메뉴 건너뛰기




Volumn 43, Issue 6, 2013, Pages 2202-2215

Differential evolution with neighborhood and direction information for numerical optimization

Author keywords

Differential evolution (DE); Direction information; Exploitation; Exploration; Neighborhood information

Indexed keywords

DIFFERENTIAL EVOLUTION; DIRECTION INFORMATION; ENGINEERING FIELDS; EXPLOITATION; EXPLORATION AND EXPLOITATION; INDUCED MUTATIONS; NEIGHBORHOOD INFORMATION; NUMERICAL OPTIMIZATIONS;

EID: 84890074816     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2013.2245501     Document Type: Article
Times cited : (145)

References (64)
  • 1
    • 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," J. Global Optim., vol. 11, no. 4, pp. 341-359, Dec. 1997. (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 2
    • 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. Evol. Comput., vol. 15, no. 1, pp. 4-31, Feb. 2011.
    • (2011) IEEE Trans. Evol. Comput , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 3
    • 51649130459 scopus 로고    scopus 로고
    • A review of major application areas of differential evolution
    • U. Chakraborty, Ed. Berlin, Germany: Springer-Verlag
    • V. Plagianakos, D. Tasoulis, and M. Vrahatis, "A review of major application areas of differential evolution," in Advances in Differential Evolution, U. Chakraborty, Ed. Berlin, Germany: Springer-Verlag, 2008, pp. 197-238.
    • (2008) Advances in Differential Evolution , pp. 197-238
    • Plagianakos, V.1    Tasoulis, D.2    Vrahatis, M.3
  • 4
    • 77956343141 scopus 로고    scopus 로고
    • Self-organizing potential field network: A new optimization algorithm
    • Sep
    • L. Xu and T. Shing, "Self-organizing potential field network: A new optimization algorithm," IEEE Trans. Neural Netw., vol. 21, no. 9, pp. 1482-1495, Sep. 2010.
    • (2010) IEEE Trans. Neural Netw , vol.21 , Issue.9 , pp. 1482-1495
    • Xu, L.1    Shing, T.2
  • 7
  • 8
    • 75149170039 scopus 로고    scopus 로고
    • Recent advances in differential evolution: A survey and experimental analysis
    • Feb
    • F. Neri and V. Tirronen, "Recent advances in differential evolution: A survey and experimental analysis," Artif. Intell. Rev., vol. 33, no. 1/2, pp. 61-106, Feb. 2010.
    • (2010) Artif. Intell. Rev , vol.33 , Issue.1-2 , pp. 61-106
    • Neri, F.1    Tirronen, V.2
  • 9
    • 84856290711 scopus 로고    scopus 로고
    • On convergence of differential evolution over a class of continuous functions with unique global optimum
    • Feb
    • S. Ghosh, S. Das, A. V. Vasilakos, and K. Suresh, "On convergence of differential evolution over a class of continuous functions with unique global optimum," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 1, pp. 107-124, Feb. 2012.
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.42 , Issue.1 , pp. 107-124
    • Ghosh, S.1    Das, S.2    Vasilakos, A.V.3    Suresh, K.4
  • 10
    • 79959728262 scopus 로고    scopus 로고
    • An improved differential evolution algorithm with fitness-based adaptation of the control parameters
    • Sep
    • A. Ghosh, S. Das, A. Chowdhury, and R. Giri, "An improved differential evolution algorithm with fitness-based adaptation of the control parameters," Inf. Sci., vol. 181, no. 18, pp. 3749-3765, Sep. 2011.
    • (2011) Inf. Sci , vol.181 , Issue.18 , pp. 3749-3765
    • Ghosh, A.1    Das, S.2    Chowdhury, A.3    Giri, R.4
  • 11
    • 80054000522 scopus 로고    scopus 로고
    • Self-adaptive differential evolution with multi-trajectory search for large-scale optimization
    • Nov
    • S.-Z. Zhao, P. N. Suganthan, and S. Das, "Self-adaptive differential evolution with multi-trajectory search for large-scale optimization," Soft Comput., vol. 15, no. 11, pp. 2175-2185, Nov. 2011.
