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Volumn 14, Issue 1, 2010, Pages 49-69

An investigation on niching multiple species based on population replacement strategies for multimodal functions optimization

Author keywords

Clearing procedure; Crowding with nearest neighbors replacement; Genetic algorithms; Hierarchical fair competition; Multimodal functions optimization; Niching strategy; Population replacement; Species conservation; Species conserving technique

Indexed keywords

CLEARING PROCEDURE; CROWDING WITH NEAREST NEIGHBORS REPLACEMENT; HIERARCHICAL FAIR COMPETITION; MULTIMODAL FUNCTIONS OPTIMIZATION; NICHING STRATEGY; POPULATION REPLACEMENT; SPECIES CONSERVATION; SPECIES CONSERVING TECHNIQUE;

EID: 69249232144     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-008-0389-6     Document Type: Article
Times cited : (9)

References (39)
  • 2
    • 35248893043 scopus 로고    scopus 로고
    • Real-parameter genetic algorithms for finding multiple optimal solutions in multi-modal optimization
    • In: Erick Cantú-Paz et al (eds) Lecture Notes in Computer Science 2, Springer, Berlin
    • Ballester P, Carter J (2003) Real-parameter genetic algorithms for finding multiple optimal solutions in multi-modal optimization. In: Erick Cantú-Paz et al (eds) Proceedings of the 2003 genetic and evolutionary computation conference (GECCO 2003), Lecture Notes in Computer Science 2, Springer, Berlin, pp 706-717
    • (2003) Proceedings of the 2003 Genetic and Evolutionary Computation Conference (GECCO 2003) , pp. 706-717
    • Ballester, P.1    Carter, J.2
  • 3
    • 0000401181 scopus 로고
    • A sequential niche technique for multimodal function optimization
    • Beasley D, Bull DR, Martin RR (1993) A sequential niche technique for multimodal function optimization. Evolut Comput 1(2):10-125
    • (1993) Evolut Comput , vol.1 , Issue.2 , pp. 10-125
    • Beasley, D.1    Bull, D.R.2    Martin, R.R.3
  • 5
    • 0008526550 scopus 로고    scopus 로고
    • Analysis of speciation and niching in multi-niche crowding genetic algorithms
    • Cedeño W, Vemuri V (1999) Analysis of speciation and niching in multi-niche crowding genetic algorithms. Theor Comput Sci 229(1-2):177-197
    • (1999) Theor Comput Sci , vol.229 , Issue.1-2 , pp. 177-197
    • Cedeño, W.1    Vemuri, V.2
  • 6
    • 11844291975 scopus 로고    scopus 로고
    • On the role of population size and niche radius in fitness sharing
    • Cioppa AD, De Stefano C, Marcelli A (2004) On the role of population size and niche radius in fitness sharing. IEEE Trans Evolut Comput 8(6):580-592
    • (2004) IEEE Trans Evolut Comput , vol.8 , Issue.6 , pp. 580-592
    • Cioppa, A.D.1    De Stefano, C.2    Marcelli, A.3
  • 9
    • 0000308566 scopus 로고
    • Real coded genetic algorithms and interval schemata
    • In: Whitley LD (ed) Morgan Kaufmann, San Mateo
    • Eshelman LJ, Shaffer JD (1993) Real coded genetic algorithms and interval schemata. In: Whitley LD (ed) Foundations of genetic algorithms II. Morgan Kaufmann, San Mateo, pp 187-202
    • (1993) Foundations of Genetic Algorithms II , pp. 187-202
    • Eshelman, L.J.1    Shaffer, J.D.2
  • 10
    • 0034869627 scopus 로고    scopus 로고
    • Dynamic niche clustering: A fuzzy variable radius niching technique for multimodal optimization in GAs
    • In: 27-30 May 2001
    • Gan J, Warwick K (2001) Dynamic niche clustering: A fuzzy variable radius niching technique for multimodal optimization in GAs. In: Proceedings of the 2001 Congress on Evolutionary Computation (CEC 2001), vol 1. 27-30 May 2001, pp 215-222
    • (2001) Proceedings of the 2001 Congress on Evolutionary Computation (CEC 2001) , vol.1 , pp. 215-222
    • Gan, J.1    Warwick, K.2
  • 13
    • 0000129072 scopus 로고
    • Messy genetic algorithms revisited: Studies in mixed size and scale
    • Goldberg DE, Deb K, Korb B (1990) Messy genetic algorithms revisited: studies in mixed size and scale. Complex Syst 4(4):415-444
    • (1990) Complex Syst , vol.4 , Issue.4 , pp. 415-444
    • Goldberg, D.E.1    Deb, K.2    Korb, B.3
  • 14
    • 0005350266 scopus 로고
    • Massive multimodality, deception, and genetic algorithms
    • (Also IlliGAL Report No. 92007)
    • Goldberg DE, Deb K, Horn J (1992) Massive multimodality, deception, and genetic algorithms. Parallel Problem Solving from Nature, 2, pp 37-46. (Also IlliGAL Report No. 92007)
