Controller tuning optimization methods for multi-constraints and nonlinear systems a metaheuristic approach / [electronic resource] :

• 作者： Blondin, Maude Josee.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • SpringerBriefs in optimization.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： SpringerBriefs in optimization,
• 主題： Control theory--Mathematics. , Metaheuristics. , Mathematical optimization. , Calculus of Variations and Optimal Control; Optimization. , Control and Systems Theory. , Numerical Analysis. , Ordinary Differential Equations.
• ISBN： 9783030645410 (electronic bk.) 、 9783030645403 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 1 Optimization algorithms in control systems -- 2 Controller tuning by metaheuristics optimization -- 3 Case studies -- 4 Future direction and research trends.
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• 摘要註: This book covers controller tuning techniques from conventional to new optimization methods for diverse control engineering applications. Classical controller tuning approaches are presented with real-world challenges faced in control engineering. Current developments in applying optimization techniques to controller tuning are explained. Case studies of optimization algorithms applied to controller tuning dealing with nonlinearities and limitations like the inverted pendulum and the automatic voltage regulator are presented with performance comparisons. Students and researchers in engineering and optimization interested in optimization methods for controller tuning will utilize this book to apply optimization algorithms to controller tuning, to choose the most suitable optimization algorithm for a specific application, and to develop new optimization techniques for controller tuning.
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