Time series prediction using LS-SVM with particle swarm optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3972 LNCS, Issue , 2006, Pages 747-752

  Wang, Xiaodong ^a   Zhang, Haoran ^a   Zhang, Changjiang ^a   Cai, Xiushan ^a   Wang, Jinshan ^a   Ye, Meiying ^a  

^a ZHEJIANG NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; LEAST SQUARES APPROXIMATIONS; MULTILAYERS; NEURAL NETWORKS; OPTIMIZATION; VECTORS;

LEAST SQUARES SUPPORT VECTOR MACHINE (LS-SVM); MULTILAYER PERCEPTRON (MLP); PARTICLE SWARM OPTIMIZATION (PSO);

TIME SERIES ANALYSIS;

EID: 33745912983     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11760023_110     Document Type: Conference Paper

References (6)

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3. Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. In: Proc. IEEE Int. Conf. Neural Networks. Volume IV, IEEE Service Center (1995) 1942-1948
4. Kennedy, J., Eberhart, R.C., Shi, Y.: Swarm Intelligence. San Francisco: Morgan Kaufmann Publishers (2001)
5. Eberhart, R.C., Shi, Y.: Particle Swarm Optimization: Developments, Applications and Resources. In: Proc. Congress on Evolutionary Computation (2001) 81-86
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