The Parameters Optimization of MCR-WPT System Based on the Improved Genetic Simulated Annealing Algorithm
Joint Authors
Piao, Changhao
Lu, Sheng
Zuo, Chenyang
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-25
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
To solve the problem of parameter selection during the design of magnetically coupled resonant wireless power transmission system (MCR-WPT), this paper proposed an improved genetic simulated annealing algorithm.
Firstly, the equivalent circuit of the system is analysis in this study and a nonlinear programming mathematical model is built.
Secondly, in place of the penalty function method in the genetic algorithm, the selection strategy based on the distance between individuals is adopted to select individual.
In this way, it reduces the excess empirical parameters.
Meanwhile, it can improve the convergence rate and the searching ability by calculating crossover probability and mutation probability according to the variance of population’s fitness.
At last, the simulated annealing operator is added to increase local search ability of the method.
The simulation shows that the improved method can break the limit of the local optimum solution and get the global optimum solution faster.
The optimized system can achieve the practical requirements.
American Psychological Association (APA)
Lu, Sheng& Zuo, Chenyang& Piao, Changhao. 2015. The Parameters Optimization of MCR-WPT System Based on the Improved Genetic Simulated Annealing Algorithm. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073118
Modern Language Association (MLA)
Lu, Sheng…[et al.]. The Parameters Optimization of MCR-WPT System Based on the Improved Genetic Simulated Annealing Algorithm. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1073118
American Medical Association (AMA)
Lu, Sheng& Zuo, Chenyang& Piao, Changhao. The Parameters Optimization of MCR-WPT System Based on the Improved Genetic Simulated Annealing Algorithm. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1073118
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073118