A novel artificial bee colony algorithm with diversity strategy

Proceedings - 2011 7th International Conference on Natural Computation, ICNC 2011

Volumn 3, Issue , 2011, Pages 1441-1444

  Lee, Wei Ping ^a   Cai, Wan Ting ^a  

^a CHUNG YUAN CHRISTIAN UNIVERSITY   (Taiwan)

Author keywords

Artificial bee colony algorithm; Diversity; Evolutionary Computation

Indexed keywords

ARTIFICIAL BEE COLONIES; COMPLEX OPTIMIZATION; DIVERSITY; EVOLUTIONARY COMPUTATIONS; LOCAL OPTIMA; PREMATURE CONVERGENCE; RAPID CONVERGENCE; SIMPLE STRUCTURES;

EVOLUTIONARY ALGORITHMS;

CONVERGENCE OF NUMERICAL METHODS;

EID: 80053404661     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2011.6022505     Document Type: Conference Paper

References (12)

1. M. C. Schut, "Scientific Handbook for Simulation of Collective Intelligence, version 2," Available under Creative Commons License (2007), www.sci-sci.org.
2. E. Bonabeau, M. Dorigo, and G. Theraulaz, Swarm intelligence: from natural to artificial systems. Oxford University Press, USA, 1999.
3. D. B. Fogel, "What is evolutionary computation?," Spectrum, IEEE, vol.37, no.2, pp. 26-32, 2002.
4. D. Karaboga, "An idea based on honey bee swarm for numerical optimization," Techn. Rep. TR06, Erciyes Univ. Press, Erciyes, 2005.
5. L. Bao and J. Zeng, "Comparison and Analysis of the Selection Mechanism in the Artificial Bee Colony Algorithm," in 2009 Ninth International Conference on Hybrid Intelligent Systems, 2009, pp. 411-416.
6. D. J. Mala, V. Mohan, and M. Kamalapriya, "Automated software test optimisation framework - an artificial bee colony optimisation-based approach," Software, IET, vol.4, no.5, pp. 334-348, 2010.
7. D. Karaboga and B. Akay, "A comparative study of artificial bee colony algorithm," Applied Mathematics and Computation, vol.214, no.1, pp. 108-132, 2009.
8. D. Karaboga and B. Basturk, "On the performance of artificial bee colony (ABC) algorithm," Applied Soft Computing, vol.8, no.1, pp. 687-697, 2008. (Pubitemid 47374599)
9. Y. Marinakis, M. Marinaki, and N. Matsatsinis, "A hybrid discrete Artificial Bee Colony-GRASP algorithm for clustering," in Computers & Industrial Engineering, 2009. CIE 2009. International Conference on, 2009, pp. 548-553.
10. G. Zhu and S. Kwong, "Gbest-Guided Artificial Bee Colony Algorithm for Numerical Function Optimization," Applied Mathematics and Computation, 2010.
11. R. Ursem, "Diversity-guided evolutionary algorithms," Parallel Problem Solving from Nature - PPSN VII, pp. 462-471, 2002.
12. A.K. Qin, V. L. Huang, and P. N. Suganthan, "Differential evolution algorithm with strategy adaptation for global numerical optimization," Evolutionary Computation, IEEE Transactions on, vol.13, no.2, pp. 398-417, 2009.