a new type of ant metaheuristic is proposed. It relies on the use of ants with different personalities. Such a method has been adapted to the well-known vehicle routing problem, and even if it does not match the best known results, its performance is encouraging (on one benchmark instance, new best results have however been found), which opens the door to a new ant algorithm paradigm.

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Type
conference paper
DOI
10.1007/978-3-319-24264-4_1
Web of Science ID

WOS:000365946400001

Author(s)
Zufferey, Nicolas
•
Farres, Jaime
•
Glardon, Remy  
Editors
Corman, F
•
Voss, S
•
Negenborn, Rr
Date Issued

2015

Publisher

Springer Int Publishing Ag

Publisher place

Cham

Published in
Computational Logistics (Iccl 2015)
ISBN of the book

978-3-319-24264-4

978-3-319-24263-7

Total of pages

13

Series title/Series vol.

Lecture Notes in Computer Science

Volume

9335

Start page

3

End page

15

Subjects

Evolutionary metaheuristics

•

Ant algorithms

•

Vehicle routing problem

•

Combinatorial optimization

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LGPP  
Event nameEvent placeEvent date
6th International Conference on Computational Logistics (ICCL)

Delft, NETHERLANDS

SEP 23-25, 2015

Available on Infoscience
February 16, 2016
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/123646
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