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Article type: Research Article
Authors: Mathlouthi, Inesa; * | Bouamama, Sadokb
Affiliations: [a] Department of Computer Science and Operations Research, University of Montreal, Montreal, Canada | [b] COSMOS laboratory, National School of Computer Science, University of Manouba, Manouba, Tunisia
Correspondence: [*] Corresponding author: Ines Mathlouthi, Department of Computer Science and Operations Research, University of Montreal, Montrea, Canada. E-mail:[email protected]
Abstract: This paper presents new approaches for maximal constraint satisfaction problems (Max-CSPs). Inspired by the honey-bee marriage process, our approaches try to reach a solution that satisfies as many constraints as possible in a reasonable period of time. Our approaches are a centralized and distributed honey-bee optimization enhanced by a new parameter called local optimum detector. The latter allows detection of the local optimum. In this paper, newer algorithms and their experimental results are presented.
Keywords: Constraint satisfaction problem, Max-CSP, honey-bees optimization, distributed approach, swarm intelligence, artificial system
DOI: 10.3233/KES-150323
Journal: International Journal of Knowledge-based and Intelligent Engineering Systems, vol. 19, no. 4, pp. 215-224, 2015
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