A hybrid algorithm based on gravitational search algorithm for unimodal optimization

2012 2nd International eConference on Computer and Knowledge Engineering, ICCKE 2012

Volumn , Issue , 2012, Pages 129-132

  Doraghinejad, Mohammad ^a   Nezamabadi Pour, Hossein ^a   Hashempour Sadeghian, Armindokht ^a   Maghfoori, Malihe ^a  

^a SHAHID BAHONAR UNIVERSITY OF KERMAN   (Iran)

Author keywords

Heuristic algorithms; the black hole operator; the gravitational search algorithm (GSA); unimodal functions

Indexed keywords

BLACK HOLES; GRAVITATIONAL SEARCH ALGORITHMS; HEURISTIC SEARCH ALGORITHMS; HYBRID ALGORITHMS; MASS INTERACTION; OPTIMIZATION PROBLEMS; UNIMODAL; UNIMODAL FUNCTIONS;

HEURISTIC ALGORITHMS; KNOWLEDGE ENGINEERING; LEARNING ALGORITHMS; OPTIMIZATION; STARS;

GRAVITATION;

EID: 84873141232     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCKE.2012.6395365     Document Type: Conference Paper

References (18)

1. J.Andre, P.Siarry, T.Dognon, "An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization, "Advances in Engineering Software 32 (2001) 49-60. (Pubitemid 34771350)
2. S. H. Ling, H. H. C. Iu, K. Y. Chan, H. K. Lam, Benny C. W. Yeung, and Frank H. Leung,"Hybrid particle swarm optimization with wavelet mutation and its industrial applications,"IEEE Transactions On Systems, Man, And Cybernetics Part B: Cybernetics, Vol. 38, No. 3, June 2008.
3. P. Angeline, "Using selection to improve particle swarm optimization,"In: Proceedings of IEEE International Conference on Evolutionary Computation, pp. 84-89,1998.
4. J. Kenndy, "Small worlds and mega-minds: effects of neighborhood topology on particle swarm performance," In: Proceedings of IEEE Congress on Evolutionary Computation, pp. 1931-1938, 1999.
5. J. Kennedy, R. Mendes, "Population structure and particle swarm performance," In: Proceedings of IEEE Congress on Evolutionary Computation, pp.1671-1676, 2002.
6. E.Rashedi, H. Nezamabadi-pour, and S. Saryazdi, "GSA: a gravitational search algorithm,"Information Science, vol. 179, Issue13, pp. 2232-2248, 2009.
7. E.Rashedi, H. Nezamabadi-pour, and S. Saryazdi, "BGSA: binary gravitational search algorithm,"Natural Computing, vol.9, no. 3, pp. 727-745, 2010.
8. E.Rashedi, and H.Nezamabadi-pour, "Gravitational search algorithm," 15th Iranian Conference on Electrical Engineering (ICEE'07), Tehran, Iran, pp. 139-144, 2007.
9. E.Rashedi, H.Nezamabadi-pour, and S.Saryazdi, "A binary version of Gravitational search algorithm,"Frist Joint Congress on Fuzzy and Intelligent Systems, Mashhad, Iran, Aug. 2007.
10. M.Doraghinejad, H.Nezamabadi-pour, M. Maghfoori , "Black hole: a new operator in gravitational search algorithm for unimodal problems,"20th Iranian Conference on Electrical Engineering (ICEE'12), Tehran, Iran, May 2012 (in Farsi).
11. E.Rashedi, H.Nezamabadi-pour, and, S. Saryazi, "IIR filter design using gravitational search algorithm,"16th Iranian Conference on Electrical Engineering (ICEE'08), Tehran, Iran, vol. 4 (Communication), pp. 469-474, May 2008.
12. E.Rashedi, H.Nezamabadi-pour, and, S. Saryazi, "Non-linear system modeling by rational filters based on gravitational search algorithm,"17th Iranian Conference on Electrical Engineering (ICEE'09), Tehran, Iran, vol. 4 (Communication), pp. 37-44, May 2009.
13. E.Rashedi, H.Nezamabadi-pour, and H.Touhidi,"Feature selection using binary Gravitational search algorithm,"3rd International Conference on Information and Knowledge Technology, IKT2007 , Mashhad, Iran, Dec. 2007.
14. E. Rashedi, H. Nezamabadi-pour, and S. Saryazdi, "Filter modeling using gravitational search algorithm,"Engineering Application of Artificial Intelligence , vol. 24, no.1 pp. 117-122, 2011.
15. E. Rashedi , H. Nezamabadi-pour, S. Saryazdi, M.M.Farsangi, "Allocation of Static Var Compensator Using Gravitational Search Algorithm,"Frist Joint Conference on Fuzzy and Intelligent Systems, Mashhad, Iran, Aug.2007.
16. S. Sarafrazi, H. Nezamabadi-pour, S. Saryazdi,"Disruption: A new operator in gravitational search algorithm,"ScientiaIranica, pp. 539-548, Feb 2011.
17. N. K. Glendenning, Special and General Relativity, Springer, 2007.
18. B. W.Carrol, D. A. Ostlie, An Introduction to Modern Astrophysics, second edition.Addison Wesley PublishingCompany, 2007.