Algorithm of Marriage in Honey Bees Optimization Based on the Nelder-Mead Method
- https://doi.org/10.2991/iske.2007.151How to use a DOI?
- Marriage in Honey Bees Optimization(MBO), Nelder-Mead Method, Markov Chain, Nelder-Mead - Marriage in Honey Bees Optimization (NM-MBO),TSP
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
- © 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 -