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Volumn 11, Issue 5, 2007, Pages 579-595

An evolutionary algorithm for global optimization based on level-set evolution and latin squares

Author keywords

Evolutionary algorithm (EA); Global optimization; Latin squares; Level set evolution

Indexed keywords

COMPUTER SIMULATION; GLOBAL OPTIMIZATION; MATHEMATICAL OPERATORS; MONTE CARLO METHODS;

EID: 34948900352     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2006.886802     Document Type: Article
Times cited : (132)

References (36)
  • 1
    • 31244437428 scopus 로고    scopus 로고
    • New classes of globally convexized filled functions for global optimization
    • S. Lucidi and V. Piccialli, "New classes of globally convexized filled functions for global optimization," J. Global Optim., vol. 24, pp. 219-236, 2002.
    • (2002) J. Global Optim , vol.24 , pp. 219-236
    • Lucidi, S.1    Piccialli, V.2
  • 2
    • 0000548518 scopus 로고    scopus 로고
    • Globally convexized filled functions for global optimization
    • R. P. Ge and Y. F. Qin, "Globally convexized filled functions for global optimization," Applied Mathematics and Computation, vol. 35, pp. 131-158, 1999.
    • (1999) Applied Mathematics and Computation , vol.35 , pp. 131-158
    • Ge, R.P.1    Qin, Y.F.2
  • 3
    • 0035363328 scopus 로고    scopus 로고
    • Stochastic tunneling algorithm for global optimization
    • E. M. Oblow, "Stochastic tunneling algorithm for global optimization," J. Global Optim., vol. 20, pp. 195-212, 2001.
    • (2001) J. Global Optim , vol.20 , pp. 195-212
    • Oblow, E.M.1
  • 4
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodel functions
    • Jun
    • J. J. Liang, A. K. Qin, P. N. Suganthan, and S. Basker, "Comprehensive learning particle swarm optimizer for global optimization of multimodel functions," IEEE Trans. Evol. Comput., vol. 10, no. 3, pp. 281-295, Jun. 2006.
    • (2006) IEEE Trans. Evol. Comput , vol.10 , Issue.3 , pp. 281-295
    • Liang, J.J.1    Qin, A.K.2    Suganthan, P.N.3    Basker, S.4
  • 5
    • 31744436874 scopus 로고    scopus 로고
    • A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance
    • Feb
    • V. K. Koumousis and C. P. Katsaras, "A saw-tooth genetic algorithm combining the effects of variable population size and reinitialization to enhance performance," IEEE Trans. Evol. Comput., vol. 10, no. 1, pp. 19-28, Feb. 2006.
    • (2006) IEEE Trans. Evol. Comput , vol.10 , Issue.1 , pp. 19-28
    • Koumousis, V.K.1    Katsaras, C.P.2
  • 6
    • 33744745603 scopus 로고    scopus 로고
    • An evolutionary clustering algorithm for gene expression microarray data analysis
    • Jun
    • P. C. H. Ma, K. C. C. Chan, X. Yao, and D. K. Y. Chiu, "An evolutionary clustering algorithm for gene expression microarray data analysis," IEEE Trans. Evol. Comput., vol. 10, no. 3, pp. 296-314, Jun. 2006.
    • (2006) IEEE Trans. Evol. Comput , vol.10 , Issue.3 , pp. 296-314
    • Ma, P.C.H.1    Chan, K.C.C.2    Yao, X.3    Chiu, D.K.Y.4
  • 7
    • 17644380954 scopus 로고    scopus 로고
    • The exploration/exploitation tradeoff in dynamic cellular genetic algorithms
    • Apr
    • E. Alba and B. Dorronsoro, "The exploration/exploitation tradeoff in dynamic cellular genetic algorithms," IEEE Trans. Evol. Comput., vol. 9, no. 2, pp. 126-142, Apr. 2005.
    • (2005) IEEE Trans. Evol. Comput , vol.9 , Issue.2 , pp. 126-142
    • Alba, E.1    Dorronsoro, B.2
  • 8
    • 1542273610 scopus 로고    scopus 로고
    • Evolutionary programming using mutations based on the levy probability distribution
    • Feb
