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Volumn , Issue , 2011, Pages 1557-1564

Ensemble differential evolution algorithm for CEC2011 problems

Author keywords

adaptation; Differential Evolution; Ensemble; Global optimization; Mutation strategy; Parameter adaptation

Indexed keywords

ADAPTATION; DIFFERENTIAL EVOLUTION; ENSEMBLE; MUTATION STRATEGY; PARAMETER ADAPTATION;

EID: 80051956286     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2011.5949801     Document Type: Conference Paper
Times cited : (52)

References (36)
  • 1
    • 0003853519 scopus 로고    scopus 로고
    • Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces
    • 1995
    • R. Storn and K. Price, "Differential Evolution - A Simple and Efficient Adaptive Scheme for Global Optimization Over Continuous Spaces", Technical Report TR-95-012, ICSI, http://http. icsi.berkeley.edu/~storn/litera. html 1995.
    • Technical Report TR-95-012, ICSI
    • Storn, R.1    Price, K.2
  • 6
    • 0037312458 scopus 로고    scopus 로고
    • Differential evolution training algorithm for feedforward neural networks
    • J. Ilonen, J. K. Kamarainen, and J. Lampinen, "Differential evolution training algorithm for feedforward neural networks", Neural Processing Letters, vol. 17, pp. 93-105, 2003.
    • (2003) Neural Processing Letters , vol.17 , pp. 93-105
    • Ilonen, J.1    Kamarainen, J.K.2    Lampinen, J.3
  • 7
    • 53749085581 scopus 로고    scopus 로고
    • Automatic image pixel clustering with an improved differential evolution
    • Jan
    • S. Das and A. Konar, "Automatic image pixel clustering with an improved differential evolution " Applied Soft Computing, vol. 9, pp. 226-236 Jan 2009
    • (2009) Applied Soft Computing , vol.9 , pp. 226-236
    • Das, S.1    Konar, A.2
  • 8
    • 67349110181 scopus 로고    scopus 로고
    • Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery
    • U. Maulik and I. Saha, "Modified Differential Evolution based Fuzzy Clustering for Pixel Classification in Remote Sensing Imagery", Pattern Recognition, vol. 42, pp. 2135-2149, 2009.
    • (2009) Pattern Recognition , vol.42 , pp. 2135-2149
    • Maulik, U.1    Saha, I.2
  • 10
    • 50149083480 scopus 로고    scopus 로고
    • Differential evolution approach for optimal reactive power dispatch
    • SEP
    • M. Varadarajan and K. S. Swarup, "Differential evolution approach for optimal reactive power dispatch", Applied Soft Computing, vol. 8, pp. 1549-1561, SEP 2008
    • (2008) Applied Soft Computing , vol.8 , pp. 1549-1561
    • Varadarajan, M.1    Swarup, K.S.2
  • 12
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: A survey of the state-of-the-art
    • Feb
    • S. Das and P. N. Suganthan, "Differential Evolution: A Survey of the State-of-the-art", IEEE Trans. on Evolutionary Computation, vol. 15, pp. 4-31, Feb. 2011.
    • (2011) IEEE Trans. on Evolutionary Computation , vol.15 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 13
    • 59649083826 scopus 로고    scopus 로고
    • Differential evolution algorithm with strategy adaptation for global numerical optimization
    • April
    • A. K. Qin, V. L. Huang, and P. N. Suganthan, "Differential Evolution Algorithm with Strategy Adaptation for Global Numerical Optimization", IEEE Transactions on Evolutionary Computation, vol. 13, pp. 398-417, April 2009.
    • (2009) IEEE Transactions on Evolutionary Computation , vol.13 , pp. 398-417
    • Qin, A.K.1    Huang, V.L.2    Suganthan, P.N.3
  • 14
    • 33847199831 scopus 로고    scopus 로고
    • Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    • DOI 10.1109/TEVC.2006.872133
    • J. Brest, S. Greiner, B. Boscovic, M. Mernik, and V. Zumer, "Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems", IEEE Transactions on Evolutionary Computation, vol. 10, pp. 646-657, Dec. 2006. (Pubitemid 46445554)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 17
    • 67349150716 scopus 로고    scopus 로고
    • Adaptation in differential evolution: A numerical comparison
    • June
    • J. Tvrdik, "Adaptation in differential evolution: A numerical comparison", Applied Soft Computing vol. 9, pp. 1149-1155 June 2009.
    • (2009) Applied Soft Computing , vol.9 , pp. 1149-1155
    • Tvrdik, J.1
  • 18
