메뉴 건너뛰기




Volumn 178, Issue 15, 2008, Pages 3096-3109

Multi-strategy ensemble particle swarm optimization for dynamic optimization

Author keywords

Differential mutation; Dynamic optimization; Gaussian local search; Multi strategy ensemble; Particle swarm optimization

Indexed keywords

ALGORITHMS; FUNCTION EVALUATION; PARAMETER ESTIMATION; PROBLEM SOLVING;

EID: 44949127284     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2008.01.020     Document Type: Article
Times cited : (232)

References (29)
  • 2
    • 35048812259 scopus 로고    scopus 로고
    • Multi-swarm optimization in dynamic environments
    • Springer-Verlag pp. 489-500
    • Blackwell T., and Branke J. Multi-swarm optimization in dynamic environments. Application of Evolutionary Computing 3005 (2004), Springer-Verlag pp. 489-500
    • (2004) Application of Evolutionary Computing , vol.3005
    • Blackwell, T.1    Branke, J.2
  • 3
    • 33747387640 scopus 로고    scopus 로고
    • Multi-swarms, exclusion, and anti-convergence in dynamic environments
    • Blackwell T., and Branke J. Multi-swarms, exclusion, and anti-convergence in dynamic environments. IEEE Transaction Evolutionary Computation 10 4 (2006) 459-472
    • (2006) IEEE Transaction Evolutionary Computation , vol.10 , Issue.4 , pp. 459-472
    • Blackwell, T.1    Branke, J.2
  • 4
    • 44949236830 scopus 로고    scopus 로고
    • T. Blackwell, P.J. Bentley, Dynamic search with charged swarms, in: Genetic and Evolutionary Computation Conference, Morgan Kaufmann, 2002, pp. 19-26.
    • T. Blackwell, P.J. Bentley, Dynamic search with charged swarms, in: Genetic and Evolutionary Computation Conference, Morgan Kaufmann, 2002, pp. 19-26.
  • 5
    • 44949116809 scopus 로고    scopus 로고
    • J. Branke, The moving peaks benchmark website. [Online] Available: .
    • J. Branke, The moving peaks benchmark website. [Online] Available: .
  • 6
    • 84901453819 scopus 로고    scopus 로고
    • J. Branke, Memory enhanced evolutionary algorithms for changing optimization problems, in: Proceedings of the Congress on Evolutonary Computation, vol. 3, 1999, pp. 1875-1882.
    • J. Branke, Memory enhanced evolutionary algorithms for changing optimization problems, in: Proceedings of the Congress on Evolutonary Computation, vol. 3, 1999, pp. 1875-1882.
  • 8
    • 78650053346 scopus 로고    scopus 로고
    • A. Carlisle, G. Dozier, Tracking changing extrema with adaptive particle swarm optimizer, in: Proceedings of the World Automation Congress, Orlando FL USA, 2002, pp. 265-270.
    • A. Carlisle, G. Dozier, Tracking changing extrema with adaptive particle swarm optimizer, in: Proceedings of the World Automation Congress, Orlando FL USA, 2002, pp. 265-270.
  • 9
    • 0030645903 scopus 로고    scopus 로고
    • W. Cedeno, V.R. Vemuri, On the use of niching for dynamic landscapes, in: Proceedings of International Conference on Evolutionary Computation, 1997, pp. 361-366.
    • W. Cedeno, V.R. Vemuri, On the use of niching for dynamic landscapes, in: Proceedings of International Conference on Evolutionary Computation, 1997, pp. 361-366.
  • 10
    • 44949189270 scopus 로고    scopus 로고
    • Swarm-core evolutionary particle swarm optimization
    • Dou Q., Zhou C., Ma M., and Liu Q. Swarm-core evolutionary particle swarm optimization. J. Comput. Sci. 32 8 (2005) 134-137
    • (2005) J. Comput. Sci. , vol.32 , Issue.8 , pp. 134-137
    • Dou, Q.1    Zhou, C.2    Ma, M.3    Liu, Q.4
  • 11
    • 0029517385 scopus 로고    scopus 로고
    • R.C. Eberhart, J. Kennedy, A new optimizer using particle swarm theory, in: Proceedings of the Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1995, pp. 39-43.
