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Volumn 194, Issue , 2012, Pages 138-170

Evolutionary multimodal optimization using the principle of locality

Author keywords

Crowding differential evolution; Evolutionary Computation; Multimodal optimization; Niching; Optimization; Spatial locality; Temporal locality

Indexed keywords

DIFFERENTIAL EVOLUTION; MULTI-MODAL OPTIMIZATION; NICHING; SPATIAL LOCALITY; TEMPORAL LOCALITY;

EID: 84862782212     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.12.016     Document Type: Article
Times cited : (64)

References (67)
  • 2
    • 0035812694 scopus 로고    scopus 로고
    • Protein structure prediction and structural genomics
    • DOI 10.1126/science.1065659
    • D. Baker, and A. Sali Protein structure prediction and structural genomics Science 294 2001 93 96 (Pubitemid 32952955)
    • (2001) Science , vol.294 , Issue.5540 , pp. 93-96
    • Baker, D.1    Sali, A.2
  • 3
    • 0000401181 scopus 로고
    • A sequential niche technique for multimodal function optimization
    • D. Beasley, D.R. Bull, and R.R. Martin A sequential niche technique for multimodal function optimization Evolutionary Computation 1 1993 101 125
    • (1993) Evolutionary Computation , vol.1 , pp. 101-125
    • Beasley, D.1    Bull, D.R.2    Martin, R.R.3
  • 8
    • 33947230224 scopus 로고    scopus 로고
    • An immune algorithm for protein structure prediction on lattice models
    • DOI 10.1109/TEVC.2006.880328
    • V. Cutello, G. Nicosia, M. Pavone, and J. Timmis An immune algorithm for protein structure prediction on lattice models IEEE Transactions on Evolutionary Computation 11 2007 101 117 (Pubitemid 46421671)
    • (2007) IEEE Transactions on Evolutionary Computation , vol.11 , Issue.1 , pp. 101-117
    • Cutello, V.1    Nicosia, G.2    Pavone, M.3    Timmis, J.4
  • 9
    • 21644435461 scopus 로고    scopus 로고
    • The locality principle
    • DOI 10.1145/1070838.1070856
    • P.J. Denning The locality principle Communications of the ACM 48 2005 19 24 (Pubitemid 40926361)
    • (2005) Communications of the ACM , vol.48 , Issue.7 , pp. 19-24
    • Denning, P.J.1
  • 10
    • 79959403569 scopus 로고    scopus 로고
    • Automatic identification of the niche radius using spatially-structured clearing methods
    • G. Dick, Automatic identification of the niche radius using spatially-structured clearing methods, in: 2010 IEEE Congress on Evolutionary Computation (CEC), pp. 1-8.
    • 2010 IEEE Congress on Evolutionary Computation (CEC) , pp. 1-8
    • Dick, G.1
  • 11
    • 0022423920 scopus 로고
    • Theory for the folding and stability of globular proteins
    • K.A. Dill Theory for the folding and stability of globular proteins Biochemistry 24 1985 1501 1509
    • (1985) Biochemistry , vol.24 , pp. 1501-1509
    • Dill, K.A.1
  • 14
    • 0003722376 scopus 로고
    • Optimization and Machine Learning Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA
    • D.E. Goldberg Genetic Algorithms in Search Optimization and Machine Learning 1989 Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA
    • (1989) Genetic Algorithms in Search
    • Goldberg, D.E.1
  • 16
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • N. Hansen, and A. Ostermeier Completely derandomized self-adaptation in evolution strategies Evolutionary Computation 9 2001 159 195
    • (2001) Evolutionary Computation , vol.9 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 18
    • 55749093721 scopus 로고    scopus 로고
    • A novel intelligent particle optimizer for global optimization of multimodal functions
    • DOI 10.1109/CEC.2007.4424892, 4424892, 2007 IEEE Congress on Evolutionary Computation, CEC 2007
