Parameter selection of support vector machine based on chaotic particle swarm optimization algorithm

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

Volumn , Issue , 2010, Pages 3271-3274

  Peng, Jingming ^a   Wang, Shuzhou ^b  

^a CSIC No 710 R and D Institute   (China)

^b TIANJIN POLYTECHNIC UNIVERSITY   (China)

Author keywords

Chaotic optimization; Parameter selection; Particle swarm optimization; Support vector machine

Indexed keywords

CHAOTIC MOTIONS; CHAOTIC OPTIMIZATION; ERGODICITY; GLOBAL SEARCH ABILITY; INITIAL CONDITIONS; OPTIMAL PARAMETER; PARAMETER SELECTION; PARTICLE SWARM; PARTICLE SWARM OPTIMIZATION ALGORITHM; QP-PROBLEM; QUADRATIC PROGRAMMING PROBLEMS; STATISTICAL LEARNING THEORY;

ALGORITHMS; INTELLIGENT CONTROL; PARAMETER ESTIMATION; QUADRATIC PROGRAMMING; SUPPORT VECTOR MACHINES; VECTORS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 77958128918     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2010.5555055     Document Type: Conference Paper

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