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Hybrid Honey Bees Mating Optimisation algorithm to assign terminals to concentrators
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| In this paper we propose a new approach to assign terminals to concentrators using a Hybrid Honey Bees Mating Optimisation algorithm. Honey Bees Mating Optimisation (HBMO) algorithm is a swarm-based optimisation algorithm, which simulates the mating process of real honey bees. We apply a hybridisation of HBMO to solve a combinatorial optimisation problem known as Terminal Assignment Problem (TAP). The purpose is to connect a given set of terminals to a given set of concentrators and minimise the link cost to form a communication network. The feasibility of Hybrid HBMO is demonstrated and compared with the solutions obtained by other algorithms from literature over different TAP instances. | 124.79 KB | Adobe PDF |
Orientador(es)
Resumo(s)
In this paper we propose a new approach to assign terminals to concentrators using a Hybrid Honey Bees Mating Optimisation algorithm. Honey Bees Mating Optimisation (HBMO) algorithm is a swarm-based optimisation algorithm, which simulates the mating process of real honey bees. We apply a hybridisation of HBMO to solve a combinatorial optimisation problem known as Terminal Assignment Problem (TAP). The purpose is to connect a given set of terminals to a given set of concentrators and minimise the link cost to form a communication network. The feasibility of Hybrid HBMO is demonstrated and compared with the solutions obtained by other algorithms from literature over different TAP instances.
Descrição
Article number - 5702845; Conference date - 7 November 2010 - 10 November 2010; Conference code - 83886
EISBN - 978-1-4244-8132-3
EISBN - 978-1-4244-8132-3
Palavras-chave
Communication Networks Honey Bees Mating Optimisation Algorithm Terminal Assignment Problem
Contexto Educativo
Citação
E. M. Bernardino, A. M. Bernardino, J. M. Sánchez-Pérez, J. A. Gómez-Pulido and M. A. Vega-Rodríguez, "Hybrid Honey Bees Mating Optimisation algorithm to assign terminals to concentrators," 2010 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2010), Rome, Italy, 2010, pp. 1-7, doi: https://doi.org10.1109/ISABEL.2010.5702845.
Editora
IEEE Canada
Licença CC
Sem licença CC