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Volumn 23, Issue 4, 2010, Pages 495-504

Predication based immune network for multimodal function optimization

Author keywords

Artificial immune network; Immune predication; Multimodal function optimization; Natural computing; Predication based immune network

Indexed keywords

AFFINITY MATURATION; ALGORITHM STABILITY; ARTIFICIAL IMMUNE NETWORKS; BENCH-MARK PROBLEMS; CLONAL SELECTION; CONVERGENCE SPEED; GLOBAL SEARCH; HIGH AFFINITY; IMMUNE MEMORY; IMMUNE NETWORK; IMMUNE SYSTEMS; LOCAL SEARCH; MEMORY CELL; MULTIMODAL FUNCTION OPTIMIZATION; NATURAL COMPUTING; NATURAL PHENOMENA; OPT-AINET; REGULATION MECHANISMS; SEARCH PERFORMANCE; SOLUTION QUALITY;

EID: 77950520526     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2010.01.006     Document Type: Article
Times cited : (22)

References (40)
  • 1
    • 62949125040 scopus 로고    scopus 로고
    • GEM: a novel evolutionary optimization method with improved neighborhood search
    • Ahrari A., Shariat Panahi M., and Atai A.A. GEM: a novel evolutionary optimization method with improved neighborhood search. Applied Mathematics and Computation 210 2 (2009) 376-386
    • (2009) Applied Mathematics and Computation , vol.210 , Issue.2 , pp. 376-386
    • Ahrari, A.1    Shariat Panahi, M.2    Atai, A.A.3
  • 3
    • 53749099091 scopus 로고    scopus 로고
    • Particle swarm optimization with adaptive population size and its application
    • Chen D.B., and Zhao C.X. Particle swarm optimization with adaptive population size and its application. Applied Soft Computing 9 1 (2009) 39-48
    • (2009) Applied Soft Computing , vol.9 , Issue.1 , pp. 39-48
    • Chen, D.B.1    Zhao, C.X.2
  • 4
    • 0000401181 scopus 로고
    • A sequential niche technique for multimodal function optimization
    • David B., David R.B., and Ralph R.M. A sequential niche technique for multimodal function optimization. Evolutionary Computation 1 2 (1993) 101-125
    • (1993) Evolutionary Computation , vol.1 , Issue.2 , pp. 101-125
    • David, B.1    David, R.B.2    Ralph, R.M.3
  • 5
    • 33847773326 scopus 로고    scopus 로고
    • Fundamentals of natural computing: an overview
    • De Castro L.N. Fundamentals of natural computing: an overview. Physics of Life Reviews 4 1 (2007) 1-36
    • (2007) Physics of Life Reviews , vol.4 , Issue.1 , pp. 1-36
    • De Castro, L.N.1
  • 9
    • 33645162358 scopus 로고    scopus 로고
    • A self-adaptive niching genetic algorithm for multimodal optimization of electromagnetic devices
    • Dilettoso E., and Salerno N. A self-adaptive niching genetic algorithm for multimodal optimization of electromagnetic devices. IEEE Transactions on Magnetics 42 4 (2006) 1203-1206
    • (2006) IEEE Transactions on Magnetics , vol.42 , Issue.4 , pp. 1203-1206
    • Dilettoso, E.1    Salerno, N.2
  • 11
    • 0346978554 scopus 로고
    • A hybrid algorithm for finding the kth smallest of n elements in O(n) time
    • Fischetti M., and Martello S. A hybrid algorithm for finding the kth smallest of n elements in O(n) time. Annals of Operations Research 13 1 (1988) 401-419
    • (1988) Annals of Operations Research , vol.13 , Issue.1 , pp. 401-419
    • Fischetti, M.1    Martello, S.2
  • 14
    • 25144467933 scopus 로고    scopus 로고
    • An automated hybrid genetic-conjugate gradient algorithm for multimodal optimization problems
    • Gudla P.K., and Ganguli R. An automated hybrid genetic-conjugate gradient algorithm for multimodal optimization problems. Applied Mathematics and Computation 167 2 (2005) 1457-1474
    • (2005) Applied Mathematics and Computation , vol.167 , Issue.2 , pp. 1457-1474
    • Gudla, P.K.1    Ganguli, R.2
  • 15
    • 34548500577 scopus 로고    scopus 로고