    • Z. Ji, H. Liao, Y. Wang, Q. Wu, A novel intelligent particle optimizer for global optimization of multimodal functions, in: CEC 2007. IEEE Congress on Evolutionary Computation, 2007, pp. 3272-3275. (Pubitemid 351371819)
    • (2008) 2007 IEEE Congress on Evolutionary Computation, CEC 2007 , pp. 3272-3275
    • Ji, Z.1    Liao, H.2    Wang, Y.3    Wu, Q.H.4
  • 19
    • 0036808455 scopus 로고    scopus 로고
    • A framework for evolutionary optimization with approximate fitness functions
    • DOI 10.1109/TEVC.2002.800884
    • Y. Jin, M. Olhofer, and B. Sendhoff A framework for evolutionary optimization with approximate fitness functions IEEE Transactions on Evolutionary Computation 6 2002 481 494 (Pubitemid 35327564)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.5 , pp. 481-494
    • Jin, Y.1    Olhofer, M.2    Sendhoff, B.3
  • 23
    • 79960560056 scopus 로고    scopus 로고
    • Adaptive fuzzy particle swarm optimization for global optimization of multimodal functions
    • (Special Issue on Interpretable Fuzzy Systems)
    • Y.T. Juang, S.L. Tung, and H.C. Chiu Adaptive fuzzy particle swarm optimization for global optimization of multimodal functions Information Sciences 181 2011 4539 4549 (Special Issue on Interpretable Fuzzy Systems)
    • (2011) Information Sciences , vol.181 , pp. 4539-4549
    • Juang, Y.T.1    Tung, S.L.2    Chiu, H.C.3
  • 27
    • 0038714680 scopus 로고    scopus 로고
    • Mechanical engineering design optimization by differential evolution
    • J. Lampinen, and I. Zelinka Mechanical engineering design optimization by differential evolution New Ideas in Optimization 1999 127 146
    • (1999) New Ideas in Optimization , pp. 127-146
    • Lampinen, J.1    Zelinka, I.2
  • 28
    • 35248895931 scopus 로고    scopus 로고
    • Adaptive elitist-population based genetic algorithm for multimodal function optimization
    • Springer-Verlag
    • K.S. Leung, Y. Liang, Adaptive elitist-population based genetic algorithm for multimodal function optimization, in: GECCO 2003, LNCS, vol. 2723, Springer-Verlag, 2003, pp. 1160-1171.
    • (2003) GECCO 2003, LNCS , vol.2723 , pp. 1160-1171
    • Leung, K.S.1    Liang, Y.2
  • 29
    • 0029772552 scopus 로고    scopus 로고
    • Emergence of preferred structures in a simple model of protein folding
    • H. Li, R. Helling, C. Tang, and N. Wingreen Emergence of preferred structures in a simple model of protein folding Science 273 1996 666 669 (Pubitemid 26262124)
    • (1996) Science , vol.273 , Issue.5275 , pp. 666-669
    • Li, H.1    Helling, R.2    Tang, C.3    Wingreen, N.4
  • 30
    • 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 Evolutionary Computation 10 2002 207 234
    • (2002) Evolutionary Computation , vol.10 , pp. 207-234
    • Li, J.P.1    Balazs, M.E.2    Parks, G.T.3    Clarkson, P.J.4
  • 31
    • 32444435021 scopus 로고    scopus 로고
    • Efficient differential evolution using speciation for multimodal function optimization
    • GECCO 2005 - Genetic and Evolutionary Computation Conference
    • X. Li, Efficient differential evolution using speciation for multimodal function optimization, in: GECCO '05: Proceedings of the 2005 Conference on Genetic and Evolutionary Computation, ACM, New York, NY, USA, 2005, pp. 873-880. (Pubitemid 43226388)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 873-880
    • Li, X.1
  • 32
    • 76149127651 scopus 로고    scopus 로고
    • Niching without niching parameters: Particle swarm optimization using a ring topology
    • X. Li Niching without niching parameters: particle swarm optimization using a ring topology IEEE Transactions on Evolutionary Computation 14 2010 150 169
    • (2010) IEEE Transactions on Evolutionary Computation , vol.14 , pp. 150-169
    • Li, X.1
  • 34
    • 80055054640 scopus 로고    scopus 로고
    • Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima
    • L. Liu, S. Yang, and D. Wang Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima Information Sciences 182 2012 139 155
    • (2012) Information Sciences , vol.182 , pp. 139-155
    • Liu, L.1    Yang, S.2    Wang, D.3
  • 35
  • 39
    • 0030212622 scopus 로고    scopus 로고
    • Multimodal searching technique based on learning automata with continuous input and changing number of actions
    • PII S1083441996039398
    • K. Najim, and A. Poznyak Multimodal searching technique based on learning automata with continuous input and changing number of actions IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 26 1996 666 673 (Pubitemid 126780608)
    • (1996) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.26 , Issue.4 , pp. 666-673
    • Najim, K.1    Poznyak, A.S.2
  • 40
    • 0029310338 scopus 로고
    • Aspheric wave-front recording optics for holographic gratings
    • T. Namioka, and M. Koike Aspheric wave-front recording optics for holographic gratings Applied Optics 34 1995 2180 2186
    • (1995) Applied Optics , vol.34 , pp. 2180-2186
    • Namioka, T.1    Koike, M.2
  • 42
    • 0037394089 scopus 로고    scopus 로고
    • Evolutionary optimization of computationally expensive problems via surrogate modeling
    • Y.S. Ong, P.B. Nair, and A.J. Keane Evolutionary optimization of computationally expensive problems via surrogate modeling AIAA Journal 41 2003 687 696
    • (2003) AIAA Journal , vol.41 , pp. 687-696
    • Ong, Y.S.1    Nair, P.B.2    Keane, A.J.3
  • 45
    • 27144467054 scopus 로고    scopus 로고
    • Restricted evolution based multimodal function optimization in holographic grating design
    • 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings
    • L. Qing, W. Gang, W. Qiuping, Restricted evolution based multimodal function optimization in holographic grating design, in: The 2005 IEEE Congress on Evolutionary Computation, 2005, vol. 1, Edinburgh, Scotland, pp. 789-794. (Pubitemid 41495931)
    • (2005) 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings , vol.1 , pp. 789-794
    • Qing, L.1    Gang, W.2    Qiuping, W.3
  • 46
    • 34548475770 scopus 로고    scopus 로고
    • Crowding clustering genetic algorithm for multimodal function optimization
    • DOI 10.1016/j.asoc.2006.10.014, PII S1568494606000846
    • L. Qing, W. Gang, Y. Zaiyue, and W. Qiuping Crowding clustering genetic algorithm for multimodal function optimization Applied Soft Computing 8 2008 88 95 (Pubitemid 47374547)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 88-95
    • Qing, L.1    Gang, W.2    Zaiyue, Y.3    Qiuping, W.4
  • 47
    • 79959424093 scopus 로고    scopus 로고
    • Novel multimodal problems and differential evolution with ensemble of restricted tournament selection
    • B.Y. Qu, P. Suganthan, Novel multimodal problems and differential evolution with ensemble of restricted tournament selection, in: 2010 IEEE Congress on Evolutionary Computation (CEC), pp. 1-7.
    • 2010 IEEE Congress on Evolutionary Computation (CEC) , pp. 1-7
    • Qu, B.Y.1    Suganthan, P.2
  • 48
    • 0024699104 scopus 로고
    • Process decomposition through locality of reference
    • A. Rogers, and K. Pingali Process decomposition through locality of reference SIGPLAN Notices 24 1989 69 80
    • (1989) SIGPLAN Notices , vol.24 , pp. 69-80
    • Rogers, A.1    Pingali, K.2
  • 51
    • 33646079403 scopus 로고    scopus 로고
    • A note on the extended Rosenbrock function
    • Y.W. Shang, and Y.H. Qiu A note on the extended Rosenbrock function Evolutionary Computation 14 2006 119 126
    • (2006) Evolutionary Computation , vol.14 , pp. 119-126
    • Shang, Y.W.1    Qiu, Y.H.2
  • 53
    • 77749258885 scopus 로고    scopus 로고