    • C. Y. Lee and X. Yao, "Evolutionary programming using mutations based on the levy probability distribution," IEEE Trans. Evol. Comput., vol. 8, no. 1, pp. 1-13, Feb. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.1 , pp. 1-13
    • Lee, C.Y.1    Yao, X.2
  • 9
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    • Jun
    • A. Ratnaweera, S. K. Halgamuge, and H. C. Watson, "Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 240-255, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.3 , pp. 240-255
    • Ratnaweera, A.1    Halgamuge, S.K.2    Watson, H.C.3
  • 10
    • 3142697802 scopus 로고    scopus 로고
    • A cooperative approach to particle swarm optimization
    • Jun
    • F. V. d. Bergh and A. P. Engelbrecht, "A cooperative approach to particle swarm optimization," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 225-239, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.3 , pp. 225-239
    • Bergh, F.V.D.1    Engelbrecht, A.P.2
  • 11
    • 0035247566 scopus 로고    scopus 로고
    • An orthogonal genetic algorithm with quantization for global numerical optimization
    • Feb
    • Y. W. Leung and Y. P. Wang, "An orthogonal genetic algorithm with quantization for global numerical optimization," IEEE Trans. Evol. Comput., vol. 5, no. 1, pp. 41-53, Feb. 2001.
    • (2001) IEEE Trans. Evol. Comput , vol.5 , Issue.1 , pp. 41-53
    • Leung, Y.W.1    Wang, Y.P.2
  • 12
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • Jul
    • X. Yao, Y. Liu, and G. Lin, "Evolutionary programming made faster," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 82-102, Jul. 1999.
    • (1999) IEEE Trans. Evol. Comput , vol.3 , Issue.2 , pp. 82-102
    • Yao, X.1    Liu, Y.2    Lin, G.3
  • 19
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. 671-680, 1983.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 20
    • 0033116882 scopus 로고    scopus 로고
    • Orthogonal genetic algorithm for multimedia multicast routing
    • Apr
    • Q. Zhang and Y. W. Leung, "Orthogonal genetic algorithm for multimedia multicast routing," IEEE Trans. Evol. Comput, vol. 3, no. 1, pp. 91-96, Apr. 1998.
    • (1998) IEEE Trans. Evol. Comput , vol.3 , Issue.1 , pp. 91-96
    • Zhang, Q.1    Leung, Y.W.2
  • 21
    • 0029699252 scopus 로고    scopus 로고
    • A new global optimization algorithm based on Latin square theory
    • May 20-22
    • D. G. Li and C. Smith, "A new global optimization algorithm based on Latin square theory," in Proc. IEEE Int. Conf. Evol. Program. VII May 20-22, 1996, pp. 628-630.
    • (1996) Proc. IEEE Int. Conf. Evol. Program. VII , pp. 628-630
    • Li, D.G.1    Smith, C.2
  • 22
    • 4444296251 scopus 로고    scopus 로고
    • Hybrid Taguchi-genetic algorithm for global numerical optimization
    • Aug
    • J.-T. Tsai, T.-K. Liu, and J.-H. Chou, "Hybrid Taguchi-genetic algorithm for global numerical optimization," IEEE Trans. Evol. Comput., vol. 8, no. 4, pp. 365-377, Aug. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.4 , pp. 365-377
    • Tsai, J.-T.1    Liu, T.-K.2    Chou, J.-H.3
  • 23
    • 2442661659 scopus 로고    scopus 로고
    • On the convergence of a class of estimation of distribution algorithms
    • Apr
    • Q. Zhang and H. Muehlenbein, "On the convergence of a class of estimation of distribution algorithms," IEEE Trans. Evol. Comput. vol. 8, no. 2, pp. 127-136, Apr. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.2 , pp. 127-136
    • Zhang, Q.1    Muehlenbein, H.2
  • 24
    • 1642334748 scopus 로고    scopus 로고
    • Hybrid estimation of distribution algorithm for global optimization
    • Q. Zhang, J. Sun, E. Tsang, and J. Ford, "Hybrid estimation of distribution algorithm for global optimization," Eng. Comput., vol. 21, no. 1, pp. 91-107, 2004.
