메뉴 건너뛰기




Volumn 4617 LNAI, Issue , 2007, Pages 318-329

Artificial Bee Colony (ABC) optimization algorithm for training feed-forward neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; EVOLUTIONARY ALGORITHMS; FEEDFORWARD NEURAL NETWORKS; SET THEORY;

EID: 37249054534     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73729-2_30     Document Type: Conference Paper
Times cited : (437)

References (37)
  • 2
    • 4444378339 scopus 로고    scopus 로고
    • Evolving neural network using real coded genetic algorithm (GA) for multispectral image classification
    • Liu, Z., Liu, A., Wang, C., Niu, Z.: Evolving neural network using real coded genetic algorithm (GA) for multispectral image classification. Future Generation Computer Systems 20, 1119-1129 (2004)
    • (2004) Future Generation Computer Systems , vol.20 , pp. 1119-1129
    • Liu, Z.1    Liu, A.2    Wang, C.3    Niu, Z.4
  • 4
    • 37249089567 scopus 로고    scopus 로고
    • Whitley, D., Starkweather, T., Bogart, C.: Genetic algorithms and neural networks: Optimizing connections and connectivity. Techn. Rep. CS 89-117, Department of Computer Science, Colorado State University (1989)
    • Whitley, D., Starkweather, T., Bogart, C.: Genetic algorithms and neural networks: Optimizing connections and connectivity. Techn. Rep. CS 89-117, Department of Computer Science, Colorado State University (1989)
  • 6
    • 84858491833 scopus 로고    scopus 로고
    • Weiß, G.: Combining neural and evolutionary learning: Aspects and approaches. Techn. Rep. FKI-132-90. Institut fur Informatik, Technische Universit at Munchen (1990)
    • Weiß, G.: Combining neural and evolutionary learning: Aspects and approaches. Techn. Rep. FKI-132-90. Institut fur Informatik, Technische Universit at Munchen (1990)
  • 7
    • 18844433695 scopus 로고
    • Towards the synthesis of neural and evolutionary learning
    • Omidvar, O, ed, ch. 5, Ablex, Norwood, NJ
    • Weiß, G.: Towards the synthesis of neural and evolutionary learning. In: Omidvar, O. (ed.) Progress in neural networks, ch. 5, vol. 5, Ablex, Norwood, NJ (1993)
    • (1993) Progress in neural networks , vol.5
    • Weiß, G.1
  • 8
    • 2342578592 scopus 로고
    • Artificial neural nets and genetic algorithms
    • Albrecht, R.F, Reeves, C.R, Steele, N.C, eds, Austria. Springer, Heidelberg
    • Albrecht, R.F., Reeves, C.R., Steele, N.C. (eds.): Artificial neural nets and genetic algorithms. In: Proceedings of the International Conference in Innsbruck, Austria. Springer, Heidelberg (1993)
    • (1993) Proceedings of the International Conference in Innsbruck
  • 9
    • 0002593198 scopus 로고
    • Genetic algorithms and their applications to the design of neural networks
    • Jones, A.J.: Genetic algorithms and their applications to the design of neural networks. Neural Computing δ Applications 1, 32-45 (1993)
    • (1993) Neural Computing δ Applications , vol.1 , pp. 32-45
    • Jones, A.J.1
  • 10
    • 1442304902 scopus 로고    scopus 로고
    • A Genetic Algorithm Based Variable Structure Neural Network, Industrial Electronics Society, 2003
    • Ling, S.H., Lam, H.K., Leung, F.H.F., Lee, Y.S.: A Genetic Algorithm Based Variable Structure Neural Network, Industrial Electronics Society, 2003. In: IECON '03. The 29th Annual Conference of the IEEE, vol. 1, pp. 436-441 (2003)
    • (2003) IECON '03. The 29th Annual Conference of the IEEE , vol.1 , pp. 436-441
    • Ling, S.H.1    Lam, H.K.2    Leung, F.H.F.3    Lee, Y.S.4
  • 11
    • 0026397496 scopus 로고
    • Optimization and Training of Feedforward Neural Networks By Genetic Algorithms, Artificial Neural Networks, 1991
    • November 18-20
    • Marshall, S.J., Harrison, R.F.: Optimization and Training of Feedforward Neural Networks By Genetic Algorithms, Artificial Neural Networks, 1991. In: Second International Conference on, November 18-20, 1991, pp. 39-43 (1991)
