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Volumn 26, Issue 6, 2011, Pages 945-970

A comparative study of some real-coded genetic algorithms for unconstrained global optimization

Author keywords

genetic algorithms; global optimization; pattern search; projection

Indexed keywords

COMPARATIVE STUDIES; EXPERIMENTAL STUDIES; EXPLORATORY SEARCH; GLOBAL EXPLORATION; GLOBAL OPTIMIZATION ALGORITHM; PATTERN SEARCH; PATTERN SEARCH METHOD; PROJECTION; REAL-CODED GENETIC ALGORITHM; SEARCH CAPABILITIES; SEARCH REGION; TEST PROBLEM; VECTOR PROJECTION;

EID: 84857207819     PISSN: 10556788     EISSN: 10294937     Source Type: Journal    
DOI: 10.1080/10556788.2010.491865     Document Type: Article
Times cited : (25)

References (32)
  • 1
    • 58549097833 scopus 로고    scopus 로고
    • A local exploration-based differential evolution algorithm for constrained global optimization
    • M.M. Ali and Z. Kajee-Bagdadi, A local exploration-based differential evolution algorithm for constrained global optimization, Appl. Math. Comput. 208 (2009), pp. 31-48.
    • (2009) Appl. Math. Comput. , vol.208 , pp. 31-48
    • Ali, M.M.1    Kajee-Bagdadi, Z.2
  • 2
    • 1842832743 scopus 로고    scopus 로고
    • Population set-based global optimization algorithms: Some modifications and numerical studies
    • DOI 10.1016/S0305-0548(03)00116-3, PII S0305054803001163
    • M.M. Ali and A. Törn, A population set-based global optimization algorithms: Some modifications and numerical studies, Comput. Oper. Res. 31(10) (2004), pp. 1703-1725. (Pubitemid 38485240)
    • (2004) Computers and Operations Research , vol.31 , Issue.10 , pp. 1703-1725
    • Ali, M.M.1    Torn, A.2
  • 3
    • 22044435106 scopus 로고    scopus 로고
    • A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems
    • DOI 10.1007/s10898-004-9972-2
    • M.M.Ali, C. Khompatraporn, and Z.B. Zabinsky,A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems, J. Global Optim. 31 (2005), pp. 635-672. (Pubitemid 40963404)
    • (2005) Journal of Global Optimization , vol.31 , Issue.4 , pp. 635-672
    • Ali, M.M.1    Khompatraporn, C.2    Zabinsky, Z.B.3
  • 4
    • 0035090747 scopus 로고    scopus 로고
    • An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization
    • DOI 10.1016/S0965-9978(00)00070-3, PII S0965997800000703
    • J. Andre, P. Siarry, and T. Dognon, An improvement of the standard genetic algorithm fighting premature convergence in continuous optimization, Adv. Eng. Softw. 32 (2001), pp. 49-60. (Pubitemid 34771350)
    • (2001) Advances in Engineering Software , vol.32 , Issue.1 , pp. 49-60
    • Andre, J.1    Siarry, P.2    Dognon, T.3
  • 5
    • 0043032999 scopus 로고    scopus 로고
    • Analysis of generalized pattern search
    • C. Audet and J.E. Dennis, Analysis of generalized pattern search, SIAM J. Optim. 13(3) (2004), pp. 889-903.
    • (2004) SIAM J. Optim. , vol.13 , Issue.3 , pp. 889-903
    • Audet, C.1    Dennis, J.E.2
  • 6
    • 27144539455 scopus 로고    scopus 로고
    • Performance evaluation of an advanced local search evolutionary algorithm
    • 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings
    • A. Auger and N. Hansen, Performance evaluation of an advanced local search evolutionary algorithm, Proceedings of the IEEE Congress on Evolutionary Computation, CEC, 2005, pp. 1777-1784. (Pubitemid 41496064)
    • (2005) 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings , vol.2 , pp. 1777-1784
    • Auger, A.1    Hansen, N.2
  • 11
    • 0037449244 scopus 로고    scopus 로고
    • Genetic and Nelder-Mead algorithms hybridized for a more accurate global optimization of continuous multiminima functions
    • R. Chelouah and P. Siarry, Genetic and Nelder-Mead algorithms hybridized for a more accurate global optimization of continuous multiminima functions, Eur. J. Oper. Res. 148(2) (2003), pp. 335-348.
    • (2003) Eur. J. Oper. Res. , vol.148 , Issue.2 , pp. 335-348
    • Chelouah, R.1    Siarry, P.2
  • 12
    • 50249125326 scopus 로고    scopus 로고
    • Quadratic approximation based hybrid genetic algorithm for function optimization
    • K. Deep and K.N. Das, Quadratic approximation based hybrid genetic algorithm for function optimization, Appl. Math. Comput. 203 (2008), pp. 86-98.
    • (2008) Appl. Math. Comput. , vol.203 , pp. 86-98
    • Deep, K.1    Das, K.N.2
  • 13
    • 79955252680 scopus 로고    scopus 로고
    • A new hybrid self organizing migrating genetic algorithm for function optimization
    • 25-28 September, Singapore
