An Overview of Artificial Bee Colony Algorithm

DOI

10.2991/ameii-15.2015.226How to use a DOI?

Keywords

Swarm Intelligence; Artificial Bee Colony Algorithm; Algorithm Principle; Research Status Quo

Abstract

A swarm intelligence algorithm develops rapidly, which has solved many large scale complex problems these years. Artificial bee colony algorithm is a new swarm intelligence algorithm and gets wide attention for its superior performance, such as, strong global convergence, greedy heuristic search feature and quickly problem solution. The biological background is introduced briefly; By comparing bees foraging behavior with problems solution, modeling thought is given; Algorithm model is introduced in detail. Then, research status quo is discussed from two aspects, improvement and application of the algorithm. Also, conclusions are given about artificial bee colony algorithm, and improvement direction and application field are put forward from the weakness analysis of algorithm.

Copyright

© 2015, 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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TY  - CONF
AU  - Suhan Yang
AU  - Hongwei Jiang
PY  - 2015/04
DA  - 2015/04
TI  - An Overview of Artificial Bee Colony Algorithm
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 1220
EP  - 1225
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.226
DO  - 10.2991/ameii-15.2015.226
ID  - Yang2015/04
ER  -