    • (2004) Eng. Comput , vol.21 , Issue.1 , pp. 91-107
    • Zhang, Q.1    Sun, J.2    Tsang, E.3    Ford, J.4
  • 27
    • 0003059188 scopus 로고    scopus 로고
    • Finite Markov chain results in evolutionary computation: A tour d'horizon
    • G. Rudolph, "Finite Markov chain results in evolutionary computation: A tour d'horizon," Fundamenta Informaticae, vol. 35, no. 2, pp. 67-89, 1998.
    • (1998) Fundamenta Informaticae , vol.35 , Issue.2 , pp. 67-89
    • Rudolph, G.1
  • 28
    • 0025244594 scopus 로고
    • Experiments in nonconvex optimization: Stochastic approximation and function smoothing and simulated annealing
    • M. A. Stybinski and T. S. Tang, "Experiments in nonconvex optimization: Stochastic approximation and function smoothing and simulated annealing," Neural Netw., vol. 3, pp. 467-483, 1990.
    • (1990) Neural Netw , vol.3 , pp. 467-483
    • Stybinski, M.A.1    Tang, T.S.2
  • 29
    • 0031153042 scopus 로고    scopus 로고
    • Enhanced simulated annealing for globally minimizing functions of many-continuous variables
    • P. Siarry, G. Berthiau, F. Durbin, and J. Haussy, "Enhanced simulated annealing for globally minimizing functions of many-continuous variables," ACM Trans. Math. Softw., vol. 23, pp. 209-228, 1997.
    • (1997) ACM Trans. Math. Softw , vol.23 , pp. 209-228
    • Siarry, P.1    Berthiau, G.2    Durbin, F.3    Haussy, J.4
  • 30
    • 84955615829 scopus 로고    scopus 로고
    • Fast evolution strategies
    • P. J. Angeline and R. Reynolds, Eds. Berlin, Germany: Springer-Verlag
    • X. Yao and Y. Liu, "Fast evolution strategies," in Evolutionary Programming VI, P. J. Angeline and R. Reynolds, Eds. Berlin, Germany: Springer-Verlag, 1997, pp. 151-161.
    • (1997) Evolutionary Programming VI , pp. 151-161
    • Yao, X.1    Liu, Y.2
  • 32
    • 0028565561 scopus 로고
    • Hybridizing genetic algorithms with hill-climbing methods for global optimization
    • Orlando, FL, Jun
    • J. Renders and H. Bersini, "Hybridizing genetic algorithms with hill-climbing methods for global optimization," in Proc. 1st IEEE Conf. Evol. Comput., Orlando, FL, Jun. 1994, pp. 312-317.
    • (1994) Proc. 1st IEEE Conf. Evol. Comput , pp. 312-317
    • Renders, J.1    Bersini, H.2
  • 34
    • 84919713045 scopus 로고    scopus 로고
    • Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences
    • V. W. Porto and N. Saravanan, Eds. Berlin, Germany: Springer-Verlag
    • P. J. Angeline, "Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences," in Proc. Evolutionary Programming VII, V. W. Porto and N. Saravanan, Eds. Berlin, Germany: Springer-Verlag, 1998, pp. 601-610.
    • (1998) Proc. Evolutionary Programming VII , pp. 601-610
    • Angeline, P.J.1
  • 35
    • 0032155006 scopus 로고    scopus 로고
    • Combining mutation operators in evolutionary programming
    • Sep
    • K. Chellapilla, "Combining mutation operators in evolutionary programming," IEEE Trans. Evol. Comput., vol. 2, no. 3, pp. 91-96, Sep. 1998.
    • (1998) IEEE Trans. Evol. Comput , vol.2 , Issue.3 , pp. 91-96
    • Chellapilla, K.1
  • 36
    • 34948827530 scopus 로고    scopus 로고
    • M. J. D. Powell, On trust region methods for unconstrained optimization without derivatives, Dept. Appl. Math. Theoretical Phys., Univ. Cambridge, Cambridge, U.K., Work Rep. DAMTP 2002/NA02, 2002.
    • M. J. D. Powell, "On trust region methods for unconstrained optimization without derivatives," Dept. Appl. Math. Theoretical Phys., Univ. Cambridge, Cambridge, U.K., Work Rep. DAMTP 2002/NA02, 2002.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.