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Volumn 14, Issue 6, 2010, Pages 842-864

Multimodal optimization by means of a topological species conservation algorithm

Author keywords

Evolutionary algorithms; function optimization; landscape detection; multimodal optimization; species conservation

Indexed keywords

ATTRACTION BASIN; BENCHMARK TESTS; BUDGET MANAGEMENT; ENGINEERING DESIGN; EVOLUTIONARY METHOD; EVOLUTIONARY TECHNIQUES; FITNESS EVALUATIONS; FUNCTION OPTIMIZATION; LANDSCAPE DETECTION; MULTI-MODAL; MULTI-MODAL OPTIMIZATION; NOVEL TECHNIQUES; RECENT STATE; SPECIAL TREATMENTS; SPECIES CONSERVATION; SPECIES CONSERVING GENETIC ALGORITHMS;

EID: 78649810720     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2010.2041668     Document Type: Article
Times cited : (134)

References (29)
  • 1
    • 84871985514 scopus 로고    scopus 로고
    • Multimodal problems and spatial distribution
    • Berlin, Germany: Springer-Verlag ch. 9
    • A. E. Eiben and J. E. Smith, "Multimodal problems and spatial distribution," in Introduction to Evolutionary Computing. Berlin, Germany: Springer-Verlag, 2003, ch. 9, p. 155.
    • (2003) Introduction to Evolutionary Computing , pp. 155
    • Eiben, A.E.1    Smith, J.E.2
  • 2
    • 32444440312 scopus 로고    scopus 로고
    • Counteracting genetic drift and disruptive recombination in (μ +/, a;)-EA on multimodal fitness landscapes
    • M. Preuss, L. Schonemann, and M. Emmerich, "Counteracting genetic drift and disruptive recombination in (μ +/, a;)-EA on multimodal fitness landscapes," in Proc. Genetic Evol. Comput. Conf. (GECCO), vol. 1. 2005, pp. 865-872.
    • (2005) Proc. Genetic Evol. Comput. Conf. (GECCO) , vol.1 , pp. 865-872
    • Preuss, M.1    Schonemann, L.2    Emmerich, M.3
  • 5
    • 84901449352 scopus 로고    scopus 로고
    • Multinational evolutionary algorithms
    • R. K. Ursem, "Multinational evolutionary algorithms," in Proc. Congr. Evol. Comput. (CEC), vol. 3. 1999, pp. 1633-1640.
    • (1999) Proc. Congr. Evol. Comput. (CEC) , vol.3 , pp. 1633-1640
    • Ursem, R.K.1
  • 6
    • 0036715627 scopus 로고    scopus 로고
    • A species conserving genetic algorithm for multimodal function optimization
    • J. P. Li, M. E. Balazs, G. T. Parks, and P. J. Clarkson, "A species conserving genetic algorithm for multimodal function optimization," Evol. Comput., vol. 10, no. 3, pp. 207-234, 2002.
    • (2002) Evol. Comput. , vol.10 , Issue.3 , pp. 207-234
    • Li, J.P.1    Balazs, M.E.2    Parks, G.T.3    Clarkson, P.J.4
  • 7
    • 34547885395 scopus 로고    scopus 로고
    • Where are the niches? Dynamic fitness sharing
    • Aug
    • A. D. Cioppa, C. D. Stefano, and A. Marcelli, "Where are the niches? Dynamic fitness sharing," IEEE Trans. Evol. Comput., vol. 11, no. 4, pp. 453-465, Aug. 2007.
    • (2007) IEEE Trans. Evol. Comput. , vol.11 , Issue.4 , pp. 453-465
    • Cioppa, A.D.1    Stefano, C.D.2    Marcelli, A.3
  • 8
    • 78649876440 scopus 로고
    • Interim and prospectus
    • Ann Arbor, MI: Univ. of Michigan Press ch. 10
    • J. H. Holland, "Interim and prospectus," in Adaptation in Natural and Artificial Systems. Ann Arbor, MI: Univ. of Michigan Press, 1975, ch. 10, pp. 171-180.
    • (1975) Adaptation in Natural and Artificial Systems , pp. 171-180
    • Holland, J.H.1
  • 9
    • 0004055017 scopus 로고
    • Ph.D. dissertation, Dept. Comput. Commun. Sci., Univ. Michigan, Ann Arbor
    • D. J. Cavicchio, "Adaptive search using simulated evolution," Ph.D. dissertation, Dept. Comput. Commun. Sci., Univ. Michigan, Ann Arbor, 1970.
    • (1970) Adaptive Search Using Simulated Evolution
    • Cavicchio, D.J.1
  • 10
    • 60849117825 scopus 로고    scopus 로고
    • Niching with derandomized evolution strategies in artificial and real-world landscapes
    • Mar
    • O. M. Shir and T. Bäck, "Niching with derandomized evolution strategies in artificial and real-world landscapes," Natural Comput.: Int. J., vol. 8, no. 1, pp. 171-196, Mar. 2009.
    • (2009) Natural Comput.: Int. J. , vol.8 , Issue.1 , pp. 171-196
    • Shir, O.M.1    Bäck, T.2
  • 11
    • 4344598796 scopus 로고    scopus 로고
    • Multimodal optimization using crowding-based differential evolution
    • R. Thomsen, "Multimodal optimization using crowding-based differential evolution," in Proc. Congr. Evol. Comput. (CEC), vol. 2. 2004, pp. 1382-1389.
