Application of particle swarm optimization based BP neural network on engineering project risk evaluating

Proceedings - Third International Conference on Natural Computation, ICNC 2007

Volumn 1, Issue , 2007, Pages 750-754

  Chang, Chun Guang ^a   Wang, Ding Wei ^b   Liu, Ya Chen ^a   Qi, Bao Ku ^a  

^a SHENYANG JIANZHU UNIVERSITY   (China)

^b NORTHEASTERN UNIVERSITY

Author keywords

[No Author keywords available]

Indexed keywords

ENGINEERING PROJECT; RISK EVALUATION; TRAINING SPEED;

BACKPROPAGATION ALGORITHMS; GLOBAL OPTIMIZATION; LARGE SCALE SYSTEMS; NONLINEAR ANALYSIS; PROJECT MANAGEMENT;

NEURAL NETWORKS;

EID: 38049049346     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2007.259     Document Type: Conference Paper

References (10)

1. Gross B., "Neural network and neural intelligence", Massachusetts institute of technology MIT Press, Massachusettes, pp. 21-59,1988.
2. Dingwei Wang, Chunguang Chang, Kunyuan Hu, Wei Liu, "Study on case retrieving technique based on multichaotic BP neural network", Journal of systems engineering, Vol 20, No. 4, pp. 410-418, Aug. 2005. (in Chinese).
3. Keping Li, Tianlun Chen, " Prediction of noisy time series using chaotic neural network", Acta scientiarum naturalium universitatis Nankaiensis, Vol. 34, No.3, pp. 28-31, Jun. 2001 (in Chinese).
4. Liping Zhang, Huangjun Yu, Dezhao Chen et al, "Analysis and improvement of particle swarm optimization algorithm", Information and control, Vol 33, No.5, pp. 513-517, Oct.2004 (in Chinese).
5. Hao Pan, Qinglan Hou, "A BP neural networks learning algorithm research based on particle swarm optimizer", Computer engineering and application, Vol 16, pp. 41-43, Aug. 2006(in Chinese).
6. Siqing Sheng, Xianzhi Wang, "Loss calculation of distribution system based on particle swarm optimization algorithm in ANN", Relay, Vol 34, No. 10, pp. 73-77, May.2006 (in Chinese).
7. Kennedy J, Eberhart R, "Particle swarm optimization", IEEE int. Conf. on neural networks, Piscataway: IEEE service center, pp. 1942-1948, Aug.1995.
8. Eberhart R, Kennedy J, "A new optimizer using particle swarm theory", Proc. on Int. symposium on micro machine and human science, Piscataway: IEEE Service Center, pp. 1942-1948, Aug.1995.
9. Kennedy J, "The particle swarm: social adaptation of knowledge " , IEEE int. Conf. on evolutionary computation, Piscataway: IEEE service center, pp. 303-308, Aug. 1997.
10. Junwei Wang, Dingwei Wang, "Experiments and analysis on inertia weight in particle swarm optimization", Journal of systems engineering, Vol 20, No. 2, pp. 194-198, Apr. 2005 (in Chinese).