메뉴 건너뛰기




Volumn 40, Issue 6, 2010, Pages 1634-1648

Particle swarm optimization with composite particles in dynamic environments

Author keywords

Composite particle; dynamic optimization problem (DOP); particle swarm optimization (PSO); scattering operator; velocity anisotropic reflection (VAR)

Indexed keywords

ANISOTROPIC REFLECTION; BENCH-MARK PROBLEMS; COMPOSITE PARTICLES; DYNAMIC ENVIRONMENTS; DYNAMIC OPTIMIZATION PROBLEM (DOP); DYNAMIC OPTIMIZATION PROBLEMS; DYNAMIC TESTS; FIRST-PRINCIPLES; PSO ALGORITHMS; SCATTERING OPERATOR; SCATTERING OPERATORS; SEARCH SPACES; SWARM DIVERSITIES;

EID: 78649929394     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2010.2043527     Document Type: Article
Times cited : (143)

References (52)
  • 3
    • 33747387640 scopus 로고    scopus 로고
    • Multiswarms, exclusion, and anticonvergence in dynamic environments
    • Aug
    • T. M. Blackwell and J. Branke, "Multiswarms, exclusion, and anticonvergence in dynamic environments", IEEE Trans. Evol. Comput., vol. 10, no. 4, pp. 459-472, Aug. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.4 , pp. 459-472
    • Blackwell, T.M.1    Branke, J.2
  • 5
    • 84901453819 scopus 로고    scopus 로고
    • Memory enhanced evolutionary algorithms for changing optimization problems
    • J. Branke, "Memory enhanced evolutionary algorithms for changing optimization problems", in Proc. Congr. Evol. Comput., 1999, vol. 3, pp. 1875-1882.
    • (1999) Proc. Congr. Evol. Comput. , vol.3 , pp. 1875-1882
    • Branke, J.1
  • 8
    • 0042654854 scopus 로고    scopus 로고
    • Adapting particle swarm optimization to dynamic environments
    • A. Carlisle and G. Dozier, "Adapting particle swarm optimization to dynamic environments", in Proc. Int. Conf. Artif. Intell., 2000, pp. 429-434.
    • (2000) Proc. Int. Conf. Artif. Intell. , pp. 429-434
    • Carlisle, A.1    Dozier, G.2
  • 9
    • 53749099091 scopus 로고    scopus 로고
    • Particle swarm optimization with adaptive population size and its application
    • Jan
    • D. B. Chen and C. X. Zhao, "Particle swarm optimization with adaptive population size and its application", Appl. Soft Comput., vol. 9, no. 1, pp. 39-48, Jan. 2009.
    • (2009) Appl. Soft Comput. , vol.9 , Issue.1 , pp. 39-48
    • Chen, D.B.1    Zhao, C.X.2
  • 11
    • 0034870045 scopus 로고    scopus 로고
    • Tracking and optimizing dynamic systems with particle swarms
    • R. C. Eberhart and Y. Shi, "Tracking and optimizing dynamic systems with particle swarms", in Proc. Congr. Evol. Comput., 2001, pp. 94-100.
    • (2001) Proc. Congr. Evol. Comput. , pp. 94-100
    • Eberhart, R.C.1    Shi, Y.2
  • 12
    • 33750372355 scopus 로고    scopus 로고
    • Hybrid particle swarm optimizer for a class of dynamic fitness landscape
    • Dec
    • S. C. Esquivel and C. A. Coello, "Hybrid particle swarm optimizer for a class of dynamic fitness landscape", Eng. Optim., vol. 38, no. 8, pp. 873-888, Dec. 2006.
    • (2006) Eng. Optim. , vol.38 , Issue.8 , pp. 873-888
    • Esquivel, S.C.1    Coello, C.A.2
  • 15
    • 55749097197 scopus 로고    scopus 로고
    • Solving dynamic multi-objective problems with vector evaluated particle swarm optimisation
    • M. Greeff and A. P. Engelbrecht, "Solving dynamic multi-objective problems with vector evaluated particle swarm optimisation", in Proc. Congr. Evol. Comput., 2008, pp. 2922-2929.
    • (2008) Proc. Congr. Evol. Comput. , pp. 2922-2929
    • Greeff, M.1    Engelbrecht, A.P.2
  • 17
    • 33644977676 scopus 로고    scopus 로고
    • Robust route optimisation for gritting/salting trucks: A CERCIA experience
    • Feb
    • H. Handa, L. Chapman, and X. Yao, "Robust route optimisation for gritting/salting trucks: A CERCIA experience", IEEE Comput. Intell. Mag., vol. 1, no. 1, pp. 6-9, Feb. 2006.