    • (2011) Soft Comput , vol.15 , Issue.11 , pp. 2175-2185
    • Zhao, S.-Z.1    Suganthan, P.N.2    Das, S.3
  • 12
    • 75149113079 scopus 로고    scopus 로고
    • Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm
    • Apr
    • S. Das and S. Sil, "Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm," Inf. Sci., vol. 180, no. 8, pp. 1237-1256, Apr. 2010.
    • (2010) Inf. Sci , vol.180 , Issue.8 , pp. 1237-1256
    • Das, S.1    Sil, S.2
  • 13
    • 54949090814 scopus 로고    scopus 로고
    • Automatic clustering using an improved differential evolution algorithm
    • Jan
    • S. Das, A. Abraham, and A. Konar, "Automatic clustering using an improved differential evolution algorithm," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 1, pp. 218-237, Jan. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.1 , pp. 218-237
    • Das, S.1    Abraham, A.2    Konar, A.3
  • 14
    • 79953046890 scopus 로고    scopus 로고
    • A study on scale factor in distributed differential evolution
    • Jun
    • M. Weber, F. Neri, and V. Tirronen, "A study on scale factor in distributed differential evolution," Inf. Sci., vol. 181, no. 12, pp. 2488-2511, Jun. 2011.
    • (2011) Inf. Sci , vol.181 , Issue.12 , pp. 2488-2511
    • Weber, M.1    Neri, F.2    Tirronen, V.3
  • 15
    • 84864685316 scopus 로고    scopus 로고
    • Scale factor inheritance mechanism in distributed differential evolution
    • Sep
    • M. Weber, V. Tirronen, and F. Neri, "Scale factor inheritance mechanism in distributed differential evolution," Soft Comput., vol. 14, no. 11, pp. 1187-1207, Sep. 2010.
    • (2010) Soft Comput , vol.14 , Issue.11 , pp. 1187-1207
    • Weber, M.1    Tirronen, V.2    Neri, F.3
  • 16
    • 80053990412 scopus 로고    scopus 로고
    • Shuffle or update parallel differential evolution for large scale optimization
    • Nov
    • M.Weber, F. Neri, and V. Tirronen, "Shuffle or update parallel differential evolution for large scale optimization," Soft Comput., vol. 15, no. 11, pp. 2089-2107, Nov. 2011.
    • (2011) Soft Comput , vol.15 , Issue.11 , pp. 2089-2107
    • Weber, M.1    Neri, F.2    Tirronen, V.3
  • 18
    • 79953060187 scopus 로고    scopus 로고
    • Disturbed exploitation compact differential evolution for limited memory optimization problems
    • Jun
    • F. Neri, G. Iacca, and E. Mininno, "Disturbed exploitation compact differential evolution for limited memory optimization problems," Inf. Sci., vol. 181, no. 12, pp. 2469-2487, Jun. 2011.
    • (2011) Inf. Sci , vol.181 , Issue.12 , pp. 2469-2487
    • Neri, F.1    Iacca, G.2    Mininno, E.3
  • 19
    • 77951285978 scopus 로고    scopus 로고
    • Memetic compact differential evolution for Cartesian robot control
    • May
    • F. Neri and E. Mininno, "Memetic compact differential evolution for Cartesian robot control," IEEE Comput. Intell. Mag., vol. 5, no. 2, pp. 54-65, May 2010.
    • (2010) IEEE Comput. Intell. Mag , vol.5 , Issue.2 , pp. 54-65
    • Neri, F.1    Mininno, E.2
  • 21
    • 84874643830 scopus 로고    scopus 로고
    • Cellular differential evolution algorithm
    • N. Noman and H. Iba, "Cellular differential evolution algorithm," in Proc. AI - Adv. Artif. Intell., 2011, pp. 293-302.
    • (2011) Proc. AI - Adv. Artif. Intell , pp. 293-302
    • Noman, N.1    Iba, H.2
  • 22
    • 80051993787 scopus 로고    scopus 로고
    • Solving dynamic economic dispatch problems using cellular differential evolution
    • N. Noman and H. Iba, "Solving dynamic economic dispatch problems using cellular differential evolution," in Proc. IEEE Congr. Evol. Comput., 2011, pp. 2633-2640.
