Fitness Function in ABC Algorithm for Uncapacitated Facility Location Problem - Information and Communication Technology
Conference Papers Year : 2015

Fitness Function in ABC Algorithm for Uncapacitated Facility Location Problem

Yusuke Watanabe
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  • PersonId : 1001264
Akita University
Mayumi Takaya
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Akita University
Akihiro Yamamura
  • Function : Author
Akita University

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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Computer Science [cs] Library and information sciences
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Submitted on : Monday, February 13, 2017-2:30:44 PM

Last modification on : Thursday, March 5, 2020-4:47:17 PM

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hal-01466212 , version 1 (13-02-2017)

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Yusuke Watanabe, Mayumi Takaya, Akihiro Yamamura. Fitness Function in ABC Algorithm for Uncapacitated Facility Location Problem. 3rd International Conference on Information and Communication Technology-EurAsia (ICT-EURASIA) and 9th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), Oct 2015, Daejon, South Korea. pp.129-138, ⟨10.1007/978-3-319-24315-3_13⟩. ⟨hal-01466212⟩

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