Design and application of support vector regression algorithm based on ant colony optimization

Proceedings of the 2009 International Conference on Computational Intelligence and Natural Computing, CINC 2009

Volumn , Issue 2, 2009, Pages 182-185

  Han, Zhen Yu ^a   Lian, Ming ^a   Fu, Hong Ya ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Ant colony optimization; Error compensation; Non linear fitting; Support vector regression

Indexed keywords

ANT COLONY ALGORITHMS; ANT COLONY OPTIMIZATION; COMPENSATION ALGORITHM; CUBIC SPLINE; DATA FITTINGS; DESIGN AND APPLICATION; FITTING ALGORITHMS; FITTING RESULTS; HIGH DIMENSIONS; KERNEL FUNCTION; LEAST MEAN SQUARES; MOTION CONTROL CARD; NON-LINEAR; NON-LINEAR FITTING; PEAK VALUES; PENALTY PARAMETERS; POLYNOMIAL FITTINGS; REAL TIME; SHAFTING SYSTEM; SUPPORT VECTOR REGRESSION; SUPPORT VECTOR REGRESSIONS; THREE PARAMETERS;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; ELECTRIC IMPEDANCE; MACHINERY; OPTIMIZATION; REGRESSION ANALYSIS; SPLINES; VECTORS;

ERROR COMPENSATION;

EID: 70350542853     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CINC.2009.69     Document Type: Conference Paper

References (7)

1. YANG Hui-zhong, QING Zhao-bo, "Research on movement error separating and compensating technology in the installation and trial run of large turning worktable", Machinery, 2005, vol.32(6) , pp.22-24.
2. W. Chu, S. S. Keerthi, C. J. Ong, Bayesian, "Support Vector Regression Using A Unified Loss Function", IEEE Transactions on Neural Networks, 2004, vol. 15 (1), pp.29-4.
3. ZHANG Xue-gong, "Introduction to Statistical Learning Theory and Support Vector Machines", Acta Automatica Sinica, 1998, vol.30 (1), pp. 1-10.
4. ZHENG Lianqing, HE Lixin, "Harmonics Analysis Based on Support Vector Regression Machine", Electric Power Automation Equipment, 2008, vol. 28 (2), pp.73 - 75.
5. Gao Wei, "New Computational Model from Ant Colony", Granular Computing, 2007. IEEE International Conference, Nov. 2007 pp. 640 - 640.
6. DUAN Hai-bin, WANG Dao-bo, "Development on ant colony algorithm theory and its application", Control and Decision, 2004, vol.19(12), pp.1321-1326.
7. Peng Peifu, Zhang Gui-Fang, "Optimal PID control of self-adapted ant colony algorithm based on genetic gene", IEEE Computer Science and Software Engineering, 2008 International Conference, Vol. 1, Dec. 2008 pp. 1142 - 1145.