Hybrid Honey Bees Mating Optimisation algorithm to assign terminals to concentrators

Bernardino, Eugénia M.; Bernardino, Anabela M.; Sánchez-Pérez, Juan Manuel; Gómez-Pulido, Juan Antonio; Vega-Rodríguez, Miguel Angel

http://hdl.handle.net/10400.8/14800

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Hybrid honey bees mating optimisation algorithm to assign terminals to concentrators.pdf	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	Download

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Authors

Bernardino, Eugénia M.

Bernardino, Anabela M.

Sánchez-Pérez, Juan Manuel

Gómez-Pulido, Juan Antonio

Vega-Rodríguez, Miguel Angel

Abstract(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.

Description

Article number - 5702845; Conference date - 7 November 2010 - 10 November 2010; Conference code - 83886
EISBN - 978-1-4244-8132-3

Keywords

Communication Networks Honey Bees Mating Optimisation Algorithm Terminal Assignment Problem

URI

http://hdl.handle.net/10400.8/14800

Citation

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.