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An Idea Based on Honey Bee Swarm for Numerical Optimization (Technical Report-TR06, October, 2005)
Bibliografi
Author:
Karaboga, Dervis
Topik:
Artificial Bee Colony (ABC) Algorithm
Bahasa:
(EN )
Tahun Terbit:
2005
Jenis:
Others (lainnya)
Fulltext:
tr06_2005.pdf
(156.67KB;
5 download
)
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Abstract
In this work, a new optimization algorithm based on the intelligent behaviour of honey bee swarm has been described. The new swarm algorithm is very simple and very flexible when compared to the existing swarm based algorithms. It is also very robust, at least for the test problems considered in this work. From the simulation results, it is concluded that the proposed algorithm can be used for solving unimodal and multi-modal numerical optimization problems. In this work, the algorithm was tested on a very limited set of test problems. The simulation study must be carried out on a larger set of test functions and the performance of the algorithm must be examined in detail.
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