    • (1992) Parallel Problem Solving from Nature , vol.2 , pp. 37-46
    • Goldberg, D.E.1    Deb, K.2    Horn, J.3
  • 15
    • 25144467933 scopus 로고    scopus 로고
    • An automated hybrid genetic-conjugate gradient algorithm for multimodal optimization problems
    • Gudla PK, Ganguli R (2005) An automated hybrid genetic-conjugate gradient algorithm for multimodal optimization problems. Applied Mathematics and Computation 167(2):1457-1474
    • (2005) Applied Mathematics and Computation , vol.167 , Issue.2 , pp. 1457-1474
    • Gudla, P.K.1    Ganguli, R.2
  • 17
    • 0037338399 scopus 로고    scopus 로고
    • A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study
    • Herrera F, Lozano M, Sánchez AM (2003) A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study. Int J Intell Syst 18(3):309-338
    • (2003) Int J Intell Syst , vol.18 , Issue.3 , pp. 309-338
    • Herrera, F.1    Lozano, M.2    Sánchez, A.M.3
  • 19
    • 0003736783 scopus 로고    scopus 로고
    • The Nature of niching: Genetic algorithms and the evolution of optimal, cooperative populations
    • Dissertation, University of Illinois at Urbana-Champaign, Urbana, IL61801. (Also IlliGAL Report No. 97008)
    • Horn J (1997) The Nature of niching: Genetic algorithms and the evolution of optimal, cooperative populations. Dissertation, University of Illinois at Urbana-Champaign, Urbana, IL61801. (Also IlliGAL Report No. 97008)
    • (1997)
    • Horn, J.1
  • 20
    • 35048864846 scopus 로고    scopus 로고
    • Robust and efficient genetic algorithms with hierarchical niching and sustainable evolutionary computation model
    • In: Deb K et al (eds) Seattle, Washington, USA, June 2004; Part 1, Lecture Notes in Computer Science, 3,102, Springer, Berlin
    • Hu J, Goodman E (2004) Robust and efficient genetic algorithms with hierarchical niching and sustainable evolutionary computation model. In: Deb K et al (eds) Proceedings of genetic and evolutionary computation conference (GECCO 2004), Seattle, Washington, USA, June 2004; Part 1, Lecture Notes in Computer Science, vol 3,102, Springer, Berlin, pp 1220-1232
    • (2004) Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2004) , pp. 1220-1232
    • Hu, J.1    Goodman, E.2
  • 21
    • 21244498631 scopus 로고    scopus 로고
    • The hierarchical fair competition (HFC) framework for sustainable evolutionary algorithms
    • Hu J, Goodman ED, Seo K, Fan Z, Rosenberg R (2005) The hierarchical fair competition (HFC) framework for sustainable evolutionary algorithms. Evolut Comput 13(2):241-277
    • (2005) Evolut Comput , vol.13 , Issue.2 , pp. 241-277
    • Hu, J.1    Goodman, E.D.2    Seo, K.3    Fan, Z.4    Rosenberg, R.5
  • 22
    • 33645752581 scopus 로고    scopus 로고
    • Multi-species particle swarm optimizer for multimodal function optimization
    • Iwamatsu M (2006) Multi-species particle swarm optimizer for multimodal function optimization. IEICE Trans Inf Syst E89-D(3):1181-1187
    • (2006) IEICE Trans Inf Syst , vol.E89-D , Issue.3 , pp. 1181-1187
    • Iwamatsu, M.1
  • 23
    • 0035335848 scopus 로고    scopus 로고
    • UEGO, an abstract clustering technique for multimodal global optimization
    • Jelasity M, Ortigosa PM, Garcia I (2001) UEGO, an abstract clustering technique for multimodal global optimization. J Heuristics 7(3):215-233
    • (2001) J Heuristics , vol.7 , Issue.3 , pp. 215-233
    • Jelasity, M.1    Ortigosa, P.M.2    Garcia, I.3
  • 24
    • 0033121698 scopus 로고    scopus 로고
    • Niching genetic algorithm with restricted competition selection for multimodal function optimization
    • Lee C-G, Cho D-H, Jung H-K (1999) Niching genetic algorithm with restricted competition selection for multimodal function optimization. IEEE Transactions on Magnetics 35(3), Part 1, pp 1722-1725
    • (1999) IEEE Transactions on Magnetics , vol.35 , Issue.3 PART 1 , pp. 1722-1725
    • Lee, C.-G.1    Cho, D.-H.2    Jung, H.-K.3
  • 26
    • 42149178705 scopus 로고    scopus 로고
    • Crowding with nearest neighbors replacement for multiple species niching and building blocks preservation in binary multimodal functions optimization
    • Li M, Kou J (2008) Crowding with nearest neighbors replacement for multiple species niching and building blocks preservation in binary multimodal functions optimization. J Heuristics 14(3):243-270
