Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems
Springer International Publishing (Verlag)
978-3-030-64540-3 (ISBN)
lt;b> Maude Blondin is an assistant professor at the Université de Sherbrooke in Canada. She graduated with a Ph.D. in Electrical Engineering from the Université du Québec à Trois-Rivières, where she obtained the prestigious Vanier Canada Graduate Scholarship. Her doctoral research was on computational intelligence methods and soft computing techniques applied to control engineering. Afterward, Dr. Blondin did postdoctoral research in the mechanical and aerospace engineering department at the University of Florida. She expanded her research interests to multiobjective optimization applied to multiagent control strategies. Her current research is driven by developing distributed multiobjective optimization algorithms based on exploring the Pareto Front and soft computing methods for multiagent systems. These algorithms are used in many applications ranging from managing energy to military uses to swarm robotics.
1 Optimization algorithms in control systems.- 2 Controller tuning by metaheuristics optimization.- 3 Case studies.- 4 Future direction and research trends.
Erscheinungsdatum | 08.01.2021 |
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Reihe/Serie | SpringerBriefs in Optimization |
Zusatzinfo | X, 101 p. 27 illus., 20 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 184 g |
Themenwelt | Mathematik / Informatik ► Mathematik ► Analysis |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Schlagworte | Automatic voltage regulator system • Control engineering problems • Controller structures • Controller tuning methods • Genetic Algorithm • Inverted cart-pendulum • Metaheuristics optimization • Non-linear Systems • Ordinary differential equations • Simulated annealing |
ISBN-10 | 3-030-64540-1 / 3030645401 |
ISBN-13 | 978-3-030-64540-3 / 9783030645403 |
Zustand | Neuware |
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