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DIGITAL MODELING AND DIGITAL REDESIGN OF ANALOG UNCERTAIN SYSTEMS USING GENETIC ALGORITHMS

机译:DIGITAL MODELING AND DIGITAL REDESIGN OF ANALOG UNCERTAIN SYSTEMS USING GENETIC ALGORITHMS

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摘要

Genetic algorithms (GAs) are utilized to find the equivalent discrete-time uncertain model of a continuous time uncertain system for digital simulation and digital design of the continuous-time uncertain system. The developed digital interval model provides less conservative results than those obtained by the conventional bilinear transform method. Also, the global optimization searching technique provided in the GAs is used to determine the digital control law taking into account the intersample behavior and implementation errors, for digital control of continuous-time parametric uncertain systems. The developed digitally redesigned control law is able to optimally match the states of the analogously controlled uncertain system and those of the digitally controlled sampled-data uncertain system. Moreover, it produces less conservative results than those obtained by the existing interval method. An illustrative example is included to demonstrate the proposed method. References: 30

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