    • (2011) Proc. IEEE Congr. Evol. Comput , pp. 2633-2640
    • Noman, N.1    Iba, H.2
  • 23
    • 78149261297 scopus 로고    scopus 로고
    • Differential evolution algorithms with cellular populations
    • B. Dorronsoro and P. Bouvry, "Differential evolution algorithms with cellular populations," in Proc. 11th PPSN, 2010, pp. 320-330.
    • (2010) Proc. 11th PPSN , pp. 320-330
    • Dorronsoro, B.1    Bouvry, P.2
  • 24
    • 79955120451 scopus 로고    scopus 로고
    • CellularDE: A cellular based differential evolution for dynamic optimization problems
    • V. Noroozi, A. Hashemi, and M. Meybodi, "CellularDE: A cellular based differential evolution for dynamic optimization problems," in Proc. Adapt. Nat. Comput. Algorithms, 2011, pp. 340-349.
    • (2011) Proc. Adapt. Nat. Comput. Algorithms , pp. 340-349
    • Noroozi, V.1    Hashemi, A.2    Meybodi, M.3
  • 25
    • 79952008744 scopus 로고    scopus 로고
    • Improving classical and decentralized differential evolution with new mutation operator and population topologies
    • Feb
    • B. Dorronsoro and P. Bouvry, "Improving classical and decentralized differential evolution with new mutation operator and population topologies," IEEE Trans. Evol. Comput., vol. 15, no. 1, pp. 67-98, Feb. 2011.
    • (2011) IEEE Trans. Evol. Comput , vol.15 , Issue.1 , pp. 67-98
    • Dorronsoro, B.1    Bouvry, P.2
  • 26
    • 65749094710 scopus 로고    scopus 로고
    • Differential evolution using a neighborhood-based mutation operator
    • Jun
    • S. Das, A. Abraham, U. Chakraborty, and A. Konar, "Differential evolution using a neighborhood-based mutation operator," IEEE Trans. Evol. Comput., vol. 13, no. 3, pp. 526-553, Jun. 2009.
    • (2009) IEEE Trans. Evol. Comput , vol.13 , Issue.3 , pp. 526-553
    • Das, S.1    Abraham, A.2    Chakraborty, U.3    Konar, A.4
  • 28
    • 56549114142 scopus 로고    scopus 로고
    • Bare bones differential evolution
    • Jul
    • M. Omran, A. Engelbrecht, and A. Salman, "Bare bones differential evolution," Eur. J. Oper. Res., vol. 196, no. 1, pp. 128-139, Jul. 2009.
    • (2009) Eur. J. Oper. Res , vol.196 , Issue.1 , pp. 128-139
    • Omran, M.1    Engelbrecht, A.2    Salman, A.3
  • 29
    • 77952402048 scopus 로고    scopus 로고
    • Effect of spatial locality on an evolutionary algorithm for multimodal optimization
    • C. Chio, S. Cagnoni, C. Cotta, M. Ebner, A. Ekárt, A. Esparcia-Alcazar et al., Eds. Berlin, Germany: Springer-Verlag
    • K.-C. Wong, K.-S. Leung, and M.-H. Wong, "Effect of spatial locality on an evolutionary algorithm for multimodal optimization," in Applications of Evolutionary Computation., C. Chio, S. Cagnoni, C. Cotta, M. Ebner, A. Ekárt, A. Esparcia-Alcazar et al., Eds. Berlin, Germany: Springer-Verlag, 2010, pp. 481-490.
    • (2010) Applications of Evolutionary Computation , pp. 481-490
    • Wong, K.-C.1    Leung, K.-S.2    Wong, M.-H.3
  • 30
    • 84855661230 scopus 로고    scopus 로고
    • Learning-enhanced differential evolution for numerical optimization
    • Feb
    • Y. Cai, J. Wang, and J. Yin, "Learning-enhanced differential evolution for numerical optimization," Soft Comput., vol. 16, no. 2, pp. 303-330, Feb. 2012.
    • (2012) Soft Comput , vol.16 , Issue.2 , pp. 303-330
    • Cai, Y.1    Wang, J.2    Yin, J.3
  • 32
    • 0043268702 scopus 로고    scopus 로고
    • A trigonometric mutation operation to differential evolution
    • Sep
    • H. Fan and J. Lampinen, "A trigonometric mutation operation to differential evolution," J. Global Optim., vol. 27, no. 1, pp. 105-129, Sep. 2003.