    • (2008) J Heuristics , vol.14 , Issue.3 , pp. 243-270
    • Li, M.1    Kou, J.2
  • 27
    • 0036715627 scopus 로고    scopus 로고
    • A species conserving genetic algorithm for multimodal function optimization
    • Li J-P, Balazs ME, Parks GT, Clarkson PJ (2002) A species conserving genetic algorithm for multimodal function optimization. Evolut Comput 10(3):207-234
    • (2002) Evolut Comput , vol.10 , Issue.3 , pp. 207-234
    • Li, J.-P.1    Balazs, M.E.2    Parks, G.T.3    Clarkson, P.J.4
  • 28
    • 0031700534 scopus 로고    scopus 로고
    • Cluster identification techniques in genetic algorithms for multimodal optimization
    • 10
    • Lin C-Y, Yang Y-J (1998) Cluster identification techniques in genetic algorithms for multimodal optimization. Comput Aided Civil Infrastruct Eng 13(1):53-62(10)
    • (1998) Comput Aided Civil Infrastruct Eng , vol.13 , Issue.1 , pp. 53-62
    • Lin, C.-Y.1    Yang, Y.-J.2
  • 29
    • 0003679582 scopus 로고
    • Niching methods for genetic algorithms
    • Dissertation, University of Illinois at Urbana-Champaign, Urbana, IL61801 (Also IlliGAL Report No. 95001)
    • Mahfoud SW (1995) Niching methods for genetic algorithms. Dissertation, University of Illinois at Urbana-Champaign, Urbana, IL61801 (Also IlliGAL Report No. 95001)
    • (1995)
    • Mahfoud, S.W.1
  • 30
    • 84947913801 scopus 로고    scopus 로고
    • Genetic algorithms, clustering, and the breaking of symmetry
    • In: Springer, Berlin (Also IlliGAL Report No. 2000013)
    • Pelikan M, Goldberg DE (2000) Genetic algorithms, clustering, and the breaking of symmetry. In: Proceedings of parallel problem solving from Nature VI, Springer, Berlin, pp 385-394 (Also IlliGAL Report No. 2000013)
    • (2000) Proceedings of Parallel Problem Solving from Nature VI , pp. 385-394
    • Pelikan, M.1    Goldberg, D.E.2
  • 31
    • 15544385794 scopus 로고    scopus 로고
    • Globally multimodal problem optimization via an estimation of distribution algorithm based on unsupervised learning of Bayesian networks
    • Peña JM, Lozano JA, Larrañaga P (2005) Globally multimodal problem optimization via an estimation of distribution algorithm based on unsupervised learning of Bayesian networks. Evolut Comput 13(1):43-66
    • (2005) Evolut Comput , vol.13 , Issue.1 , pp. 43-66
    • Peña, J.M.1    Lozano, J.A.2    Larrañaga, P.3
  • 34
    • 0032155883 scopus 로고    scopus 로고
    • Fitness sharing and niching methods revisited
    • Sareni B, Krähenbühl L (1998) Fitness sharing and niching methods revisited. IEEE Trans Evolut Comput 2(3):97-106
    • (1998) IEEE Trans Evolut Comput , vol.2 , Issue.3 , pp. 97-106
    • Sareni, B.1    Krähenbühl, L.2
  • 36
    • 0036535191 scopus 로고    scopus 로고
    • A multipopulation genetic algorithm aimed at multimodal optimization
    • Siarry P, Pétrowski A, Bessaou M (2002) A multipopulation genetic algorithm aimed at multimodal optimization. Adv Eng Softw 33(4):207-213
    • (2002) Adv Eng Softw , vol.33 , Issue.4 , pp. 207-213
    • Siarry, P.1    Pétrowski, A.2    Bessaou, M.3
  • 38
    • 0002130084 scopus 로고
    • A fast algorithm with sharing scheme using cluster analysis methods in multimodal function optimization
    • In: Albrecht RF, Reeves CR, Steel NC (eds) Springer, Berlin
    • Yin X, Germany N (1993) A fast algorithm with sharing scheme using cluster analysis methods in multimodal function optimization. In: Albrecht RF, Reeves CR, Steel NC (eds) Proceedings of the international conference on artificial neural nets and genetic algorithms. Springer, Berlin, pp 450-457
    • (1993) Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms , pp. 450-457
    • Yin, X.1    Germany, N.2
  • 39
    • 21844433429 scopus 로고    scopus 로고
    • On building a principled framework for evaluating and testing evolutionary algorithms: A continuous landscape generator
    • In: Sarkar R et al (ed) 8-12 Dec 2003
    • Yuan B, Gallagher M (2003) On building a principled framework for evaluating and testing evolutionary algorithms: A continuous landscape generator. In: Sarkar R et al (ed) Proceedings of the 2003 congress on evolutionary computation (CEC 2003), vol 1, 8-12 Dec 2003, pp 451-458
    • (2003) Proceedings of the 2003 Congress on Evolutionary Computation (CEC 2003) , vol.1 , pp. 451-458
    • Yuan, B.1    Gallagher, M.2


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