For sensor management of hierarchy multi-sensor information fusion system, a sensor management method based on immunity fuzzy feedback neural network(IFFNN) is proposed in the paper. The method introduces immune algor...
详细信息
ISBN:
(纸本)9781424423101
For sensor management of hierarchy multi-sensor information fusion system, a sensor management method based on immunity fuzzy feedback neural network(IFFNN) is proposed in the paper. The method introduces immune algorithm to enhance fault-tolerance of sensor fault system and utilizes fuzzy algorithm and self-learning of neural network to enhance self-adaptation of system. Experiments and analysis show that the proposed method is an effective method to manage sensor.
This paper analyses several currently used computing methods inspired by the nature and concludes their common properties and their disadvantages. It then proposes a more abstract computing model inspired by the natur...
详细信息
ISBN:
(纸本)9783540724834
This paper analyses several currently used computing methods inspired by the nature and concludes their common properties and their disadvantages. It then proposes a more abstract computing model inspired by the nature according to theoretical results on number theory. We also present a good lattice points method based on the number theory for problem solving, of which the discrepancy of the new method is minimized in the sense when the number of points are fixed. This method is dimensional independent and can be used to solve high dimensional problems. A typical algorithm is proposed to apply Genetic algorithm and Immume algorithm. Some comparable examples are given to show the advantages of our new method.
Based on the astringency and practicability of Particle Swarm Optimization algorithm (PSO) and T cell's promotions and B cell's restrainability of immunity Particle Swarm Optimization algorithm(IMPSO) and appl...
详细信息
ISBN:
(纸本)9787302139225
Based on the astringency and practicability of Particle Swarm Optimization algorithm (PSO) and T cell's promotions and B cell's restrainability of immunity Particle Swarm Optimization algorithm(IMPSO) and applied it to PID controllers. It is clear that IMPSO is suitable to Increment PID control according to the simulations and it made the tracking and anti-jamming of IM PID based on IMPSO, IMPSO more effective than those of PID based on PSO and those of IMPID based on immunity algorithm.
暂无评论