Proteometric study of ghrelin receptor function variations upon mutations using amino acid sequence autocorrelation vectors and genetic algorithm-based least square support vector machines

2007 ◽  
Vol 26 (1) ◽  
pp. 166-178 ◽  
Author(s):  
Julio Caballero ◽  
Leyden Fernández ◽  
Miguel Garriga ◽  
José Ignacio Abreu ◽  
Simona Collina ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Amino Acid ◽  
Support Vector Machines ◽  
Amino Acid Sequence ◽  
Least Square ◽  
Support Vector ◽  
Receptor Function ◽  
Ghrelin Receptor ◽  
Vector Machines

Fuzzy Support Vector Machines Control for Robotic Manipulator

2011 ◽  
Vol 204-210 ◽  
pp. 301-305
Author(s):  
De Quan Zhu ◽  
Tao Mei ◽  
Cheng Mao Cao
Keyword(s):  
Genetic Algorithm ◽  
Support Vector Machines ◽  
Control Method ◽  
Learning Algorithm ◽  
Robotic Manipulator ◽  
Least Square ◽  
Support Vector ◽  
Control Precision ◽  
Vector Machines ◽  
Fuzzy Support Vector Machines

To improve the control precision of robotic manipulator, fuzzy support vector machines control method for robotic manipulator was presented based on genetic algorithm and least square algorithm. Fuzzy algorithm was used to decouple joints. Using support vector machines, fuzzy logical control of complete process and treatment of non-linear signal were realized. The parameters of controller were optimized by hybrid learning algorithm. First, least square algorithm was used for off-line optimization to form support vector machines control system. Then, genetic algorithm was used for on-line optimization to get the optimal performance parameters of support vector machines and the optimal fuzzy proportional parameters. Simulation results of a two-link manipulator demonstrated that the control method designed gets tracking effect with high precision.

scholarly journals Identifying Travel Mode with GPS Data Using Support Vector Machines and Genetic Algorithm

Information ◽  
2015 ◽  
Vol 6 (2) ◽  
pp. 212-227 ◽  
Author(s):  
Fang Zong ◽  
Yu Bai ◽  
Xiao Wang ◽  
Yixin Yuan ◽  
Yanan He
Keyword(s):  
Genetic Algorithm ◽  
Support Vector Machines ◽  
Support Vector ◽  
Gps Data ◽  
Travel Mode ◽  
Vector Machines
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