Institutional Repository
Technical University of Crete
Technical University of Crete
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EL
| URI | http://purl.tuc.gr/dl/dias/22FFFF03-27D0-40D6-A59F-00A85F7ADEC5 | - |
| Identifier | https://doi.org/10.1007/978-3-642-12538-6_26 | - |
| Language | en | - |
| Title | A Bumble bees mating optimization algorithm for global unconstrained optimization problems | en |
| Creator | Matsatsinis Nikolaos | en |
| Creator | Ματσατσινης Νικολαος | el |
| Creator | Marinakis Ioannis | en |
| Creator | Μαρινακης Ιωαννης | el |
| Creator | Marinaki Magdalini | en |
| Creator | Μαρινακη Μαγδαληνη | el |
| Publisher | Springer Verlag | en |
| Content Summary | A new nature inspired algorithm, that simulates the mating behavior of the bumble bees, the Bumble Bees Mating Optimization (BBMO) algorithm, is presented in this paper for solving global unconstrained optimization problems. The performance of the algorithm is compared with other popular metaheuristic and nature inspired methods when applied to the most classic global unconstrained optimization problems. The methods used for comparisons are Genetic Algorithms, Island Genetic Algorithms, Differential Evolution, Particle Swarm Optimization, and the Honey Bees Mating Optimization algorithm. A high performance of the proposed algorithm is achieved based on the results obtained. | en |
| Type of Item | Peer-Reviewed Journal Publication | en |
| Type of Item | Δημοσίευση σε Περιοδικό με Κριτές | el |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-10-21 | - |
| Date of Publication | 2010 | - |
| Bibliographic Citation | Marinakis, Y., M. Marinaki, N. Matsatsinis, "A Bumble bees mating optimization algorithm for global unconstrained optimization problems", Studies in Computational Intelligence, vol 284, pp. 305-318. 2010. DOI: 10.1007/978-3-642-12538-6 | en |
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