Parallelization of the Artificial Bee Colony (ABC) algorithm

Proc. of the 11th WSEAS Int. Conf. on Neural Networks, NN '10, Proceedings of the 11th WSEAS Int. Conf. on Evolutionary Computing, EC '10, Proc. of the 11th WSEAS Int. Conf. on Fuzzy Systems, FS '10

Volumn , Issue , 2010, Pages 191-196

  Subotic, Milos ^a   Tuba, Milan ^a   Stanarevic, Nadezda ^a  

^a UNIVERSITY OF BELGRADE   (Serbia)

Author keywords

Artificial Bee Colony; Multiple swarms; Optimization; Parallelization; Swarm intelligence

Indexed keywords

ARTIFICIAL BEE COLONIES; BENCHMARK FUNCTIONS; EXPLOITATION AND EXPLORATIONS; MULTI-CORE PROCESSOR; MULTIPLE SWARMS; OPTIMIZATION PROBLEMS; PARALLELIZATIONS; SEARCH ALGORITHMS; SWARM INTELLIGENCE;

ALGORITHMS; CELLULAR AUTOMATA; FUZZY SETS; OPTIMIZATION;

NEURAL NETWORKS;

EID: 79952658054     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

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2. Karaboga D, Basturk B, A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. J. of Global Optimization, Volume 39, No. 0925-5001, 2007, pp. 459-471. (Pubitemid 47551831)
3. Engelbrecht A P, Fundamentals of Computational Swarm Intelligence, chapter 1 Introduction, pages 1-4. Wiley and Sons, 2005
4. Baykasoglu A, Ozbakir L, Tapkan P, Artificial bee colony algorithm and its application to generalized assignment problem. In Felix T.S. Chan and Manoj Kumar Tiwari, editors, Swarm Intelligence, Focus on Ant and Particle Swarm Optimization, pages 113-144. I-Tech Education and Publishing, Vienna, Austria, December 2007
5. Basturk B, Karaboga D, An artificial bee colony (ABC) algorithm for numeric function optimization. In Proceedings of IEEE Swarm Intelligence Symposium 2006, Indianapolis, Indiana, USA, May 2006. Institute of Electrical and Electronics Engineers (IEEE)
6. Karaboga D, Akay B, Ozturk C, Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks, Modeling Decisions for Artificial Intelligence, Volume 4617/2007, No. 0302-9743, 2007, pp. 318-329 (Pubitemid 350271180)
7. Williams S, Oliker L, Vuduc R, Shalf J, Yelick K, Demmel J, Optimization of sparse matrix-vector multiplication on emerging multicore platforms, Parallel Computing, Volume 35, Issue 3, March 2009, Pages 178-194
8. Karaboga D, Basturk B, On the performance of artificial bee colony (ABC) algorithm, Applied Soft Computing, Volume 8, No. 1568-4946, 2007, pp. 687-697 (Pubitemid 47374599)