    • K. Deep and Dipti, A new hybrid self organizing migrating genetic algorithm for function optimization, Proceedings of the IEEE Congress on Evolutionary Computations, 25-28 September 2007, Singapore, pp. 2796-2803.
    • (2007) Proceedings of the IEEE Congress on Evolutionary Computations , pp. 2796-2803
    • Deep, K.1    Dipti2
  • 14
    • 34247573442 scopus 로고    scopus 로고
    • A new crossover operator for real coded genetic algorithms
    • DOI 10.1016/j.amc.2006.10.047, PII S0096300306014287
    • K. Deep and M. Thakur, A new crossover operator for real coded genetic algorithms, Appl. Math. Comput. 188 (2007), pp. 895-911. (Pubitemid 46686773)
    • (2007) Applied Mathematics and Computation , vol.188 , Issue.1 , pp. 895-911
    • Deep, K.1    Thakur, M.2
  • 15
    • 35248899970 scopus 로고    scopus 로고
    • A new mutation operator for real coded genetic algorithms
    • DOI 10.1016/j.amc.2007.03.046, PII S0096300307003918
    • K. Deep and M. Thakur, A new mutation operator for real coded genetic algorithms, Appl. Math. Comput. 193 (2007), pp. 211-230. (Pubitemid 47562555)
    • (2007) Applied Mathematics and Computation , vol.193 , Issue.1 , pp. 211-230
    • Deep, K.1    Thakur, M.2
  • 16
    • 84857225380 scopus 로고    scopus 로고
    • A real coded multi parent genetic algorithms for function optimization
    • K. Deep and M. Thakur, A real coded multi parent genetic algorithms for function optimization, J. Hybrid Comput. Res. 1(2) (2008), pp. 67-83.
    • (2008) J. Hybrid Comput. Res. , vol.1 , Issue.2 , pp. 67-83
    • Deep, K.1    Thakur, M.2
  • 21
    • 0003722376 scopus 로고
    • Optimization, and Machine Learning,Addison-Wesley, Reading, MA
    • D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning,Addison-Wesley, Reading, MA, 1989.
    • (1989) Genetic Algorithms in Search
    • Goldberg, D.E.1
  • 23
    • 30944468149 scopus 로고    scopus 로고
    • Ph.D. thesis, School of Computational and Applied Mathematics, University of theWitwatersrand, South Africa
    • P. Kaelo, Some population set-based methods for unconstrained global optimization, Ph.D. thesis, School of Computational and Applied Mathematics, University of theWitwatersrand, South Africa, 2005.
    • (2005) Some Population Set-based Methods for Unconstrained Global Optimization
    • Kaelo, P.1
  • 25
    • 84867977710 scopus 로고    scopus 로고
    • A note on the Griewank test function
    • M. Locatelli, A note on the Griewank test function, J. Global Optim. 27 (2003), pp. 169-174.
    • (2003) J. Global Optim. , vol.27 , pp. 169-174
    • Locatelli, M.1
  • 28
    • 0009431634 scopus 로고
    • Artificial evolution and artificial intelligence
    • R. Forsyth, ed., Chapman and Hall, London
    • I. Rechenberg, Artificial evolution and artificial intelligence, in Machine Learning Principle and Techniques, R. Forsyth, ed., Chapman and Hall, London, 1989.
    • (1989) Machine Learning Principle and Techniques
    • Rechenberg, I.1
  • 29
    • 32444438839 scopus 로고    scopus 로고
    • Breeding swarms: A GA/PSO hybrid
    • DOI 10.1145/1068009.1068035, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • M. Settles and T. Soule, Breeding swarms: A GA/PSO hybrid, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005),Washington, DC, July 2005, pp. 161-168. (Pubitemid 43226283)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 161-168
    • Settles, M.1    Soule, T.2
  • 30
    • 0142000477 scopus 로고    scopus 로고
    • Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
    • R. Storn and K. Price, Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces, J. Global Optim. 2 (1997), pp. 341-359. (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 31
    • 0030646625 scopus 로고    scopus 로고
    • A simplex genetic algorithm hybrid. Evolutionary computation
    • Indianapolis, IN
    • J. Yen and B. Lee, A simplex genetic algorithm hybrid. Evolutionary computation, IEEE International Conference on Evolutionary Computation, Indianapolis, IN, 1997, pp. 175-180.
    • (1997) IEEE International Conference on Evolutionary Computation , pp. 175-180
    • Yen, J.1    Lee, B.2
  • 32
    • 40649086325 scopus 로고    scopus 로고
    • Hybrid real coded genetic algorithm with quasi-simplex technique
    • G. Zhang and H. Lu, Hybrid real coded genetic algorithm with quasi-simplex technique, J. Comput. Sci. Netw. Secur. 6(10) (2006), pp. 246-255.
    • (2006) J. Comput. Sci. Netw. Secur. , vol.6 , Issue.10 , pp. 246-255
    • Zhang, G.1    Lu, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.