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This invaluable research monograph presents a unified and fascinating theory of generalized functionals of Brownian motion and other fundamental processes such as fractional Brownian motion and Levy process - covering the classical Wiener-Ito class including the generalized functionals of Hida as special cases, among others. It presents a thorough and comprehensive treatment of the Wiener-Sobolev spaces and their duals, as well as Malliavin calculus with their applications. The presentation is lucid and logical, and is based on a solid foundation of analysis and topology. The monograph develop
Brownian motion processes. --- Stochastic processes. --- Random processes --- Probabilities --- Wiener processes --- Brownian movements --- Fluctuations (Physics) --- Markov processes
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Teoria de control --- Anàlisi de sistemes --- Optimització matemàtica --- Cibernètica --- Física matemàtica --- Models matemàtics --- Teoria de sistemes --- Diagrames de flux --- Disseny de sistemes --- Identificació de sistemes --- Enginyeria de sistemes --- Mètodes de l'espai d'estat --- Sistemes borrosos --- Sistemes de temps discret --- Xarxes elèctriques --- Teories no lineals --- Mètodes de simulació --- Jocs d'estratègia (Matemàtica) --- Optimització combinatòria --- Programació dinàmica --- Programació (Matemàtica) --- Control (Matemàtica) --- Control òptim --- Regulació --- Teoria de màquines --- Control automàtic --- Filtre de Kalman --- Sistemes de control biològic --- Control theory. --- Dynamics --- Machine theory
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This book offers the first comprehensive presentation of measure-valued solutions for nonlinear deterministic and stochastic evolution equations on infinite dimensional Banach spaces. Unlike traditional solutions, measure-valued solutions allow for a much broader class of abstract evolution equations to be addressed, providing a broader approach. The book presents extensive results on the existence of measure-valued solutions for differential equations that have no solutions in the usual sense. It covers a range of topics, including evolution equations with continuous/discontinuous vector fields, neutral evolution equations subject to vector measures as impulsive forces, stochastic evolution equations, and optimal control of evolution equations. The optimal control problems considered cover the existence of solutions, necessary conditions of optimality, and more, significantly complementing the existing literature. This book will be of great interest to researchers in functional analysis, partial differential equations, dynamic systems and their optimal control, and their applications, advancing previous research and providing a foundation for further exploration of the field.
Differential equations. --- System theory. --- Control theory. --- Functional analysis. --- Mathematics. --- Engineering mathematics. --- Differential Equations. --- Systems Theory, Control . --- Functional Analysis. --- Applications of Mathematics. --- Engineering Mathematics. --- Engineering --- Engineering analysis --- Mathematical analysis --- Math --- Science --- Systems, Theory of --- Systems science --- 517.91 Differential equations --- Differential equations --- Functional calculus --- Calculus of variations --- Functional equations --- Integral equations --- Dynamics --- Machine theory --- Mathematics --- Philosophy --- Evolution equations, Nonlinear. --- Banach spaces. --- Equacions d'evolució no lineal --- Espais de Banach
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This book is devoted to the development of optimal control theory for finite dimensional systems governed by deterministic and stochastic differential equations driven by vector measures. The book deals with a broad class of controls, including regular controls (vector-valued measurable functions), relaxed controls (measure-valued functions) and controls determined by vector measures, where both fully and partially observed control problems are considered. In the past few decades, there have been remarkable advances in the field of systems and control theory thanks to the unprecedented interaction between mathematics and the physical and engineering sciences. Recently, optimal control theory for dynamic systems driven by vector measures has attracted increasing interest. This book presents this theory for dynamic systems governed by both ordinary and stochastic differential equations, including extensive results on the existence of optimal controls and necessary conditions for optimality. Computational algorithms are developed based on the optimality conditions, with numerical results presented to demonstrate the applicability of the theoretical results developed in the book. This book will be of interest to researchers in optimal control or applied functional analysis interested in applications of vector measures to control theory, stochastic systems driven by vector measures, and related topics. In particular, this self-contained account can be a starting point for further advances in the theory and applications of dynamic systems driven and controlled by vector measures.
Functional analysis --- Differential equations --- Mathematical analysis --- Numerical methods of optimisation --- Operational research. Game theory --- Mathematics --- differentiaalvergelijkingen --- analyse (wiskunde) --- systeemtheorie --- wiskunde --- kansrekening --- optimalisatie
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This book offers the first comprehensive presentation of measure-valued solutions for nonlinear deterministic and stochastic evolution equations on infinite dimensional Banach spaces. Unlike traditional solutions, measure-valued solutions allow for a much broader class of abstract evolution equations to be addressed, providing a broader approach. The book presents extensive results on the existence of measure-valued solutions for differential equations that have no solutions in the usual sense. It covers a range of topics, including evolution equations with continuous/discontinuous vector fields, neutral evolution equations subject to vector measures as impulsive forces, stochastic evolution equations, and optimal control of evolution equations. The optimal control problems considered cover the existence of solutions, necessary conditions of optimality, and more, significantly complementing the existing literature. This book will be of great interest to researchers in functional analysis, partial differential equations, dynamic systems and their optimal control, and their applications, advancing previous research and providing a foundation for further exploration of the field.
Functional analysis --- Differential equations --- Mathematics --- Applied physical engineering --- differentiaalvergelijkingen --- toegepaste wiskunde --- functies (wiskunde) --- economie --- systeemtheorie --- wiskunde
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Functional analysis --- Differential equations --- Mathematical analysis --- Numerical methods of optimisation --- Operational research. Game theory --- Mathematics --- differentiaalvergelijkingen --- analyse (wiskunde) --- systeemtheorie --- wiskunde --- kansrekening --- optimalisatie
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