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Nonnegative and Compartmental Dynamical Systems.
Title:
Nonnegative and Compartmental Dynamical Systems.
Author:
Haddad, Wassim M.
ISBN:
9781400832248
Personal Author:
Physical Description:
1 online resource (623 pages)
Contents:
Cover -- Contents -- Preface -- Chapter 1. Introduction -- Chapter 2. Stability Theory for Nonnegative Dynamical Systems -- 2.1 Introduction -- 2.2 Lyapunov Stability Theory for Nonnegative Dynamical Systems -- 2.3 Invariant Set Stability Theorems -- 2.4 Semistability of Nonnegative Dynamical Systems -- 2.5 Stability Theory for Linear Nonnegative Dynamical Systems -- 2.6 Nonlinear Compartmental Dynamical Systems -- 2.7 Compartmental Systems in Biology, Ecology, Epidemiology, and Pharmacology -- 2.8 Discrete-Time Lyapunov Stability Theory for Nonnegative Dynamical Systems -- 2.9 Discrete-Time Invariant Set Theorems and Semistability Theorems -- 2.10 Stability Theory for Discrete-Time Linear Nonnegative Dynamical Systems -- 2.11 Discrete-Time Nonlinear Compartmental Dynamical Systems -- Chapter 3. Stability Theory for Nonnegative and Compartmental Dynamical Systems with Time Delay -- 3.1 Introduction -- 3.2 Lyapunov Stability Theory for Time-Delay Nonnegative Dynamical Systems -- 3.3 Invariant Set Stability Theorems -- 3.4 Stability Theory for Continuous-Time Nonnegative Dynamical Systems with Time Delay -- 3.5 Discrete-Time Lyapunov Stability Theory for Time-Delay Nonnegative Dynamical Systems -- 3.6 Stability Theory for Discrete-Time Nonnegative Dynamical Systems with Time Delay -- Chapter 4. Nonoscillation and Monotonicity of Solutions of Nonnegative Dynamical Systems -- 4.1 Introduction -- 4.2 Nonoscillation and Monotonicity of Linear Nonnegative Dynamical Systems -- 4.3 Mammillary Systems -- 4.4 Monotonicity of Nonlinear Nonnegative Dynamical Systems -- 4.5 Monotonicity of Discrete-Time Linear Nonnegative Dynamical Systems -- 4.6 Monotonicity of Discrete-Time Nonlinear Nonnegative Dynamical Systems -- 4.7 Monotonicity of Nonnegative Dynamical Systems with Time Delay -- Chapter 5. Dissipativity Theory for Nonnegative Dynamical Systems.

5.1 Introduction -- 5.2 Dissipativity Theory for Nonnegative Dynamical Systems -- 5.3 Feedback Interconnections of Nonnegative Dynamical Systems -- 5.4 Dissipativity Theory for Nonlinear Nonnegative Dynamical Systems -- 5.5 Feedback Interconnections of Nonnegative Nonlinear Dynamical Systems -- 5.6 Dissipativity Theory for Discrete-Time Nonnegative Dynamical Systems -- 5.7 Specialization to Discrete-Time Linear Nonnegative Dynamical Systems -- 5.8 Feedback Interconnections of Discrete-Time Nonnegative Dynamical Systems -- 5.9 Dissipativity Theory for Nonnegative Dynamical Systems with Time Delay -- 5.10 Feedback Interconnections of Nonnegative Dynamical Systems with Time Delay -- 5.11 Dissipativity Theory for Discrete-Time Nonnegative Dynamical Systems with Time Delay -- 5.12 Feedback Interconnections of Discrete-Time Nonnegative Dynamical Systems with Time Delay -- Chapter 6. Hybrid Nonnegative and Compartmental Dynamical Systems -- 6.1 Introduction -- 6.2 Stability Theory for Nonlinear Hybrid Nonnegative Dynamical Systems -- 6.3 Hybrid Compartmental Dynamical Systems -- 6.4 Dissipativity Theory for Hybrid Nonnegative Dynamical Systems -- 6.5 Specialization to Linear Impulsive Dynamical Systems -- 6.6 Feedback Interconnections of Nonlinear Hybrid Nonnegative Dynamical Systems -- Chapter 7. System Thermodynamics, Irreversibility, and Time Asymmetry -- 7.1 Introduction -- 7.2 Dynamical System Model -- 7.3 Reversibility, Irreversibility, Recoverability, and Irrecoverability -- 7.4 Reversible Dynamical Systems, Volume-Preserving Flows, and Poincaré Recurrence -- 7.5 System Thermodynamics -- 7.6 Entropy and Irreversibility -- 7.7 Semistability and the Entropic Arrow of Time -- 7.8 Monotonicity of System Energies in Thermodynamic Processes -- Chapter 8. Finite-Time Thermodynamics -- 8.1 Introduction.