    • (2006) IEEE Comput. Intell. Mag. , vol.1 , Issue.1 , pp. 6-9
    • Handa, H.1    Chapman, L.2    Yao, X.3
  • 18
    • 84901417404 scopus 로고    scopus 로고
    • Adaptive particle swarm optimization: Detection and response to dynamic systems
    • X. Hu and R. C. Eberhart, "Adaptive particle swarm optimization: Detection and response to dynamic systems", in Proc. Congr. Evol. Comput., 2002, pp. 1666-1670.
    • (2002) Proc. Congr. Evol. Comput. , pp. 1666-1670
    • Hu, X.1    Eberhart, R.C.2
  • 19
    • 38049023505 scopus 로고    scopus 로고
    • A diversity-guided particle swarm optimizer for dynamic environments
    • Berlin, Germany: Springer-Verlag
    • J. Hu, J. Zeng, and Y. Tan, "A diversity-guided particle swarm optimizer for dynamic environments", in Bio-Inspired Computational Intelligence and Applications. Berlin, Germany: Springer-Verlag, 2007, pp. 239-247.
    • (2007) Bio-Inspired Computational Intelligence and Applications , pp. 239-247
    • Hu, J.1    Zeng, J.2    Tan, Y.3
  • 20
    • 29144504356 scopus 로고    scopus 로고
    • A hierarchical particle swarm optimizer and its adaptive variant
    • Dec
    • S. Janson and M. Middendorf, "A hierarchical particle swarm optimizer and its adaptive variant", IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 35, no. 6, pp. 1272-1282, Dec. 2005.
    • (2005) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.35 , Issue.6 , pp. 1272-1282
    • Janson, S.1    Middendorf, M.2
  • 21
    • 33846686437 scopus 로고    scopus 로고
    • A hierarchical particle swarm optimizer for noisy and dynamic environments
    • Dec
    • S. Janson and M. Middendorf, "A hierarchical particle swarm optimizer for noisy and dynamic environments", Genetic Program. Evolvable Mach., vol. 7, no. 4, pp. 329-354, Dec. 2006.
    • (2006) Genetic Program. Evolvable Mach. , vol.7 , Issue.4 , pp. 329-354
    • Janson, S.1    Middendorf, M.2
  • 22
    • 47249148072 scopus 로고
    • 4th ed. Belmont, CA: Thomson
    • S. K. Jain, Linear Algebra, 4th ed. Belmont, CA: Thomson, 1994, pp. 12-20.
    • (1994) Linear Algebra , pp. 12-20
    • Jain, S.K.1
  • 23
    • 7744241240 scopus 로고    scopus 로고
    • Preparation of poly (methyl methacrylate)/CaCO3/SiO2 composite particles via emulsion polymerization
    • Oct
    • L. Jiang and Y. Dan, "Preparation of poly (methyl methacrylate)/CaCO3/SiO2 composite particles via emulsion polymerization", Colloid Polym. Sci., vol. 282, no. 12, pp. 1374-1380, Oct. 2004.
    • (2004) Colloid Polym. Sci. , vol.282 , Issue.12 , pp. 1374-1380
    • Jiang, L.1    Dan, Y.2
  • 24
    • 21044438483 scopus 로고    scopus 로고
    • Evolutionary optimization in uncertain environments: A survey
    • Jun
    • Y. Jin and J. Branke, "Evolutionary optimization in uncertain environments: A survey", IEEE Trans. Evol. Comput., vol. 9, no. 3, pp. 303-317, Jun. 2005.
    • (2005) IEEE Trans. Evol. Comput. , vol.9 , Issue.3 , pp. 303-317
    • Jin, Y.1    Branke, J.2
  • 28
    • 33750258818 scopus 로고    scopus 로고
    • Particle swarm with speciation and adaptation in a dynamic environment
    • X. Li, J. Branke, and T. M. Blackwell, "Particle swarm with speciation and adaptation in a dynamic environment", in Proc. Genetic Evol. Comput. Conf., 2006, pp. 51-58.
    • (2006) Proc. Genetic Evol. Comput. Conf. , pp. 51-58
    • Li, X.1    Branke, J.2    Blackwell, T.M.3
  • 29
    • 84901462973 scopus 로고    scopus 로고
    • Comparing particle swarms for tracking extrema in dynamic environments
    • X. Li and K. H. Dam, "Comparing particle swarms for tracking extrema in dynamic environments", in Proc. Congr. Evol. Comput., 2003, pp. 1772-1779.
