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Particle swarm optimization in the exact linearization technic for output tracking ofnon-minimum phase nonlinear systems

机译:精确线性化技术中的粒子群算法用于非最小相位非线性系统的输出跟踪

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In this paper, we develop a method to design the input control totrack the output of a nonminimum-phase nonlinear systems asymptotically.The design of the control input is based on an exact linearization.To perform the exact linearization, the other output should be selectedsuch that its relative degree is equal to the dimension of the system.Furthermore, the desired output of the output which has been selectedwill be set based on the desired output of the original system. Thedesired output of the output which has been selected is determinedby Particle Swarm Optimization. In applying the input control whichis obtained via output-input linearization sometimes led to singularity.To overcome this singularity problem, polynomial control is developedaround the point of singularity.
机译:在本文中,我们开发了一种设计输入控制以渐近跟踪非最小相位非线性系统的输出的方法。控制输入的设计基于精确的线性化,要执行精确的线性化,应选择其他输出,例如此外,将基于原始系统的期望输出来设置已选择的输出的期望输出。已选择的输出的所需输出由粒子群优化确定。在应用通过输出-输入线性化获得的输入控制时,有时会导致奇异性。为了克服这一奇异性问题,围绕奇异性的点发展了多项式控制。

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