    • 78650872465 scopus 로고    scopus 로고
    • Differential evolution algorithm with ensemble of parameters and mutation strategies
    • March
    • R. Mallipeddi, P. N. Suganthan, Q. K. Pan, and M. F. Tasgetiren, "Differential Evolution Algorithm with Ensemble of Parameters and Mutation Strategies", Applied Soft Computing, vol. 11, pp. 1679-1696 March, 2011.
    • (2011) Applied Soft Computing , vol.11 , pp. 1679-1696
    • Mallipeddi, R.1    Suganthan, P.N.2    Pan, Q.K.3    Tasgetiren, M.F.4
  • 19
    • 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, vol. 11, pp. 341-359, 1997. (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 21
    • 32444439450 scopus 로고    scopus 로고
    • Two improved differential evolution schemes for faster global search
    • DOI 10.1145/1068009.1068177, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • S. Das, A. Konar, and U. K. Chakraborty, "Two Improved Differential Evolution Schemes for Faster Global Search", Proceedings of the 2005 conference on Genetic and evolutionary computation, pp. 991-998, 2005. (Pubitemid 43226406)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 991-998
    • Das, S.1    Konar, A.2    Chakraborty, U.K.3
  • 25
    • 0042163579 scopus 로고    scopus 로고
    • An introduction to differential evolution
    • D. Corne, Dorgio, M., and Glover, F., Ed. London UK, McGraw-Hill
    • K. V. Price, "An Introduction to Differential Evolution", in New Ideas in Optimization, D. Corne, Dorgio, M., and Glover, F., Ed. London (UK), 79-108: McGraw-Hill, 1999.
    • (1999) New Ideas in Optimization , pp. 79-108
    • Price, K.V.1
  • 26
    • 70349860273 scopus 로고    scopus 로고
    • JADE: Adaptive differential evolution with optional external archive
    • October
    • J. Zhang, "JADE: Adaptive Differential Evolution with Optional External Archive", IEEE Transactions on Evolutionary Computation, vol. 13, pp. 945-958, October 2009.
    • (2009) IEEE Transactions on Evolutionary Computation , vol.13 , pp. 945-958
    • Zhang, J.1
  • 27
    • 22944438731 scopus 로고    scopus 로고
    • Solving rotated multi-objective optimization problems using differential evolution
    • AI 2004: Advances in Artificial Intelligence - 17th Australian Joint Conference on Artificial Intelligence, Proceedings
    • A. Iorio and X. Li, "Solving Rotated Multi-objective Optimization Problems Using Differential Evolution", in Australian Conference on Artificial Intelligence Cairns, Australia., 2004, pp. 861-872. (Pubitemid 41050409)
    • (2004) Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) , vol.3339 , pp. 861-872
    • Iorio, A.W.1    Li, X.2
  • 28
    • 67349171026 scopus 로고    scopus 로고
    • Influence of crossover on the behavior of differential evolution algorithms
    • June
    • D. Zaharie, "Influence of crossover on the behavior of Differential Evolution Algorithms", Applied Soft Computing, vol. 9, pp. 1126-1138, June 2009.
    • (2009) Applied Soft Computing , vol.9 , pp. 1126-1138
    • Zaharie, D.1
  • 32
    • 20444409462 scopus 로고    scopus 로고
    • A fuzzy adaptive differential evolution algorithm
    • DOI 10.1007/s00500-004-0363-x
    • J. Liu and J. Lampinen, "A fuzzy adaptive differential evolution algorithm", Soft Computing, vol. 9, pp. 448-462, Jun. 2005. (Pubitemid 40802750)
    • (2005) Soft Computing , vol.9 , Issue.6 , pp. 448-462
    • Liu, J.1    Lampinen, J.2
  • 34
    • 33645822323 scopus 로고    scopus 로고
    • Exploring dynamic self-adaptive populations in differential evolution
    • DOI 10.1007/s00500-005-0537-1
    • J. Teo, "Exploring dynamic self-adaptive populations in differential evolution", Soft Computing, vol. 10, pp. 673-686, 2006. (Pubitemid 43568025)
    • (2006) Soft Computing , vol.10 , Issue.8 , pp. 673-686
    • Teo, J.1
  • 36
    • 80053995656 scopus 로고    scopus 로고
    • Selfadaptive differential evolution with multi-trajectory search for large scale optimization
    • accepted
    • S. Z. Zhao, P. N. Suganthan, and S. Das, "Selfadaptive Differential Evolution with Multi-trajectory Search for Large Scale Optimization", Soft Computing, accepted, 2010.
    • (2010) Soft Computing
    • Zhao, S.Z.1    Suganthan, P.N.2    Das, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.