8.2 Finite-Time Semistability of Nonlinear Nonnegative Dynamical Systems -- 8.3 Homogeneity and Finite-Time Semistability -- 8.4 Finite-Time Energy Equipartition in Thermodynamic Systems -- Chapter 9. Modeling and Analysis of Mass-Action Kinetics -- 9.1 Introduction -- 9.2 Reaction Networks -- 9.3 The Law of Mass Action and the Kinetic Equations -- 9.4 Nonnegativity of Solutions -- 9.5 Realization of Mass-Action Kinetics -- 9.6 Reducibility of the Kinetic Equations -- 9.7 Stability Analysis of Linear and Nonlinear Kinetics -- 9.8 The Zero-Deficiency Theorem -- Chapter 10. Semistability and State Equipartition of Nonnegative Dynamical Systems -- 10.1 Introduction -- 10.2 Semistability and State Equipartitioning -- 10.3 Semistability and Equipartition of Linear Compartmental Systems with Time Delay -- 10.4 Semistability and Equipartition of Nonlinear Compartmental Systems with Time Delay -- Chapter 11. Robustness of Nonnegative Dynamical Systems -- 11.1 Introduction -- 11.2 Nominal System Model -- 11.3 Semistability and Homogeneous Dynamical Systems -- 11.4 Uncertain System Model -- Chapter 12. Modeling and Control for Clinical Pharmacology -- 12.1 Introduction -- 12.2 Pharmacokinetic Models -- 12.3 State Space Models -- 12.4 Drug Action, Effect, and Interaction -- 12.5 Pharmacokinetic Parameter Estimation -- 12.6 Pharmacodynamic Models -- 12.7 Open-Loop Drug Dosing -- 12.8 Closed-Loop Drug Dosing -- 12.9 Closed-Loop Control of Cardiovascular Function -- 12.10 Closed-Loop Control of Anesthesia -- 12.11 Electroencephalograph-Based Control -- 12.12 Bispectral Index-Based Control -- 12.13 Pharmacokinetic and Pharmacodynamic Models for Drug Distribution -- 12.14 Challenges and Opportunities in Pharmacological Control -- Chapter 13. Optimal Fixed-Structure Control for Nonnegative Systems -- 13.1 Introduction.

