The book presents a detailed and unified treatment of the theory and applications of optimization applied to control and modeling, focusing on nature-inspired optimization algorithms to optimally tune the parameters of linear and nonlinear controllers and models, with emphasis on tower crane systems and other representative applications.
The book presents a detailed and unified treatment of the theory and applications of optimization applied to control and modeling, focusing on nature-inspired optimization algorithms to optimally tune the parameters of linear and nonlinear controllers and models, with emphasis on tower crane systems and other representative applications.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Dr. RadüEmil Precup is a Professor with the Department of Automation and Applied Informatics, Politehnica University of Timisoara, Romania, and senior researcher (CS I) and the head of the Data Science and Engineering Laboratory of the Center for Fundamental and Advanced Technical Research, Romanian Academy - Timisoara Branch, Romania. Dr. Raul¿Cristian Roman is a Lecturer with the Department of Automation and Applied Informatics, Politehnica University of Timisoara, Romania. He received the engineer the Ph.D. degree in systems engineering in 2018 from Politehnica University of Timisoara, Timisoara, Romania. Dr. Elena-Lorena Hedrea is an Assistant Lecturer with the Department of Automation and Applied Informatics, Politehnica University of Timisoara, Romania. Dr. Alexandra-Iulia Szedlak-Stinean is a Lecturer with the Department of Automation and Applied Informatics, Politehnica University of Timisoara, Romania. Iuliu Alexandru Zamfirache is a Ph.D. student with the Department of Automation and Applied Informatics, Politehnica University of Timisoara, Romania.
Inhaltsangabe
Chapter 1 Introduction Chapter 2 One step Optimization Chapter 3 Discrete time Optimization Chapter 4 Numerical Solving of Optimization Problems Chapter 5 Metaheuristic Optimization Algorithms Chapter 6 Optimization Algorithms in Artificial Neural Network Training Chapter 7 Introduction to Data Mining Chapter 8 Reinforcement Learning Applied to Optimal Control