Research on fuzzy guidance law based on self-adaptive Genetic Annealing Algorithm

Yu Jin-yong, Zhang Ru-chuan, Zhao Hong-chao
2008 2008 IEEE Conference on Cybernetics and Intelligent Systems  
A new approach about design of guidance law (GL) for integrated self-adaptive genetic annealing algorithm (SGAA) and fuzzy logic (SGAA-FGL) was proposed in this study. Firstly, Based on traditional fuzzy logic control, the nonlinear variable region function was introduced, thus dynamic change of the fuzzy variable region can be realized. Next the self-adaptive simulated annealing genetic algorithm was employed to optimize the fuzzy rule, which was designed by selecting adaptively the cross
more » ... vely the cross probability and mutation probability of the proposed algorithm and improved the stability and convergence of system. Finally, the simulation results were presented to show the validity of the proposed method.
doi:10.1109/iccis.2008.4670760 fatcat:keby7j7l2ja3bbdtgy7qllikiy