    • Application areas of AIS: the past, the present and the future
    • Hart E., and Timmis J. Application areas of AIS: the past, the present and the future. Applied Soft Computing 8 1 (2008) 191-201
    • (2008) Applied Soft Computing , vol.8 , Issue.1 , pp. 191-201
    • Hart, E.1    Timmis, J.2
  • 16
    • 33947656461 scopus 로고    scopus 로고
    • An improved pso method with application to multimodal functions of inverse problems
    • Ho S.L., Yang S.Y., Ni G.Z., et al. An improved pso method with application to multimodal functions of inverse problems. IEEE Transactions on Magnetics 43 4 (2007) 1597-1600
    • (2007) IEEE Transactions on Magnetics , vol.43 , Issue.4 , pp. 1597-1600
    • Ho, S.L.1    Yang, S.Y.2    Ni, G.Z.3
  • 18
    • 2342464330 scopus 로고    scopus 로고
    • A novel algorithm for multimodal function optimization based on evolution strategy
    • Im C.H., Kim H.K., Jung H.K., et al. A novel algorithm for multimodal function optimization based on evolution strategy. IEEE Transactions on Magnetics 40 2 (2004) 1224-1227
    • (2004) IEEE Transactions on Magnetics , vol.40 , Issue.2 , pp. 1224-1227
    • Im, C.H.1    Kim, H.K.2    Jung, H.K.3
  • 20
    • 0036493790 scopus 로고    scopus 로고
    • Niching genetic algorithm adopting restricted competition selection combined with pattern search method
    • Kim J.K., Cho D.H., Jung H.K., et al. Niching genetic algorithm adopting restricted competition selection combined with pattern search method. IEEE Transactions on Magnetics 38 2 (2002) 1001-1004
    • (2002) IEEE Transactions on Magnetics , vol.38 , Issue.2 , pp. 1001-1004
    • Kim, J.K.1    Cho, D.H.2    Jung, H.K.3
  • 21
    • 0037203880 scopus 로고    scopus 로고
    • Inspired by immunity
    • Klarreich E. Inspired by immunity. Nature 415 31 (2002) 468-470
    • (2002) Nature , vol.415 , Issue.31 , pp. 468-470
    • Klarreich, E.1
  • 22
    • 0033121698 scopus 로고    scopus 로고
    • Niching genetic algorithm with restricted competition selection for multimodal function optimization
    • Lee C.G., Cho D.H., and Jung. H.K. Niching genetic algorithm with restricted competition selection for multimodal function optimization. IEEE Transactions on Magnetics 35 3 (1999) 1722-1725
    • (1999) IEEE Transactions on Magnetics , vol.35 , Issue.3 , pp. 1722-1725
    • Lee, C.G.1    Cho, D.H.2    Jung., H.K.3
  • 24
    • 0036715627 scopus 로고    scopus 로고
    • A species conserving genetic algorithm for multimodal function optimization
    • Li J.P., Marton E.B., Geoffrey T.P., et al. A species conserving genetic algorithm for multimodal function optimization. Evolutionary Computation 10 3 (2002) 207-234
    • (2002) Evolutionary Computation , vol.10 , Issue.3 , pp. 207-234
    • Li, J.P.1    Marton, E.B.2    Geoffrey, T.P.3
  • 25
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
    • Liang J., Qin A.K., Suganthan P.N., et al. Comprehensive learning particle swarm optimizer for global optimization of multimodal functions. IEEE Transactions on Evolutionary Computation 10 3 (2006) 281-295
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.3 , pp. 281-295
    • Liang, J.1    Qin, A.K.2    Suganthan, P.N.3
  • 26
    • 34548475770 scopus 로고    scopus 로고
    • Crowding clustering genetic algorithm for multimodal function optimization
    • Ling Q., Wu G., Yang Z.Y., et al. Crowding clustering genetic algorithm for multimodal function optimization. Applied Soft Computing 8 1 (2008) 88-95
    • (2008) Applied Soft Computing , vol.8 , Issue.1 , pp. 88-95
    • Ling, Q.1    Wu, G.2    Yang, Z.Y.3
  • 27
    • 55749116320 scopus 로고    scopus 로고
    • A cooperative artificial immune network with particle swarm behavior for multimodal function optimization
