Application of neural network based on particle swarm algorithm for the results of the students

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn , Issue , 2010, Pages 1218-1221

  Zhang, Wen Ying ^a   Peng, Xiu Yan ^a   Tang, Mo ^a  

^a HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Models; Neural networks; Particle swarm optimization (PSO); Prediction; Students

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; BP ALGORITHM; COLLEGE STUDENTS; ERROR PRECISION; INFLUENCING FACTOR; NUMBER OF ITERATIONS; PARTICLE SWARM ALGORITHM; PARTICLE SWARM OPTIMIZATION ALGORITHM; PREDICTION; PREDICTION MODEL; PREDICTION SYSTEMS;

ALGORITHMS; BACKPROPAGATION; FORECASTING; INTELLIGENT CONTROL; MATHEMATICAL MODELS; NEURAL NETWORKS; STUDENTS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 77958116796     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2010.5554508     Document Type: Conference Paper

References (6)

1. R.C. Eberhart, and J. Kennedy, "A new optimizer using particle swarm theory," Proceedings of the Sixth International Symposium on Micro Machine and Human Science, Japan: Nagoya, 1995, pp. 39-43.
2. Hsuan-Ming Feng, "Self-generation RBFNs using evolutional PSO learning," Neurocomputing, vol. 70, pp. 241-251, December 2006.
3. B.B. Misra, S. Dehuri, P.K. Dash, and G. Panda, "A reduced and comprehensible polynomial neural network for classification," Pattern Recognition Letters, vol. 29, pp. 1705-1712, 2008.
4. Fengqin Yang, Tieli Sun, and Changhai Zhang, "An efficient hybrid data clustering method based on K-harmonic means and Particle Swarm Optimization," Expert Systemwith Applications, Vol. 36, pp. 9847-9852, 2009.
5. Chen Debao, and Zhao Chunxia, "Particle swarm optimization with adaptive population size and its application," Applied Soft Computing, vol. 9, pp. 39-48, 2009.
6. K.W. Chau, "Application of a PSO-based neural network in analysis of outcomes of construction claims," Automation in Construction, vol. 16, pp. 642-646, August 2007.