    • (2003) J. Global Optim , vol.27 , Issue.1 , pp. 105-129
    • Fan, H.1    Lampinen, J.2
  • 33
    • 0037884730 scopus 로고    scopus 로고
    • A directed mutation operation for the differential evolution algorithm
    • H. Y. Fan and J. Lampinen, "A directed mutation operation for the differential evolution algorithm," Int. J. Ind. Eng., vol. 10, no. 1, pp. 6-15, 2003.
    • (2003) Int. J. Ind. Eng , vol.10 , Issue.1 , pp. 6-15
    • Fan, H.Y.1    Lampinen, J.2
  • 34
    • 55749096577 scopus 로고    scopus 로고
    • Exploring new learning strategies in differential evolution algorithm
    • Y. X.Wang and Q. L. Xiang, "Exploring new learning strategies in differential evolution algorithm," in Proc. IEEE Congr. Evol. Comput., 2008, pp. 204-209.
    • (2008) Proc. IEEE Congr. Evol. Comput , pp. 204-209
    • Wang, X.Y.1    Xiang, Q.L.2
  • 35
    • 34248197886 scopus 로고    scopus 로고
    • Differential evolution algorithms using hybrid mutation
    • DOI 10.1007/s10589-007-9014-3
    • P. Kaelo and M. Ali, "Differential evolution algorithms using hybrid mutation," Comput. Optim. Appl., vol. 37, no. 2, pp. 231-246, Jun. 2007. (Pubitemid 46709794)
    • (2007) Computational Optimization and Applications , vol.37 , Issue.2 , pp. 231-246
    • Kaelo, P.1    Ali, M.M.2
  • 36
    • 79960099638 scopus 로고    scopus 로고
    • Classification-based self-adaptive differential evolution with fast and reliable convergence performance
    • Aug
    • X. J. Bi and J. Xiao, "Classification-based self-adaptive differential evolution with fast and reliable convergence performance," Soft Comput., vol. 15, no. 8, pp. 1581-1599, Aug. 2011.
    • (2011) Soft Comput , vol.15 , Issue.8 , pp. 1581-1599
    • Bi, X.J.1    Xiao, J.2
  • 37
    • 33750270233 scopus 로고    scopus 로고
    • Incorporating directional information within a differential evolution algorithm for multi-objective optimization
    • A. Iorio and X. Li, "Incorporating directional information within a differential evolution algorithm for multi-objective optimization," in Proc. 8th Annu. Conf. Genetic Evol. Comput., 2006, pp. 691-698.
    • (2006) Proc. 8th Annu. Conf. Genetic Evol. Comput , pp. 691-698
    • Iorio, A.1    Li, X.2
  • 38
    • 55749105268 scopus 로고    scopus 로고
    • Self-adaptive multi-objective differential evolution with direction information provided by archived inferior solutions
    • J. Zhang and A. C. Sanderson, "Self-adaptive multi-objective differential evolution with direction information provided by archived inferior solutions," in Proc. IEEE Congr. Evol. Comput., 2008, pp. 2801-2810.
    • (2008) Proc. IEEE Congr. Evol. Comput , pp. 2801-2810
    • Zhang, J.1    Sanderson, A.C.2
  • 39
    • 67650656206 scopus 로고    scopus 로고
    • SRDE: An improved differential evolution based on stochastic ranking
    • J. Liu, Z. Fan, and E. Goodman, "SRDE: An improved differential evolution based on stochastic ranking," in Proc. 1st ACM/SIGEVO, 2009, pp. 345-352.
    • (2009) Proc. 1st ACM/SIGEVO , pp. 345-352
    • Liu, J.1    Fan, Z.2    Goodman, E.3
  • 40
    • 72749107959 scopus 로고    scopus 로고
    • SRaDE: An adaptive differential evolution based on stochastic ranking
    • J. Liu, Z. Fan, and E. Goodman, "SRaDE: An adaptive differential evolution based on stochastic ranking," in Proc. 11th Annu. Conf. Genetic Evol. Comput., 2009, pp. 1871-1872.
