Stabilization, Optimal and Robust Control [electronic resource] : Theory and Applications in Biological and Physical Sciences /
Belmiloudi, Aziz.author.
Systems governed by nonlinear partial differential equations (PDEs) arise in many spheres of study. The stabilization and control of such systems, which are the focus of this book, are based around game theory. The robust control methods proposed here have the twin aims of compensating for system disturbances in such a way that a cost function achieves its minimum for the worst disturbances and providing the best control for stabilizing fluctuations with a limited control effort. Stabilization, Optimal and Robust Control develops robust control of infinite-dimensional dynamical systems derived from time-dependent coupled PDEs associated with boundary-value problems. Rigorous analysis takes into account nonlinear system dynamics, evolutionary and coupled PDE behaviour and the selection of function spaces in terms of solvability and model quality. Mathematical foundations essential for the required analysis are provided so that the book remains accessible to the non-control-specialist. Following chapters giving a general view of convex analysis and optimization and robust and optimal control, problems arising in fluid-mechanical, biological and materials-scientific systems are laid out in detail; specifically: • mathematical treatment of nonlinear evolution systems (with and without time-varying delays); • vortex dynamics in superconducting films and solidification of binary alloys; • large-scale primitive equations in oceanic dynamics; • heat transfer in biological tissues; • population dynamics and resource management; • micropolar fluid and blood motion. The combination of mathematical fundamentals with applications of current interest will make this book of much interest to researchers and graduate students looking at complex problems in mathematics, physics and biology as well as to control theorists.
Description based upon print version of record.
Includes bibliographical references and index.
General Introduction -- General Introduction -- Convex Analysis and Duality Principles -- Convexity and Topology -- A Brief Overview of Sobolev Spaces -- Legendre–Fenchel Transformation and Duality -- Lagrange Duality Theory -- General Results and Concepts on Robust and Optimal Control Theory for Evolutive Systems -- Studied Systems and General Results -- Optimal Control Problems -- Stabilization and Robust Control Problem -- Remarks on Numerical Techniques -- Applications in the Biological and Physical Sciences: Modeling and Stabilization -- Vortex Dynamics in Superconductors and Ginzburg–Landau-type Models -- Multi-scale Modeling of Alloy Solidification and Phase-field Model -- Large-scale Ocean in the Climate System -- Heat Transfer Laws on Temperature Distribution in Biological Tissues -- Lotka–Volterra-type Systems with Logistic Time-varying Delays -- Other Systems.
Systems governed by nonlinear partial differential equations (PDEs) arise in many spheres of study. The stabilization and control of such systems, which are the focus of this book, are based around game theory. The robust control methods proposed here have the twin aims of compensating for system disturbances in such a way that a cost function achieves its minimum for the worst disturbances and providing the best control for stabilizing fluctuations with a limited control effort. Stabilization, Optimal and Robust Control develops robust control of infinite-dimensional dynamical systems derived from time-dependent coupled PDEs associated with boundary-value problems. Rigorous analysis takes into account nonlinear system dynamics, evolutionary and coupled PDE behaviour and the selection of function spaces in terms of solvability and model quality. Mathematical foundations essential for the required analysis are provided so that the book remains accessible to the non-control-specialist. Following chapters giving a general view of convex analysis and optimization and robust and optimal control, problems arising in fluid-mechanical, biological and materials-scientific systems are laid out in detail; specifically: • mathematical treatment of nonlinear evolution systems (with and without time-varying delays); • vortex dynamics in superconducting films and solidification of binary alloys; • large-scale primitive equations in oceanic dynamics; • heat transfer in biological tissues; • population dynamics and resource management; • micropolar fluid and blood motion. The combination of mathematical fundamentals with applications of current interest will make this book of much interest to researchers and graduate students looking at complex problems in mathematics, physics and biology as well as to control theorists.
Control engineering.
Robotics.
Mechatronics.
System theory.
Continuum physics.
Materials science.
Biomathematics.
Control and Systems Theory.
Control, Robotics, Mechatronics.
Systems Theory, Control.
Classical and Continuum Physics.
Materials Science, general.
Mathematical and Computational Biology.
Communications and Control Engineering