    • (2003) Proc. Congr. Evol. Comput. , pp. 1772-1779
    • Li, X.1    Dam, K.H.2
  • 30
    • 70350677836 scopus 로고    scopus 로고
    • A collaborative model for tracking optima in dynamic environments
    • R. I. Lung and D. Dumitrescu, "A collaborative model for tracking optima in dynamic environments", in Proc. Congr. Evol. Comput., 2007, pp. 564-567.
    • (2007) Proc. Congr. Evol. Comput. , pp. 564-567
    • Lung, R.I.1    Dumitrescu, D.2
  • 32
    • 0031123346 scopus 로고    scopus 로고
    • One role of titanium compound particles in aluminium nitride sintered body
    • Apr
    • S. Nakahata, K. Sogabe, and T. Matsuura, "One role of titanium compound particles in aluminium nitride sintered body", J. Mater. Sci., vol. 32, no. 7, pp. 1873-1876, Apr. 1997.
    • (1997) J. Mater. Sci. , vol.32 , Issue.7 , pp. 1873-1876
    • Nakahata, S.1    Sogabe, K.2    Matsuura, T.3
  • 33
    • 33747440759 scopus 로고    scopus 로고
    • Max-min surrogate-assisted evolutionary algorithm for robust design
    • Aug
    • Y. S. Ong, P. B. Nair, and K. Y. Lum, "Max-min surrogate-assisted evolutionary algorithm for robust design", IEEE Trans. Evol. Comput., vol. 10, no. 4, pp. 392-404, Aug. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.4 , pp. 392-404
    • Ong, Y.S.1    Nair, P.B.2    Lum, K.Y.3
  • 34
    • 4344560137 scopus 로고    scopus 로고
    • A particle swarm model for tacking multiple peaks in a dynamic environment using speciation
    • D. Parrott and X. Li, "A particle swarm model for tacking multiple peaks in a dynamic environment using speciation", in Proc. Genetic Evol. Comput. Conf., 2004, vol. 1, pp. 98-103.
    • (2004) Proc. Genetic Evol. Comput. Conf. , vol.1 , pp. 98-103
    • Parrott, D.1    Li, X.2
  • 35
    • 33747430130 scopus 로고    scopus 로고
    • Locating and tracking multiple dynamic optima by a particle swarm model using speciation
    • Aug
    • D. Parrott and X. Li, "Locating and tracking multiple dynamic optima by a particle swarm model using speciation", IEEE Trans. Evol. Comput., vol. 10, no. 4, pp. 440-458, Aug. 2006.
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , Issue.4 , pp. 440-458
    • Parrott, D.1    Li, X.2
  • 36
    • 0344291226 scopus 로고    scopus 로고
    • Recent approaches to global optimization problems through particle swarm optimization
    • Jun
    • K. E. Parsopoulos and M. N. Vrahatis, "Recent approaches to global optimization problems through particle swarm optimization", Natural Comput., vol. 8, no. 2/3, pp. 235-306, Jun. 2002.
    • (2002) Natural Comput. , vol.8 , Issue.2-3 , pp. 235-306
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 37
    • 3142669892 scopus 로고    scopus 로고
    • On the computation of all global minimizers through particle swarm optimization
    • Jun
    • K. E. Parsopoulos and M. N. Vrahatis, "On the computation of all global minimizers through particle swarm optimization", IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 211-224, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.3 , pp. 211-224
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 38
    • 45449118697 scopus 로고    scopus 로고
    • Particle swarm optimization
    • R. Poli, J. Kennedy, and T. M. Blackwell, "Particle swarm optimization", Swarm Intell., vol. 1, no. 1, pp. 33-57, 2007.
    • (2007) Swarm Intell. , vol.1 , Issue.1 , pp. 33-57
    • Poli, R.1    Kennedy, J.2    Blackwell, T.M.3
  • 40
    • 79955215483 scopus 로고    scopus 로고
    • Clonal particle swarm optimization and its applications
    • Y. Tan and Z. M. Xiao, "Clonal particle swarm optimization and its applications", in Proc. Congr. Evol. Comput., 2007, pp. 2303-2309.
    • (2007) Proc. Congr. Evol. Comput. , pp. 2303-2309
    • Tan, Y.1    Xiao, Z.M.2
