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Infinite dimensional optimization and control theory

By: Fattorini, Hector O.
Material type: materialTypeLabelBookSeries: Encyclopedia of mathematics and its applications; 62. Publisher: Cambridge Cambridge University Press 1999Description: xv, 798 p. Includes bibliographical references and index.ISBN: 9780521154543.Subject(s): Mathematical optimization | Calculus of variations | Control theoryDDC classification: 003.5 Summary: This book is on existence and necessary conditions, such as Potryagin's maximum principle, for optimal control problems described by ordinary and partial differential equations. These necessary conditions are obtained from Kuhn–Tucker theorems for nonlinear programming problems in infinite dimensional spaces. The optimal control problems include control constraints, state constraints and target conditions. Evolution partial differential equations are studied using semigroup theory, abstract differential equations in linear spaces, integral equations and interpolation theory. Existence of optimal controls is established for arbitrary control sets by means of a general theory of relaxed controls. Applications include nonlinear systems described by partial differential equations of hyperbolic and parabolic type and results on convergence of suboptimal controls. https://www.cambridge.org/core/books/infinite-dimensional-optimization-and-control-theory/01A8F63A952B118229FB4BCE5BD01FD6#fndtn-information
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Table of Contents

Part I. Finite dimensional control problems
1. Calculus of variations and control theory
2. Optimal control problems without target conditions
3. Abstract minimization problems : the minimum principle for the time optimal problem
4. The minimum principle for general optimal control problems
Part II. Infinite dimensional control problems
5. Differential equations in Banach spaces and semigroup theory
6. Abstract minimization problems in Hilbert spaces
7. Abstract minimization problems in Banach spaces
8. Interpolation and domains of fractional powers
9. Linear control systems
10. Optimal control problems with state constraints
11. Optimal control problems with state constraints
Part III. Relaxed controls
12. Spaces of relaxed controls. Topology and measure theory
13. Relaxed controls in finite dimensional systems
14. Relaxed controls in infinite dimensional systems.

This book is on existence and necessary conditions, such as Potryagin's maximum principle, for optimal control problems described by ordinary and partial differential equations. These necessary conditions are obtained from Kuhn–Tucker theorems for nonlinear programming problems in infinite dimensional spaces. The optimal control problems include control constraints, state constraints and target conditions. Evolution partial differential equations are studied using semigroup theory, abstract differential equations in linear spaces, integral equations and interpolation theory. Existence of optimal controls is established for arbitrary control sets by means of a general theory of relaxed controls. Applications include nonlinear systems described by partial differential equations of hyperbolic and parabolic type and results on convergence of suboptimal controls.

https://www.cambridge.org/core/books/infinite-dimensional-optimization-and-control-theory/01A8F63A952B118229FB4BCE5BD01FD6#fndtn-information

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