Research on PID control system based on genetic algorithm

Dingqun Zhang; Xinfeng Yang

doi:10.1117/12.920541

13 January 2012 Research on PID control system based on genetic algorithm

Dingqun Zhang, Xinfeng Yang

Proceedings Volume 8350, Fourth International Conference on Machine Vision (ICMV 2011): Computer Vision and Image Analysis; Pattern Recognition and Basic Technologies; 83501R (2012) https://doi.org/10.1117/12.920541
Event: Fourth International Conference on Machine Vision (ICMV 11), 2011, Singapore, Singapore

Abstract

Genetic algorithms, there are many difficult issues, such as premature convergence, choice of control parameters. This combination of all improvements, the optimal preservation strategy, adaptive set the crossover probability and mutation probability, the idea of fitness scaling into the simple genetic algorithm, the algorithm is improved and used Matlab program to achieve the improved algorithm, prove the correctness and practicability of this method.

Citation Download Citation

Dingqun Zhang and Xinfeng Yang "Research on PID control system based on genetic algorithm", Proc. SPIE 8350, Fourth International Conference on Machine Vision (ICMV 2011): Computer Vision and Image Analysis; Pattern Recognition and Basic Technologies, 83501R (13 January 2012); https://doi.org/10.1117/12.920541

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