Designing neural networks using hybrid particle swarm optimization

Lecture Notes in Computer Science

Volumn 3496, Issue I, 2005, Pages 391-397

  Liu, Bo ^a   Wang, Ling ^a   Jin, Yihui ^a   Huang, Dexian ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CHAOS THEORY; COMPUTER SCIENCE; EVOLUTIONARY ALGORITHMS; FEEDFORWARD NEURAL NETWORKS; MATHEMATICAL OPERATORS; MULTILAYER NEURAL NETWORKS; OPTIMIZATION;

CHAOTIC LOCAL SEARCH (CLS); DIFFERENTIAL EVOLUTION (DE); PARTICLE SWARM OPTIMIZATION (PSO); PSO OPERATORS;

NEURAL NETWORKS;

EID: 24944538479     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427391_62     Document Type: Conference Paper

References (7)

1. Yao, X.: Evolving Artificial Neural Networks. Proceedings of the IEEE, 87 (1999) 1423-1447
2. Wang, L.: Intelligent Optimization Algorithms with Applications. Tsinghua University & Springer Press, Beijing (2001)
3. Kennedy, J., Eberhart, R.C., Shi, Y.: Swarm Intelligence. Morgan Kaufmann Publishers, San Francisco (2001)
4. Storn, R., Price, K.: Differential Evolution: A Simple and Efficient Adaptive Scheme for Global Optimization over Continuous Spaces. Technical report, TR-95-012, International Computer Science Institute, Berkley 1995
5. Li, B., Jiang, WS.: Optimizing Complex Functions by Chaos Search. Cybernetics and Systems, 29 (1998) 409-419
6. Wang, L., Zheng, D.Z., Lin, Q.S.: Survey on Chaotic Optimization Methods. Computing Technology and Automation, 20 (2001) 1-5
7. Blake, C., Keogh, E., Merz, C.J.: UCI Repository of Machine Learning Databases, http://www.ics.uci.edu/~mlearn/MLRepository.html. University of California, Irvine, Dept. of Information and Computer Sciences, 1998