    • Adaptive niche radii and niche shapes approaches for niching with the cma-es
    • O.M. Shir, M. Emmerich, and T. Bäck Adaptive niche radii and niche shapes approaches for niching with the cma-es Evolutionary Computations 18 2010 97 126
    • (2010) Evolutionary Computations , vol.18 , pp. 97-126
    • Shir, O.M.1    Emmerich, M.2    Bäck, T.3
  • 54
    • 33750250373 scopus 로고    scopus 로고
    • Comparison of multi-modal optimization algorithms based on evolutionary algorithms
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • G. Singh, D. Kalyanmoy Deb, Comparison of multi-modal optimization algorithms based on evolutionary algorithms, in: GECCO '06: Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation, ACM, New York, NY, USA, 2006, pp. 1305-1312. (Pubitemid 44611466)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.2 , pp. 1305-1312
    • Singh, G.1    Deb, K.2
  • 57
    • 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 Journal of Global Optimization 11 1997 341 359 (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 59
    • 4344598796 scopus 로고    scopus 로고
    • Multimodal optimization using crowding-based differential evolution
    • R. Thomsen, Multimodal optimization using crowding-based differential evolution, in: CEC2004, IEEE Congress on Evolutionary Computation, vol. 2, 2004, pp. 1382-1389.
    • (2004) CEC2004, IEEE Congress on Evolutionary Computation , vol.2 , pp. 1382-1389
    • Thomsen, R.1
  • 62
    • 77952402048 scopus 로고    scopus 로고
    • Effect of spatial locality on an evolutionary algorithm for multimodal optimization
    • Springer-Verlag
    • K.C. Wong, K.S. Leung, M.H. Wong, Effect of spatial locality on an evolutionary algorithm for multimodal optimization, in: EvoApplications 2010, Part I, LNCS 6024, Springer-Verlag, 2010.
    • (2010) EvoApplications 2010, Part I, LNCS 6024
    • Wong, K.C.1    Leung, K.S.2    Wong, M.H.3
  • 64
    • 79960092508 scopus 로고    scopus 로고
    • Generalizing and learning protein-dna binding sequence representations by an evolutionary algorithm, soft computing - A fusion of foundations
    • 10.1007/s00500-011-0692-5
    • K.C. Wong, C. Peng, M.H. Wong, and K.S. Leung Generalizing and learning protein-dna binding sequence representations by an evolutionary algorithm, soft computing - a fusion of foundations Methodologies and Applications 15 2011 1631 1642 10.1007/s00500-011-0692-5
    • (2011) Methodologies and Applications , vol.15 , pp. 1631-1642
    • Wong, K.C.1    Peng, C.2    Wong, M.H.3    Leung, K.S.4
  • 65
    • 77952413159 scopus 로고    scopus 로고
    • Chaotic hybrid algorithm and its application in circle detection
    • C.H. Wu, N. Dong, W. Ip, C.Y. Chan, K.L. Yung, Z. Chen, Chaotic hybrid algorithm and its application in circle detection, in: EvoWorkshops, pp. 302-311.
    • EvoWorkshops , pp. 302-311
    • Wu, C.H.1    Dong, N.2    Ip, W.3    Chan, C.Y.4    Yung, K.L.5    Chen, Z.6
  • 66
    • 78049316273 scopus 로고    scopus 로고
    • Ensemble of niching algorithms
    • E.L. Yu, and P.N. Suganthan Ensemble of niching algorithms Information Sciences 180 2010 2815 2833
    • (2010) Information Sciences , vol.180 , pp. 2815-2833
    • Yu, E.L.1    Suganthan, P.N.2
  • 67
    • 55749114198 scopus 로고    scopus 로고
    • Empirical comparison of niching methods on hybrid composition functions. CEC 2008. (IEEE World Congress on Computational Intelligence)
    • L. Yu, P. Suganthan, Empirical comparison of niching methods on hybrid composition functions, in: CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on Evolutionary Computation, 2008, pp. 2194-2201.
    • (2008) IEEE Congress on Evolutionary Computation , pp. 2194-2201
    • Yu, L.1    Suganthan, P.2


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