DE and NLP based QPLS algorithm

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

Volumn 4682 LNAI, Issue , 2007, Pages 584-592

  Yu, Xiaodong ^a   Huang, Dexian ^a   Wang, Xiong ^a   Liu, Bo ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Application; DE; NLP; QPLS

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTATIONAL METHODS; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION; PARAMETER ESTIMATION; QUADRATIC PROGRAMMING;

COMPUTATIONAL COSTS; DIFFERENTIAL EVOLUTION (DE); QUADRATIC PARTIAL LEAST SQUARES (QPLS);

EVOLUTIONARY ALGORITHMS;

EID: 38049055872     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74205-0_63     Document Type: Conference Paper

References (18)

1. Wold, S., Wold, N.K., Skagerberg, B.: Nonlinear PLS Modeling. In Chemometrics Int. Lab. System. 11(7) (1989) 53-65
2. Wold, S.: Nonlinear Partial Least Square Modeling (□) Spline Inner Function. In Chemometrics Int. Lab. System. 14 (1) (1992) 71-84
3. Qin, S.J., McAvoy, T.J.: Nonlinear PLS Modeling using Neural Networks. In Comput. Chem. Eng. 16(4) (1992) 379-391
4. Baffi, G., Martin, E.B., Morris, A.J.: Non-linear Projection to Latent Structures Revisited (the Neural Network PLS Algorithm). In Comput. Chem. Eng. 23 (1999) 1293-1307
5. Yoon, H.B., Chang, K.Y., Lee, I.: Nonlinear PLS Modeling with Fuzzy Inference System. In Chemometrics Int. Lab. System.. 64(2) (2003) 137-155
6. Baffi, G., Martin, E.B., Morris, A.J.: Non-linear Projection to Latent Structures Revisited: the Quadratic PLS Algorithm. In Comput. Chem. Eng. 23 (1999) 395-411
7. Ling, Tu., Tian, X.: Quadratic PLS Algorithm Based on Nonlinear Programming. In Control Engineering of China. 11 (supplement) (2004) 117-119
8. Storn, R., Price, K.: Differential Evolution - A Simple Evolution Strategy for Fast Optimization. In Dr. Dobb's Journal. 22 (4) (1997) 18-24
9. Lampinen, J.: A Bibliography of Differential Evolution Algorithm, http://www.lut.fi/~jlampine/debiblio.htm, 2002
10. Liu, B., Wang, L., Jin, Y.H.: Advances in Particle Swarm Optimization Algorithm. In Control and Instruments in Chemical Industry. 32(3) (2005) 1-6
11. Liu, B., Wang, L., Jin, Y.H.: Advances in Differential Evolution. In Control and Decision, (in press)
12. Wang, G., Li, X.: Nonlinear Programming Algorithm and Its Convergence Rate Analysis. In Chinese Quarterly Journal of Mathematics. 13(1) (1998) 8-13
13. Fang, Q., Cheng, D., Yu, H.: Eugenic Strategy and its Application to Chemical Engineering. In Journal of Chemical Industry and Engineering (China). 55(4)(2004) 598-602
14. Storn, R.: On the Usage of Differential Evolution for Function Optimization. In Proceedings of Biennial Conference of the North American. (1996) 519-523
15. Cheng, S., Hwang, C.: Optimal Approximation of Linear Systems by a Differential Evolution Algorithm. In IEEE Transactions on Systems, Man and Cybernetics, Part A. 31(6) (2001) 698-707
16. Shi, R., Pan, L.: Modified Method of Nonlinear PLS and its Application-Based on Chebyshev Polynomial. In Control Engineering of China. 10(6) (2003) 506-508
17. Fu, L., Wang, H.: A Comparative Research of Polynomial Regression Modeling Method. In Application of Statistics and Management. 23(1) (2004) 48-52
18. Zhang, J., Yang, X.H.: Multivariate Statistical Process Control. The Chemical Industry Press. (2000)