    • (2004) Proc. Congr. Evol. Comput. (CEC) , vol.2 , pp. 1382-1389
    • Thomsen, R.1
  • 12
    • 0002284602 scopus 로고
    • An investigation of niche and species formation in genetic function optimization
    • K. Deb and D. E. Goldberg, "An investigation of niche and species formation in genetic function optimization," in Proc. 3rd Int. Conf. Genetic Algorithms, 1989, pp. 42-50.
    • (1989) Proc. 3rd Int. Conf. Genetic Algorithms , pp. 42-50
    • Deb, K.1    Goldberg, D.E.2
  • 13
    • 4344568849 scopus 로고    scopus 로고
    • Multinational gas: Multimodal optimization techniques in dynamic environments
    • R. K. Ursem, "Multinational gas: Multimodal optimization techniques in dynamic environments," in Proc. Genetic Evol. Comput. Conf. (GECCO), vol. 1. 2000, pp. 19-26.
    • (2000) Proc. Genetic Evol. Comput. Conf. (GECCO) , vol.1 , pp. 19-26
    • Ursem, R.K.1
  • 15
    • 33750237515 scopus 로고    scopus 로고
    • Niche radius adaptation in the CMA-ES niching algorithm
    • LNCS
    • O. M. Shir and T. Baeck, "Niche radius adaptation in the CMA-ES niching algorithm," in Proc. Parallel Problem Solving Nature (PPSN), LNCS 4193. 2006, pp. 142-151.
    • (2006) Proc. Parallel Problem Solving Nature (PPSN) , vol.4193 , pp. 142-151
    • Shir, O.M.1    Baeck, T.2
  • 16
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • Jun
    • N. Hansen and A. Ostermeier, "Completely derandomized self-adaptation in evolution strategies," Evol. Comput., vol. 9, no. 2, pp. 159-195, Jun. 2001.
    • (2001) Evol. Comput. , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 18
    • 33750258817 scopus 로고    scopus 로고
    • A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies
    • C. Igel, T. Suttorp, and N. Hansen, "A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies," in Proc. Genetic Evol. Comput. Conf. (GECCO), 2006, pp. 453-460.
    • (2006) Proc. Genetic Evol. Comput. Conf. (GECCO) , pp. 453-460
    • Igel, C.1    Suttorp, T.2    Hansen, N.3
  • 20
    • 0003679582 scopus 로고
    • Genetic Algorithms Lab., Univ. Illinois Urbana-Champaign, Tech. Rep. 95001
    • S. W. Mahfound, "Niching methods for genetic algorithms," Genetic Algorithms Lab., Univ. Illinois, Urbana-Champaign, Tech. Rep. 95001, 1995.
    • (1995) Niching Methods for Genetic Algorithms
    • Mahfound, S.W.1
  • 21
    • 0000251768 scopus 로고    scopus 로고
    • Probability crowding: Determining crowding with probabilistic replacement
    • O. J. Mengshoel and D. E. Goldberg, "Probability crowding: Determining crowding with probabilistic replacement," in Proc. Genetic Evol. Comput. Conf. (GECCO), 1999, pp. 409-416.
    • (1999) Proc. Genetic Evol. Comput. Conf. (GECCO) , pp. 409-416
    • Mengshoel, O.J.1    Goldberg, D.E.2
  • 23
    • 78649850564 scopus 로고    scopus 로고
    • Fuzzy clustering based parallel cultural algorithm
    • J. Alami, L. Benameur, and A. Imrani, "Fuzzy clustering based parallel cultural algorithm," Int. J. Soft Comput., vol. 2, no. 4, pp. 562-571, 2007.
    • (2007) Int. J. Soft Comput. , vol.2 , Issue.4 , pp. 562-571
    • Alami, J.1    Benameur, L.2    Imrani, A.3
  • 25
    • 27144437429 scopus 로고    scopus 로고
    • Problem definition and evaluation criteria for the CEC 2005 special session on real-parameter optimization
    • Nanyang Technological University, Singapore IIT Kanpur, Kanpur, India, KanGAL Rep.
    • P. N. Suganthan, N. Hansen, J. J. Liang, K. Deb, Y.-P. Chen, A. Auger, and S. Tiwari, "Problem definition and evaluation criteria for the CEC 2005 special session on real-parameter optimization," Nanyang Technological University, Singapore, Tech. Rep., and IIT Kanpur, Kanpur, India, KanGAL Rep. No. 2 005 005, 2005.
    • (2005) Tech. Rep. , vol.2 , pp. 005
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.-P.5    Auger, A.6    Tiwari, S.7
  • 27
    • 78649859986 scopus 로고    scopus 로고
    • Randomized blocks, Latin squares, and related designs
    • 5th ed. New York: Wiley ch. 4
    • D. C. Montgomery, "Randomized blocks, Latin squares, and related designs," in Design and Analysis of Experiments, 5th ed. New York: Wiley, 2001, ch. 4, pp. 144-150.
    • (2001) Design and Analysis of Experiments , pp. 144-150
    • Montgomery, D.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.