Modified bat algorithm with quaternion representation
Conference paper
Fister, I., Brest, J., Fister, I. and Yang, X. 2015. Modified bat algorithm with quaternion representation. IEEE Congress on Evolutionary Computation (CEC 2015). Sendai, Japan 25 - 28 May 2015 IEEE. pp. 491-498 https://doi.org/10.1109/CEC.2015.7256930
Type | Conference paper |
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Title | Modified bat algorithm with quaternion representation |
Authors | Fister, I., Brest, J., Fister, I. and Yang, X. |
Abstract | This paper introduces a modified bat algorithm using quaternion representation of individuals. Quaternions are a number system, which extends complex numbers. They are successfully applied to problems of theoretical physics and to those areas needing fast rotation calculations. We propose the application of quaternions in optimization, more precisely, we have been using quaternions for representation of individuals in bat algorithm belonging to a swarm intelligence family. It is expected that the problems with stagnation in swarm intelligence should be reduced or even eliminated. We believe that this representation could successfully be applied also to the other swarm intelligence and evolutionary algorithms. |
Keywords | quaternion; swarm intelligence; evolutionary computation ; representation of individuals; bat algorithm |
Conference | IEEE Congress on Evolutionary Computation (CEC 2015) |
Page range | 491-498 |
Proceedings Title | 2015 IEEE Congress on Evolutionary Computation (CEC) |
ISSN | 1089-778X |
Publisher | IEEE |
Publication dates | |
25 May 2015 | |
Publication process dates | |
Deposited | 19 Apr 2016 |
Accepted | 15 Mar 2015 |
Output status | Published |
Digital Object Identifier (DOI) | https://doi.org/10.1109/CEC.2015.7256930 |
Web of Science identifier | WOS:000380444800064 |
Language | English |
https://repository.mdx.ac.uk/item/86415
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