  • 41
    • 34547900595 scopus 로고    scopus 로고
    • A self-organizing random immigrants genetic algorithm for dynamic optimization problems
    • DOI 10.1007/s10710-007-9024-z
    • R. Tinos and S. Yang, "A self-organizing random immigrants genetic algorithm for dynamic optimization problems", Genetic Program. Evolvable Mach., vol. 8, no. 3, pp. 255-286, Sep. 2007. (Pubitemid 47255802)
    • (2007) Genetic Programming and Evolvable Machines , vol.8 , Issue.3 , pp. 255-286
    • Tinos, R.1    Yang, S.2
  • 42
    • 0037475094 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm: Convergence analysis and parameter selection
    • Mar
    • I. Trelea, "The particle swarm optimization algorithm: Convergence analysis and parameter selection", Inf. Process. Lett., vol. 85, no. 6, pp. 317-325, Mar. 2003.
    • (2003) Inf. Process. Lett. , vol.85 , Issue.6 , pp. 317-325
    • Trelea, I.1
  • 43
    • 0038281789 scopus 로고    scopus 로고
    • Ph. D. dissertation, Dept. Comput. Sci., Univ. Pretoria, Pretoria, South Africa
    • F. van den Bergh, "Analysis of particle swarm optimizers", Ph. D. dissertation, Dept. Comput. Sci., Univ. Pretoria, Pretoria, South Africa, 2002.
    • (2002) Analysis of Particle Swarm Optimizers
    • Van Den Bergh, F.1
  • 44
    • 31944448941 scopus 로고    scopus 로고
    • Study of particle swarm optimization particle trajectories
    • Apr
    • F. van den Bergh and A. P. Engelbrecht, "Study of particle swarm optimization particle trajectories", Inf. Sci., vol. 176, no. 8, pp. 937-971, Apr. 2006.
    • (2006) Inf. Sci. , vol.176 , Issue.8 , pp. 937-971
    • Van Den Bergh, F.1    Engelbrecht, A.P.2
  • 46
    • 53349152167 scopus 로고    scopus 로고
    • Genetic algorithms with memory-and elitism-based immigrants in dynamic environments
    • Fall
    • S. Yang, "Genetic algorithms with memory-and elitism-based immigrants in dynamic environments", Evol. Comput., vol. 16, no. 3, pp. 385-416, Fall 2008.
    • (2008) Evol. Comput. , vol.16 , Issue.3 , pp. 385-416
    • Yang, S.1
  • 48
    • 55749105075 scopus 로고    scopus 로고
    • Hyper-selection in dynamic environments
    • S. Yang and R. Tinos, "Hyper-selection in dynamic environments", in Proc. Congr. Evol. Comput., 2008, pp. 3185-3192.
    • (2008) Proc. Congr. Evol. Comput. , pp. 3185-3192
    • Yang, S.1    Tinos, R.2
  • 49
    • 27144484035 scopus 로고    scopus 로고
    • Experimental study on population-based incremental learning algorithms for dynamic optimization problems
    • Nov
    • S. Yang and X. Yao, "Experimental study on population-based incremental learning algorithms for dynamic optimization problems", Soft Comput., vol. 9, no. 11, pp. 815-834, Nov. 2005.
    • (2005) Soft Comput. , vol.9 , Issue.11 , pp. 815-834
    • Yang, S.1    Yao, X.2
  • 50
    • 53349178106 scopus 로고    scopus 로고
    • Population-based incremental learning with associative memory for dynamic environments
    • Oct
    • S. Yang and X. Yao, "Population-based incremental learning with associative memory for dynamic environments", IEEE Trans. Evol. Comput., vol. 12, no. 5, pp. 542-561, Oct. 2008.
    • (2008) IEEE Trans. Evol. Comput. , vol.12 , Issue.5 , pp. 542-561
    • Yang, S.1    Yao, X.2
  • 52
    • 67650360754 scopus 로고    scopus 로고
    • Concentric spatial extension based particle swarm optimization inspired by brood sorting in ant colonies
    • J. Q. Zhang, Y. Tan, and X. G. He, "Concentric spatial extension based particle swarm optimization inspired by brood sorting in ant colonies", in Proc. IEEE Swarm Intell. Symp., 2009, pp. 9-15.
    • (2009) Proc. IEEE Swarm Intell. Symp. , pp. 9-15
    • Zhang, J.Q.1    Tan, Y.2    He, X.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.