13.2 Optimal Zero Set-Point Regulation for Nonnegative Dynamical Systems -- 13.3 Optimal Nonzero Set-Point Regulation for Nonnegative Dynamical Systems -- 13.4 Suboptimal Control for Nonnegative Dynamical Systems -- 13.5 Optimal Fixed-Structure Control for Nonnegative Dynamical Systems -- 13.6 Nonnegative Control for Nonnegative Dynamical Systems -- 13.7 Optimal Fixed-Structure Control for General Anesthesia -- Chapter 14. H[sub(2)] Suboptimal Control for Nonnegative Dynamical Systems Using Linear Matrix Inequalities -- 14.1 Introduction -- 14.2 H[sub(2)] Suboptimal Control for Nonnegative Dynamical Systems -- 14.3 Suboptimal Estimation for Nonnegative Dynamical Systems -- 14.4 H[sub(2)] Suboptimal Dynamic Controller Design for Nonnegative Dynamical Systems -- Chapter 15. Adaptive Control for Nonnegative Systems -- 15.1 Introduction -- 15.2 Adaptive Control for Linear Nonnegative Uncertain Dynamical Systems -- 15.3 Adaptive Control for Linear Nonnegative Dynamical Systems with Nonnegative Control -- 15.4 Adaptive Control for General Anesthesia: Linear Model -- 15.5 Adaptive Control for Nonlinear Nonnegative Uncertain Dynamical Systems -- 15.6 Adaptive Control for General Anesthesia: Nonlinear Model -- 15.7 Adaptive Control for Nonlinear Nonnegative Uncertain Dynamical Systems -- 15.8 Adaptive Control for Linear Nonnegative Uncertain Dynamical Systems with Time Delay -- 15.9 Adaptive Control for Linear Nonnegative Dynamical Systems with Nonnegative Control and Time Delay -- 15.10 Adaptive Control for Nonnegative Systems with Time Delay and Actuator Amplitude Constraints -- 15.11 Adaptive Control for General Anesthesia: Linear Model with Time Delay and Actuator Constraints -- Chapter 16. Adaptive Disturbance Rejection Control for Compartmental Systems -- 16.1 Introduction -- 16.2 Compartmental Systems with Exogenous Disturbances.

16.3 Adaptive Control for Linear Compartmental Uncertain Systems with Exogenous Disturbances -- 16.4 Adaptive Control for Linear Compartmental Dynamical Systems with L[sub(2)] Disturbances -- 16.5 Adaptive Control for Automated Anesthesia with Hemorrhage and Hemodilution Effects -- Chapter 17. Limit Cycle Stability Analysis and Control for Respiratory Compartmental Models -- 17.1 Introduction -- 17.2 Ultrametric Matrices, Periodic Orbits, and Poincaré Maps -- 17.3 Compartmental Modeling of Lung Dynamics: Dichotomy Architecture -- 17.4 State Space Multicompartment Lung Model -- 17.5 Limit Cycle Analysis of the Multicompartment Lung Model -- 17.6 A Regular Dichotomy Model -- 17.7 A General Tree Structure Model -- 17.8 Direct Adaptive Control for Switched Linear Time-Varying Systems -- 17.9 Adaptive Control for a Multicompartment Lung Model -- Chapter 18. Identification of Stable Nonnegative and Compartmental Systems -- 18.1 Introduction -- 18.2 State Reconstruction -- 18.3 Constrained Optimization for Subspace Identification of Stable Nonnegative Systems -- 18.4 Constrained Optimization for Subspace Identification of Compartmental Systems -- 18.5 Illustrative Numerical Examples -- Chapter 19. Conclusion -- Bibliography -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- U -- V -- W -- Z.
Abstract:
This comprehensive book provides the first unified framework for stability and dissipativity analysis and control design for nonnegative and compartmental dynamical systems, which play a key role in a wide range of fields, including engineering, thermal sciences, biology, ecology, economics, genetics, chemistry, medicine, and sociology. Using the highest standards of exposition and rigor, the authors explain these systems and advance the state of the art in their analysis and active control design. Nonnegative and Compartmental Dynamical Systems presents the most complete treatment available of system solution properties, Lyapunov stability analysis, dissipativity theory, and optimal and adaptive control for these systems, addressing continuous-time, discrete-time, and hybrid nonnegative system theory. This book is an indispensable resource for applied mathematicians, dynamical systems theorists, control theorists, and engineers, as well as for researchers and graduate students who want to understand the behavior of nonnegative and compartmental dynamical systems that arise in areas such as biomedicine, demographics, epidemiology, pharmacology, telecommunications, transportation, thermodynamics, networks, heat transfer, and power systems.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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