Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

Algorithm of Marriage in Honey Bees Optimization Based on the Nelder-Mead Method

Authors
Chenguang Yang1, Jie Chen, Xuyan Tu
1Department of Automation School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China
Corresponding Author
Chenguang Yang
Available Online October 2007.
DOI
https://doi.org/10.2991/iske.2007.151How to use a DOI?
Keywords
Marriage in Honey Bees Optimization(MBO), Nelder-Mead Method, Markov Chain, Nelder-Mead - Marriage in Honey Bees Optimization (NM-MBO),TSP
Abstract

Marriage in Honey Bees Optimization (MBO) is a swarm-intelligence method. To improve its optimization performance, the Nelder-Mead method is used combined with MBO. The paper proposed an improved Marriage in Honey Bees Optimization algorithm. The local characteristic is obtained by Nelder-Mead Method and it is used in the process of MBO algorithm. The global convergence characteristic of the proposed algorithm is also proved by using the Markov Chain theory. Traveling Salesman Problem (TSP) and several public evaluation functions are used in the end to compare the proposed algorithm and Genetic Algorithm. Simulation results show that NMFMBO have better convergence performance

Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/iske.2007.151How to use a DOI?
Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Chenguang Yang
AU  - Jie Chen
AU  - Xuyan Tu
PY  - 2007/10
DA  - 2007/10
TI  - Algorithm of Marriage in Honey Bees Optimization Based on the Nelder-Mead Method
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 886
EP  - 892
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.151
DO  - https://doi.org/10.2991/iske.2007.151
ID  - Yang2007/10
ER  -