    • (1991) Second International Conference on , pp. 39-43
    • Marshall, S.J.1    Harrison, R.F.2
  • 12
    • 84901394547 scopus 로고    scopus 로고
    • Verma, B., Ghosh, R.: A novel evolutionary neural learning algorithm, Evolutionary Computation, 2002. In: CEC '02. Proceedings of the 2002 Congress on 2, pp. 1884-1889 (2002)
    • Verma, B., Ghosh, R.: A novel evolutionary neural learning algorithm, Evolutionary Computation, 2002. In: CEC '02. Proceedings of the 2002 Congress on vol. 2, pp. 1884-1889 (2002)
  • 13
    • 34147124469 scopus 로고    scopus 로고
    • An Improved Genetic Algorithm and Its Application in Artificial Neural Network, Information, Communications and Signal Processing, 2005
    • December 06-09
    • Gao, Q., Lei, K.Q.Y., He, Z.: An Improved Genetic Algorithm and Its Application in Artificial Neural Network, Information, Communications and Signal Processing, 2005. In: Fifth International Conference on, December 06-09, 2005, pp. 357-360 (2005)
    • (2005) Fifth International Conference on , pp. 357-360
    • Gao, Q.1    Lei, K.Q.Y.2    He, Z.3
  • 14
    • 0027653233 scopus 로고
    • Evolutionary artificial neural networks
    • Yao, X.: Evolutionary artificial neural networks. International Journal of Neural Systems 4(3), 203-222 (1993)
    • (1993) International Journal of Neural Systems , vol.4 , Issue.3 , pp. 203-222
    • Yao, X.1
  • 17
    • 33144466864 scopus 로고    scopus 로고
    • Tuning the Structure and Parameters of a Neural Network by Using Hybrid Taguchi-Genetic Algorithm
    • Tsai, J.T., Chou, J.H., Liu, T.K.: Tuning the Structure and Parameters of a Neural Network by Using Hybrid Taguchi-Genetic Algorithm. IEEE Transactions on Neural Networks 17(1) (2006)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.1
    • Tsai, J.T.1    Chou, J.H.2    Liu, T.K.3
  • 20
    • 0002345372 scopus 로고    scopus 로고
    • Cooperative learning in neural networks using particle swarm optimizers
    • Van der Bergh, F., Engelbrecht, A.: Cooperative learning in neural networks using particle swarm optimizers. South African Computer Journal 26, 84-90 (2000)
    • (2000) South African Computer Journal , vol.26 , pp. 84-90
    • Van der Bergh, F.1    Engelbrecht, A.2
  • 21
    • 0033703440 scopus 로고    scopus 로고
    • Global optimization algorithms for training product unit neural networks
    • IEEE Computer Society, Los Alamitos, CA
    • Ismail, A., Engelbrecht, A.: Global optimization algorithms for training product unit neural networks, In: International Joint Conference on Neural Networks IJCNN 2000, vol. 1, pp. 132-137. IEEE Computer Society, Los Alamitos, CA (2000)
    • (2000) International Joint Conference on Neural Networks IJCNN , vol.1 , pp. 132-137
    • Ismail, A.1    Engelbrecht, A.2
  • 23
    • 33646733849 scopus 로고    scopus 로고
    • Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training
    • Meissner, M., Schmuker, M., Schneider, G.: Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training. BMC Bioinformatics 7, 125 (2006)
    • (2006) BMC Bioinformatics , vol.7 , pp. 125
    • Meissner, M.1    Schmuker, M.2    Schneider, G.3
  • 24
    • 0043268702 scopus 로고    scopus 로고
    • A Trigonometric Mutation Operation to Differential Evolution
    • Fan, H., Lampinen, J.: A Trigonometric Mutation Operation to Differential Evolution. Journal of Global Optimization 27, 105-129 (2003)
    • (2003) Journal of Global Optimization , vol.27 , pp. 105-129
    • Fan, H.1    Lampinen, J.2
  • 25
    • 37249081006 scopus 로고    scopus 로고
    • Ilonen, J, Kamarainen, J.I, Lampinen, J, Differential Evolution Training Algorithm for Feed-Forward Neural Networks
    • Ilonen, J., Kamarainen, J.I., Lampinen, J.: Differential Evolution Training Algorithm for Feed-Forward Neural Networks
  • 28
    • 37249028999 scopus 로고    scopus 로고
    • Neural Network Training with Constrained Integer Weights, Evolutionary Computation, 1999