    • (2009) Proc. 11th Annu. Conf. Genetic Evol. Comput , pp. 1871-1872
    • Liu, J.1    Fan, Z.2    Goodman, E.3
  • 41
    • 27144498157 scopus 로고    scopus 로고
    • A numerical study of some modified differential evolution algorithms
    • DOI 10.1016/j.ejor.2004.08.047, PII S037722170500281X
    • P. Kaelo and M. Ali, "A numerical study of some modified differential evolution algorithms," Eur. J. Oper. Res., vol. 169, no. 3, pp. 1176-1184, Mar. 2006. (Pubitemid 41492039)
    • (2006) European Journal of Operational Research , vol.169 , Issue.3 , pp. 1176-1184
    • Kaelo, P.1    Ali, M.M.2
  • 42
    • 84864850885 scopus 로고    scopus 로고
    • Improving differential evolution algorithm by synergizing different improvement mechanisms
    • Jul
    • M. Ali and M. Pant, "Improving differential evolution algorithm by synergizing different improvement mechanisms," ACM Trans. Auton. Adapt. Syst., vol. 7, no. 2, pp. 20:1-20:32, Jul. 2012.
    • (2012) ACM Trans. Auton. Adapt. Syst , vol.7 , Issue.2 , pp. 201-2032
    • Ali, M.1    Pant, M.2
  • 43
    • 80052006444 scopus 로고    scopus 로고
    • An adaptive differential evolution with unsymmetrical mutation
    • E. Shi, F. Leung, and J. Lai, "An adaptive differential evolution with unsymmetrical mutation," in Proc. IEEE Congr. Evol. Comput., 2011, pp. 1879-1886.
    • (2011) Proc. IEEE Congr. Evol. Comput , pp. 1879-1886
    • Shi, E.1    Leung, F.2    Lai, J.3
  • 44
    • 78650728492 scopus 로고    scopus 로고
    • A new differential mutation base generator for differential evolution
    • Jan
    • C. Lin, A. Qing, and Q. Feng, "A new differential mutation base generator for differential evolution," J. Global Optim., vol. 49, no. 1, pp. 69-90, Jan. 2011.
    • (2011) J. Global Optim , vol.49 , Issue.1 , pp. 69-90
    • Lin, C.1    Qing, A.2    Feng, Q.3
  • 45
    • 80055054640 scopus 로고    scopus 로고
    • Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima
    • Jan
    • L. Liu, S. Yang, and D. Wang, "Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima," Inf. Sci., vol. 182, no. 1, pp. 139-155, Jan. 2012.
    • (2012) Inf. Sci , vol.182 , Issue.1 , pp. 139-155
    • Liu, L.1    Yang, S.2    Wang, D.3
  • 47
    • 67349254131 scopus 로고    scopus 로고
    • Optimal contraction theorem for exploration-exploitation tradeoff in search and optimization
    • May
    • J. Chen, B. Xin, Z. Peng, L. Dou, and J. Zhang, "Optimal contraction theorem for exploration-exploitation tradeoff in search and optimization," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 39, no. 3, pp. 680-691, May 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.39 , Issue.3 , pp. 680-691
    • Chen, J.1    Xin, B.2    Peng, Z.3    Dou, L.4    Zhang, J.5
  • 48
    • 62549089098 scopus 로고    scopus 로고
    • Super-fit control adaptation in memetic differential evolution frameworks
    • Mar
    • A. Caponio, F. Neri, and V. Tirronen, "Super-fit control adaptation in memetic differential evolution frameworks," Soft Comput., vol. 13, no. 8/9, pp. 811-831, Mar. 2009.
    • (2009) Soft Comput , vol.13 , Issue.8-9 , pp. 811-831
    • Caponio, A.1    Neri, F.2    Tirronen, V.3
  • 49
    • 84855440057 scopus 로고    scopus 로고
    • Ockham's razor in memetic computing: Three stage optimal memetic exploration
    • Apr
    • G. Iacca, F. Neri, E. Mininno, Y. S. Ong, and M. H. Lim, "Ockham's razor in memetic computing: Three stage optimal memetic exploration," Inf. Sci., vol. 188, no. 1, pp. 17-43, Apr. 2012.
