A hybrid harmony search algorithm for numerical optimization

Proceedings - International Conference on Computational Aspects of Social Networks, CASoN'10

Volumn , Issue , 2010, Pages 255-258

  Zhao, Peng Jun ^a  

^a SHANGLUO UNIVERSITY   (China)

Author keywords

Component; Differential evolution; Harmony search; Opposition based learning

Indexed keywords

BENCHMARK FUNCTIONS; COMPONENT; DIFFERENTIAL EVOLUTION; HARMONY SEARCH; HARMONY SEARCH ALGORITHMS; HIGH-DIMENSIONAL OPTIMIZATION; HS ALGORITHM; HYBRID ALGORITHMS; NUMERICAL OPTIMIZATIONS; OPPOSITION-BASED LEARNING; RANDOM SELECTION; SEARCH PERFORMANCE;

LEARNING ALGORITHMS; OPTIMIZATION; SOCIAL NETWORKING (ONLINE);

EVOLUTIONARY ALGORITHMS;

EID: 78650311575     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CASoN.2010.65     Document Type: Conference Paper

References (13)

1. Z. W. Geem, J. H. Kim, and G. V. Loganathan, "A new heuristic optimization algorithm:harmony search,"Simulation, vol. 76(2), pp. 60-68, 2001.
2. J. H. Kim, Z. W. Geem, and E. S. Kim, "Parameter estimation of the nonlinear muskingum model using harmony search," Journal of the American Water Resources Association, vol.37(5), pp.1131-1138, 2001.
3. K. S. Lee, and Z. W. Geem, "A new meta-heuristic algorithm for continues engineering optimization:harmony search theory and practice," Comput. Methods Appl. Mech. Engrg. 194, pp.3902-3933, 2004.
4. K. S. Lee, and Z. W. Geem, "A new structural optimization method based on the harmony search algorithm," Comput.Struct. 82 (9-10)( 2004),pp.781-798.
5. Z. W. Geem, K. S. Lee, and Y. Park, "Application of harmony search to vehicle routing,"American Journal of Applied Sciences. 2(12), pp.1552-1557,2005.
6. Z. W. Geem, "Optimal cost design of water distribution networks using harmony search,"Engineering Optimization. 38(3), 259-280,2006.
7. M. Mahdavi, M. Fesanghary, and E. Damangir, "An improved harmony search algorithm for solving optimization problems,"Applied Mathematics and Computation, 188(2): pp.1567-1579,2007.
8. M. Omran, and M. Mahdavi, "Global-best harmony search," Applied Mathematics and Computation, 198(2),pp. 643-656,2008.
9. M. Fesanghary, M. Mahdavi, M. Minary, and Y. Alizadeh, "Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems,"Comput. Methods Appl. Mech. Engrg. 197, pp.3080-3091,2008.
10. R. Storn, and K. Price, "Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces," Journal of Global Optimization, 11(4), 341-359, 1997.
11. S. Rahnamayan, H. R. Tizhoosh, and M. M. Salama, "Oppositionbased dufferential evolution algorithms,"IEEE Congress on Evolutionary Computation, Vancouver, Canada, July16-21,pp.7363-7370, 2006.
12. H. R. Tizhoosh, "Opposition-based learning: a new scheme for machine intelligence, International Conference on Computational Intelligence for Modeling Control and Automation CIMCA'05, Vienna, Austria, vol.I, pp.695-701, 2005.
13. S. Rahnamayan, H. R. Tizhoosh, and M. M. Salama, "A novel population initialization method for accelerating evolutionary algorithms," Computers and Mathematics with Applications, vol. 53, no. 10, pp. 1605-1614, 2007.