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Fitness Function in ABC Algorithm for Uncapacitated Facility Location Problem

  • 2015
  • OriginalPaper
  • Chapter
Published in:
Authors
Yusuke Watanabe
Mayumi Takaya
Akihiro Yamamura
Published in
Information and Communication Technology
Publisher
Springer International Publishing

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Abstract

We study the fitness function of the artificial bee colony algorithm applying to solve the uncapacitated facility location problem. Our hypothesis is that the fitness function in the artificial bee colony algorithm is not necessarily suitable for specific optimization problems. We carry out experiments to examine several fitness functions for the artificial bee colony algorithm to solve the uncapacitated facility location problem and show the conventional fitness function is not necessarily suitable.

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previous chapter Markov Chain Solution to the 3-Tower Problem
next chapter Comparative Study of Monte-Carlo Tree Search and Alpha-Beta Pruning in Amazons
Title
Fitness Function in ABC Algorithm for Uncapacitated Facility Location Problem
Authors
Yusuke Watanabe
Mayumi Takaya
Akihiro Yamamura
Copyright Year
2015
Book
Information and Communication Technology

Print ISBN: 978-3-319-24314-6

Electronic ISBN: 978-3-319-24315-3

Copyright Year: 2015

DOI
https://doi.org/10.1007/978-3-319-24315-3_13
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