    • Congress
    • Plagianakos, V.P., Vrahatis, M.N.: Neural Network Training with Constrained Integer Weights, Evolutionary Computation, 1999. In: CEC 99. Proceedings of the 1999 Congress, vol. 3, p. 2013 (1999)
    • (1999) CEC 99. Proceedings of the , vol.3 , pp. 2013
    • Plagianakos, V.P.1    Vrahatis, M.N.2
  • 29
    • 37249078501 scopus 로고    scopus 로고
    • Training Radial Basis Function Networks with Differential Evolution, Granular Computing, 2006
    • May 10-12
    • Yu, B., He, X.: Training Radial Basis Function Networks with Differential Evolution, Granular Computing, 2006. In: IEEE International Conference on, May 10-12, 2006, pp. 369-372 (2006)
    • (2006) IEEE International Conference on , pp. 369-372
    • Yu, B.1    He, X.2
  • 30
    • 0031143030 scopus 로고    scopus 로고
    • A New Evolutionary System for Evolving Artificial Neural Networks
    • Yao, X., Liu, Y.: A New Evolutionary System for Evolving Artificial Neural Networks. IEEE Transactions on Neural Networks 8(3), 694-713 (1997)
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 694-713
    • Yao, X.1    Liu, Y.2
  • 32
    • 37249017331 scopus 로고    scopus 로고
    • A New Self-Adaptive EP Approach for ANN Weights Training
    • Barcelona, Spain, October 22-24
    • Davoian, K., Lippe, W.: A New Self-Adaptive EP Approach for ANN Weights Training, Enformatika Transactions on Engineering, Computing and Technology, Barcelona, Spain, October 22-24, 2006, vol. 15, pp. 109-114 (2006)
    • (2006) Enformatika Transactions on Engineering, Computing and Technology , vol.15 , pp. 109-114
    • Davoian, K.1    Lippe, W.2
  • 33
    • 0030658717 scopus 로고    scopus 로고
    • Leung, C., Member, Chow, W.S.: A Hybrid Global Learning Algorithm Based on Global Search and Least Squares Techniques for Backpropagation Networks, Neural Networks,1997. In: International Conference on, 3, pp. 1890-1895 (1997)
    • Leung, C., Member, Chow, W.S.: A Hybrid Global Learning Algorithm Based on Global Search and Least Squares Techniques for Backpropagation Networks, Neural Networks,1997. In: International Conference on, vol. 3, pp. 1890-1895 (1997)
  • 34
    • 37249052118 scopus 로고    scopus 로고
    • Karaboga, D.: An Idea Based On Honey Bee Swarm For Numerical Optimization, Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department (2005)
    • Karaboga, D.: An Idea Based On Honey Bee Swarm For Numerical Optimization, Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department (2005)
  • 35
    • 37249039513 scopus 로고    scopus 로고
    • An Artificial Bee Colony (ABC) Algorithm for Numeric function Optimization
    • Indianapolis, Indiana, USA
    • Bastürk, B., Karaboga, D.: An Artificial Bee Colony (ABC) Algorithm for Numeric function Optimization. In: IEEE Swarm Intelligence Symposium, May 1214, 2006, Indianapolis, Indiana, USA (2006)
    • (2006) IEEE Swarm Intelligence Symposium, May , vol.1214
    • Bastürk, B.1    Karaboga, D.2
  • 36
    • 0028573423 scopus 로고
    • Neural Networks and Evolutionary Computation. Parti: Hybrid Approaches in Artificial Intelligence
    • Weiß, G.: Neural Networks and Evolutionary Computation. Parti: Hybrid Approaches in Artificial Intelligence. In: International Conference on Evolutionary Computation, pp. 268-272 (1994)
    • (1994) International Conference on Evolutionary Computation , pp. 268-272
    • Weiß, G.1
  • 37
    • 0003578240 scopus 로고
    • An empirical study of learning speed in back-propagation networks
    • Technical Report CMU-CS-88-162, Carnegie Mellon University, Pittsburgh, PA 15213 September
    • Fahlman, S.: An empirical study of learning speed in back-propagation networks, Technical Report CMU-CS-88-162, Carnegie Mellon University, Pittsburgh, PA 15213 (September 1988)
    • (1988)
    • Fahlman, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.