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Particle swarm optimization for time-optimal control design

Particle swarm optimization for time-optimal control design
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摘要 Abstract:control law for both linear and nonlinear systems. By introducing a penalty function, the method can be mod- ified to deal with systems with constraints. Compared with existing computational methods, the proposed method can be implemented in a straightforward manner. The convergent solutions can be achieved by selecting suitable PSO parameters regardless of the initial guess of the switching times. A double integrator and a third-order nonlinear system are used tO demonstrate the effectiveness and robustness of the proposed method. The method is applied to obtain the time-optimal control law for a high performance linear motion positioning system. The results show the practicality of the proposed algorithm. Abstract:control law for both linear and nonlinear systems. By introducing a penalty function, the method can be mod- ified to deal with systems with constraints. Compared with existing computational methods, the proposed method can be implemented in a straightforward manner. The convergent solutions can be achieved by selecting suitable PSO parameters regardless of the initial guess of the switching times. A double integrator and a third-order nonlinear system are used tO demonstrate the effectiveness and robustness of the proposed method. The method is applied to obtain the time-optimal control law for a high performance linear motion positioning system. The results show the practicality of the proposed algorithm.
出处 《控制理论与应用(英文版)》 EI 2012年第3期365-370,共6页
基金 supported by the China Scholarship Council(No.2007103188)
关键词 Optimal control Bang-bang control Particle swarm optimization Switching time computation Optimal control Bang-bang control Particle swarm optimization Switching time computation
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