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Fitness Function in ABC Algorithm for Uncapacitated Facility Location Problem

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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https://hal.inria.fr/hal-01466212
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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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