    • Liu, L., Xu. W.B. A cooperative artificial immune network with particle swarm behavior for multimodal function optimization. In: IEEE Congress on Evolutionary Computation, 2008, pp. 1550-1555.
    • (2008) IEEE Congress on Evolutionary Computation , pp. 1550-1555
    • Liu, L.1    Xu, W.B.2
  • 29
    • 0003679582 scopus 로고
    • Ph.D. dissertion, Illinois Genetic Algorithm Laboratory, University of Illinois, Urbana, IL
    • Mahfoud, S.W. Niching methods for genetic algorithms. Ph.D. dissertion, Illinois Genetic Algorithm Laboratory, University of Illinois, Urbana, IL, 1995.
    • (1995) Niching methods for genetic algorithms
    • Mahfoud, S.W.1
  • 31
    • 33747430130 scopus 로고    scopus 로고
    • Locating and tracking multiple dynamic optima by a particle swarm model using speciation
    • Parrott D., and Li X.D. Locating and tracking multiple dynamic optima by a particle swarm model using speciation. IEEE Transactions on Evolutionary Computation 10 4 (2006) 440-458
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.4 , pp. 440-458
    • Parrott, D.1    Li, X.D.2
  • 32
    • 0004919333 scopus 로고    scopus 로고
    • Agenetic algorithm with tabu list and sharing scheme for optimal design of electrical machines
    • Qi H. Agenetic algorithm with tabu list and sharing scheme for optimal design of electrical machines. Electric Power Components and Systems 27 5 (1999) 543-552
    • (1999) Electric Power Components and Systems , vol.27 , Issue.5 , pp. 543-552
    • Qi, H.1
  • 34
    • 33645158620 scopus 로고    scopus 로고
    • Multimodal function optimization based on particle swarm optimization
    • Seo J.H., Im C.H., Heo C.G., et al. Multimodal function optimization based on particle swarm optimization. IEEE Transactions on Magnetics. 42 4 (2006) 1095-1098
    • (2006) IEEE Transactions on Magnetics. , vol.42 , Issue.4 , pp. 1095-1098
    • Seo, J.H.1    Im, C.H.2    Heo, C.G.3
  • 35
    • 44049088240 scopus 로고    scopus 로고
    • An improved particle swarm optimization algorithm mimicking territorial dispute between groups for multimodal function optimization problems
    • Seo J.H., Im C.H., Kwak S.Y., et al. An improved particle swarm optimization algorithm mimicking territorial dispute between groups for multimodal function optimization problems. IEEE Transactions on Magnetics 44 6 (2008) 1046-1049
    • (2008) IEEE Transactions on Magnetics , vol.44 , Issue.6 , pp. 1046-1049
    • Seo, J.H.1    Im, C.H.2    Kwak, S.Y.3
  • 37
    • 47949126201 scopus 로고    scopus 로고
    • Theoretical advances in artificial immune systems
    • Timmis J., Hone A., Stibor T., et al. Theoretical advances in artificial immune systems. Theoretical Computer Science 403 1 (2008) 11-32
    • (2008) Theoretical Computer Science , vol.403 , Issue.1 , pp. 11-32
    • Timmis, J.1    Hone, A.2    Stibor, T.3
  • 38
    • 43049178386 scopus 로고    scopus 로고
    • GenMin: an enhanced genetic algorithm for global optimization
    • Tsoulos I.G., and Lagaris I.E. GenMin: an enhanced genetic algorithm for global optimization. Computer Physics Communications 178 11 (2008) 843-851
    • (2008) Computer Physics Communications , vol.178 , Issue.11 , pp. 843-851
    • Tsoulos, I.G.1    Lagaris, I.E.2
  • 39
    • 9544245808 scopus 로고    scopus 로고
    • A niche hybrid genetic algorithm for global optimization of continuous multimodal functions
    • Wei L.Y., and Zhao M. A niche hybrid genetic algorithm for global optimization of continuous multimodal functions. Applied Mathematics and Computation 160 3 (2005) 649-661
    • (2005) Applied Mathematics and Computation , vol.160 , Issue.3 , pp. 649-661
    • Wei, L.Y.1    Zhao, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.