    • R.C. Eberhart, J. Kennedy, A new optimizer using particle swarm theory, in: Proceedings of the Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1995, pp. 39-43.
  • 12
    • 0034870045 scopus 로고    scopus 로고
    • R.C. Eberhart, Y. Shi, Tracking and optimizing dynamic systems with particle swarms, in: Proceedings of the IEEE Congress on Evolutionary Computation[C], 2001, pp. 94-97.
    • R.C. Eberhart, Y. Shi, Tracking and optimizing dynamic systems with particle swarms, in: Proceedings of the IEEE Congress on Evolutionary Computation[C], 2001, pp. 94-97.
  • 13
    • 84901417404 scopus 로고    scopus 로고
    • X. Hu, R. Eberhart, Adaptive particle swarm optimization: detection and response to dynamic systems, in: Congress on Evolutionary Computation, 2002, pp. 1666-1670.
    • X. Hu, R. Eberhart, Adaptive particle swarm optimization: detection and response to dynamic systems, in: Congress on Evolutionary Computation, 2002, pp. 1666-1670.
  • 14
    • 44949257894 scopus 로고    scopus 로고
    • X. Hu, R. Eberhart, Tracking dynamic systems with PSO: where's the cheese? in: Proceedings of the Workshop on Particle Swarm Optimization, Purdue School of Engineering, Indianapolis, USA, 2001, pp. 80-83.
    • X. Hu, R. Eberhart, Tracking dynamic systems with PSO: where's the cheese? in: Proceedings of the Workshop on Particle Swarm Optimization, Purdue School of Engineering, Indianapolis, USA, 2001, pp. 80-83.
  • 15
    • 4344682502 scopus 로고    scopus 로고
    • X. Hu, R. Eberhart, Y. Shi, Recent advances in particle swarm, in: IEEE Congress on Evolutionary Computation, Portland, Oregon, USA, 2004, pp. 90-97.
    • X. Hu, R. Eberhart, Y. Shi, Recent advances in particle swarm, in: IEEE Congress on Evolutionary Computation, Portland, Oregon, USA, 2004, pp. 90-97.
  • 16
    • 35048901195 scopus 로고    scopus 로고
    • A hierarchical particle swarm optimizer for dynamic optimization problems
    • Applications of Evolutionary Computing, Springer-Verlag pp. 513-524
    • Janson S., and Middendorf M. A hierarchical particle swarm optimizer for dynamic optimization problems. Applications of Evolutionary Computing. LNCS 3005 (2004), Springer-Verlag pp. 513-524
    • (2004) LNCS , vol.3005
    • Janson, S.1    Middendorf, M.2
  • 17
    • 21044438483 scopus 로고    scopus 로고
    • Evolutionary optimization in uncertain environments - a survey
    • Jin Y., and Branke J. Evolutionary optimization in uncertain environments - a survey. IEEE Transactions Evolutionary Computation 9 3 (2005) 303-317
    • (2005) IEEE Transactions Evolutionary Computation , vol.9 , Issue.3 , pp. 303-317
    • Jin, Y.1    Branke, J.2
  • 18
    • 84901462973 scopus 로고    scopus 로고
    • X. Li, K.H. Dam, Comparing particle swarms for tracking extrema in dynamic environments, in: Congress on Evolutionary Computation[C], 2003, pp. 1772-1779.
    • X. Li, K.H. Dam, Comparing particle swarms for tracking extrema in dynamic environments, in: Congress on Evolutionary Computation[C], 2003, pp. 1772-1779.
  • 19
    • 33750258818 scopus 로고    scopus 로고
    • X. Li, J. Branke, T. Blackwell, Particle swarm with speciation and adaptation in a dynamic environment, in: M. Keijzer et al. (Eds.), Genetic and Evolutionary Computation Conference 2006 (GECCO'06), 2006, pp. 51-58.
    • X. Li, J. Branke, T. Blackwell, Particle swarm with speciation and adaptation in a dynamic environment, in: M. Keijzer et al. (Eds.), Genetic and Evolutionary Computation Conference 2006 (GECCO'06), 2006, pp. 51-58.
  • 20
    • 4344560137 scopus 로고    scopus 로고
    • D. Parrott, X. Li, A particle swarm model for tacking multiple peaks in a dynamic environment using speciation, in: Proceedings of the 2004 Congress on Evolutionary Computation, 2004, pp. 98-103.