    • (2012) Inf. Sci , vol.188 , Issue.1 , pp. 17-43
    • Iacca, G.1    Neri, F.2    Mininno, E.3    Ong, Y.S.4    Lim, M.H.5
  • 51
    • 0011845298 scopus 로고    scopus 로고
    • Convergence controlled variation
    • R. Belew and M. Vose, Eds. SanMateo, CA, USA: Morgan Kaufmann
    • L. J. Eshelman, K. E. Mathias, and J. D. Schaffer, "Convergence controlled variation," in Foundations of Genetic Algorithms 4, R. Belew and M. Vose, Eds. SanMateo, CA, USA: Morgan Kaufmann, 1997, pp. 203-224.
    • (1997) Foundations of Genetic Algorithms 4 , pp. 203-224
    • Eshelman, L.J.1    Mathias, K.E.2    Schaffer, J.D.3
  • 53
    • 40249090398 scopus 로고    scopus 로고
    • Accelerating differential evolution using an adaptive local search
    • DOI 10.1109/TEVC.2007.895272
    • N. Noman and H. Iba, "Accelerating differential evolution using an adaptive local search," IEEE Trans. Evol. Comput., vol. 12, no. 1, pp. 107-125, Feb. 2008. (Pubitemid 351330335)
    • (2008) IEEE Transactions on Evolutionary Computation , vol.12 , Issue.1 , pp. 107-125
    • Noman, N.1    Iba, H.2
  • 54
    • 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. Boskovic, M. Mernik, and V. Zumer, "Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems," IEEE Trans. Evol. Comput., vol. 10, no. 6, 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
  • 56
    • 70349860273 scopus 로고    scopus 로고
    • JADE: Adaptive differential evolution with optional external archive
    • Oct
    • J. Zhang and A. Sanderson, "JADE: Adaptive differential evolution with optional external archive," IEEE Trans. Evol. Comput., vol. 13, no. 5, pp. 945-958, Oct. 2009.
    • (2009) IEEE Trans. Evol. Comput , vol.13 , Issue.5 , pp. 945-958
    • Zhang, J.1    Sanderson, A.2
  • 57
    • 59649083826 scopus 로고    scopus 로고
    • Differential evolution algorithm with strategy adaptation for global numerical optimization
    • Apr
    • A. Qin, V. Huang, and P. Suganthan, "Differential evolution algorithm with strategy adaptation for global numerical optimization," IEEE Trans. Evol. Comput., vol. 13, no. 2, pp. 398-417, Apr. 2009.
    • (2009) IEEE Trans. Evol. Comput , vol.13 , Issue.2 , pp. 398-417
    • Qin, A.1    Huang, V.2    Suganthan, P.3
  • 58
    • 79952003746 scopus 로고    scopus 로고
    • Differential evolution with composite trial vector generation strategies and control parameters
    • Feb
    • Y. Wang, Z. Cai, and Q. Zhang, "Differential evolution with composite trial vector generation strategies and control parameters," IEEE Trans. Evol. Comput., vol. 15, no. 1, pp. 55-66, Feb. 2011.
    • (2011) IEEE Trans. Evol. Comput , vol.15 , Issue.1 , pp. 55-66
    • Wang, Y.1    Cai, Z.2    Zhang, Q.3
  • 59
    • 84859002368 scopus 로고    scopus 로고
    • An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization
    • Apr
    • S. M. Islam, S. Das, S. Ghosh, S. Roy, and P. N. Suganthan, "An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 2, pp. 482-500, Apr. 2012.
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.42 , Issue.2 , pp. 482-500
    • Islam, S.M.1    Das, S.2    Ghosh, S.3    Roy, S.4    Suganthan, P.N.5
  • 60
    • 64549120231 scopus 로고    scopus 로고
    • A study of statistical techniques and performance measures for genetics-based machine learning: Accuracy and interpretability
    • Apr
    • S. García, A. Fernández, J. Luengo, and F. Herrera, "A study of statistical techniques and performance measures for genetics-based machine learning: Accuracy and interpretability," Soft Comput., vol. 13, no. 10, pp. 959-977, Apr. 2009.
    • (2009) Soft Comput , vol.13 , Issue.10 , pp. 959-977
    • García, S.1    Fernández, A.2    Luengo, J.3    Herrera, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.