    • D. Parrott, X. Li, A particle swarm model for tacking multiple peaks in a dynamic environment using speciation, in: Proceedings of the 2004 Congress on Evolutionary Computation, 2004, pp. 98-103.
  • 21
    • 0344291226 scopus 로고    scopus 로고
    • Recent approaches to global optimization problems through particle swarm optimization
    • Parsopoulos K.E., and Vrahatis M.N. Recent approaches to global optimization problems through particle swarm optimization. Natural Compu. 1 2-3 (2002) 235-306
    • (2002) Natural Compu. , vol.1 , Issue.2-3 , pp. 235-306
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 22
    • 44949207204 scopus 로고    scopus 로고
    • K.E. Parsopoulos, V.P. Plagianakos, G.D. Magoulas, M.N. Vrahatis, Improving particle swarm optimizer by function stretching, in: Advances in Convex Analysis and Global Optimization, 2001, pp. 445-457.
    • K.E. Parsopoulos, V.P. Plagianakos, G.D. Magoulas, M.N. Vrahatis, Improving particle swarm optimizer by function stretching, in: Advances in Convex Analysis and Global Optimization, 2001, pp. 445-457.
  • 23
    • 0031700696 scopus 로고    scopus 로고
    • Y. Shi, R.C. Eberhart, A modified particle swarm optimizer [R], in: IEEE International Conference of Evolutionary Computation, Anchorage, Alaska, May 1998, pp. 69-73.
    • Y. Shi, R.C. Eberhart, A modified particle swarm optimizer [R], in: IEEE International Conference of Evolutionary Computation, Anchorage, Alaska, May 1998, pp. 69-73.
  • 24
    • 34548269905 scopus 로고    scopus 로고
    • Multi-objective particle swarm optimization with time variant inertia and acceleration coefficients
    • Tripathi P.K., Bandyopadhyay S., and Pal S.K. Multi-objective particle swarm optimization with time variant inertia and acceleration coefficients. Information Sciences 177 (2007) 5033-5049
    • (2007) Information Sciences , vol.177 , pp. 5033-5049
    • Tripathi, P.K.1    Bandyopadhyay, S.2    Pal, S.K.3
  • 25
    • 31944448941 scopus 로고    scopus 로고
    • A study of particle swarm optimization particle trajectories
    • van den Bergh F., and Engelbrecht A.P. A study of particle swarm optimization particle trajectories. Inform. Sci. 176 (2006) 937-971
    • (2006) Inform. Sci. , vol.176 , pp. 937-971
    • van den Bergh, F.1    Engelbrecht, A.P.2
  • 26
    • 84901412487 scopus 로고    scopus 로고
    • S. Yang, Non-stationary problems optimization using the primal-dual genetic algorithm, in: Proceedings of the 2003 IEEE Congress on Evolutionary Computation, vol. 3, 2003, pp. 2246-2253.
    • S. Yang, Non-stationary problems optimization using the primal-dual genetic algorithm, in: Proceedings of the 2003 IEEE Congress on Evolutionary Computation, vol. 3, 2003, pp. 2246-2253.
  • 27
    • 32444435566 scopus 로고    scopus 로고
    • S. Yang, Population-based incremental learning with memory scheme for changing environments, in: Genetic and Evolutionary Computation Conference, vol. 1, 2005, pp. 711-718.
    • S. Yang, Population-based incremental learning with memory scheme for changing environments, in: Genetic and Evolutionary Computation Conference, vol. 1, 2005, pp. 711-718.
  • 28
    • 27144484035 scopus 로고    scopus 로고
    • S. Yang, X. Yao, Experimental study on population-based incremental learning algorithms for dynamic optimization problems, Soft Computing, Springer, vol. 9 (11) 2005, 815-834.
    • S. Yang, X. Yao, Experimental study on population-based incremental learning algorithms for dynamic optimization problems, Soft Computing, Springer, vol. 9 (11) 2005, 815-834.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.