An Introduction to Infinite-Dimensional Analysis
Title | An Introduction to Infinite-Dimensional Analysis PDF eBook |
Author | Giuseppe Da Prato |
Publisher | Springer Science & Business Media |
Total Pages | 217 |
Release | 2006-08-25 |
Genre | Mathematics |
ISBN | 3540290214 |
Based on well-known lectures given at Scuola Normale Superiore in Pisa, this book introduces analysis in a separable Hilbert space of infinite dimension. It starts from the definition of Gaussian measures in Hilbert spaces, concepts such as the Cameron-Martin formula, Brownian motion and Wiener integral are introduced in a simple way. These concepts are then used to illustrate basic stochastic dynamical systems and Markov semi-groups, paying attention to their long-time behavior.
Introduction to Infinite Dimensional Stochastic Analysis
Title | Introduction to Infinite Dimensional Stochastic Analysis PDF eBook |
Author | Zhi-yuan Huang |
Publisher | Springer Science & Business Media |
Total Pages | 308 |
Release | 2012-12-06 |
Genre | Mathematics |
ISBN | 9401141088 |
The infinite dimensional analysis as a branch of mathematical sciences was formed in the late 19th and early 20th centuries. Motivated by problems in mathematical physics, the first steps in this field were taken by V. Volterra, R. GateallX, P. Levy and M. Frechet, among others (see the preface to Levy[2]). Nevertheless, the most fruitful direction in this field is the infinite dimensional integration theory initiated by N. Wiener and A. N. Kolmogorov which is closely related to the developments of the theory of stochastic processes. It was Wiener who constructed for the first time in 1923 a probability measure on the space of all continuous functions (i. e. the Wiener measure) which provided an ideal math ematical model for Brownian motion. Then some important properties of Wiener integrals, especially the quasi-invariance of Gaussian measures, were discovered by R. Cameron and W. Martin[l, 2, 3]. In 1931, Kolmogorov[l] deduced a second partial differential equation for transition probabilities of Markov processes order with continuous trajectories (i. e. diffusion processes) and thus revealed the deep connection between theories of differential equations and stochastic processes. The stochastic analysis created by K. Ito (also independently by Gihman [1]) in the forties is essentially an infinitesimal analysis for trajectories of stochastic processes. By virtue of Ito's stochastic differential equations one can construct diffusion processes via direct probabilistic methods and treat them as function als of Brownian paths (i. e. the Wiener functionals).
Functional Analysis and Infinite-Dimensional Geometry
Title | Functional Analysis and Infinite-Dimensional Geometry PDF eBook |
Author | Marian Fabian |
Publisher | Springer Science & Business Media |
Total Pages | 455 |
Release | 2013-04-17 |
Genre | Mathematics |
ISBN | 1475734808 |
This book introduces the basic principles of functional analysis and areas of Banach space theory that are close to nonlinear analysis and topology. The text can be used in graduate courses or for independent study. It includes a large number of exercises of different levels of difficulty, accompanied by hints.
Tools for Infinite Dimensional Analysis
Title | Tools for Infinite Dimensional Analysis PDF eBook |
Author | Jeremy J. Becnel |
Publisher | CRC Press |
Total Pages | 266 |
Release | 2020-12-21 |
Genre | Mathematics |
ISBN | 1000328287 |
Over the past six decades, several extremely important fields in mathematics have been developed. Among these are Itô calculus, Gaussian measures on Banach spaces, Malliavan calculus, and white noise distribution theory. These subjects have many applications, ranging from finance and economics to physics and biology. Unfortunately, the background information required to conduct research in these subjects presents a tremendous roadblock. The background material primarily stems from an abstract subject known as infinite dimensional topological vector spaces. While this information forms the backdrop for these subjects, the books and papers written about topological vector spaces were never truly written for researchers studying infinite dimensional analysis. Thus, the literature for topological vector spaces is dense and difficult to digest, much of it being written prior to the 1960s. Tools for Infinite Dimensional Analysis aims to address these problems by providing an introduction to the background material for infinite dimensional analysis that is friendly in style and accessible to graduate students and researchers studying the above-mentioned subjects. It will save current and future researchers countless hours and promote research in these areas by removing an obstacle in the path to beginning study in areas of infinite dimensional analysis. Features Focused approach to the subject matter Suitable for graduate students as well as researchers Detailed proofs of primary results
Interest Rate Models: an Infinite Dimensional Stochastic Analysis Perspective
Title | Interest Rate Models: an Infinite Dimensional Stochastic Analysis Perspective PDF eBook |
Author | René Carmona |
Publisher | Springer Science & Business Media |
Total Pages | 236 |
Release | 2007-05-22 |
Genre | Mathematics |
ISBN | 3540270671 |
This book presents the mathematical issues that arise in modeling the interest rate term structure by casting the interest-rate models as stochastic evolution equations in infinite dimensions. The text includes a crash course on interest rates, a self-contained introduction to infinite dimensional stochastic analysis, and recent results in interest rate theory. From the reviews: "A wonderful book. The authors present some cutting-edge math." --WWW.RISKBOOK.COM
Infinite-dimensional Analysis: Operators In Hilbert Space; Stochastic Calculus Via Representations, And Duality Theory
Title | Infinite-dimensional Analysis: Operators In Hilbert Space; Stochastic Calculus Via Representations, And Duality Theory PDF eBook |
Author | Palle Jorgensen |
Publisher | World Scientific |
Total Pages | 253 |
Release | 2021-01-15 |
Genre | Mathematics |
ISBN | 9811225796 |
The purpose of this book is to make available to beginning graduate students, and to others, some core areas of analysis which serve as prerequisites for new developments in pure and applied areas. We begin with a presentation (Chapters 1 and 2) of a selection of topics from the theory of operators in Hilbert space, algebras of operators, and their corresponding spectral theory. This is a systematic presentation of interrelated topics from infinite-dimensional and non-commutative analysis; again, with view to applications. Chapter 3 covers a study of representations of the canonical commutation relations (CCRs); with emphasis on the requirements of infinite-dimensional calculus of variations, often referred to as Ito and Malliavin calculus, Chapters 4-6. This further connects to key areas in quantum physics.
An Introduction to Infinite-Dimensional Linear Systems Theory
Title | An Introduction to Infinite-Dimensional Linear Systems Theory PDF eBook |
Author | Ruth F. Curtain |
Publisher | Springer Science & Business Media |
Total Pages | 714 |
Release | 2012-12-06 |
Genre | Mathematics |
ISBN | 146124224X |
Infinite dimensional systems is now an established area of research. Given the recent trend in systems theory and in applications towards a synthesis of time- and frequency-domain methods, there is a need for an introductory text which treats both state-space and frequency-domain aspects in an integrated fashion. The authors' primary aim is to write an introductory textbook for a course on infinite dimensional linear systems. An important consideration by the authors is that their book should be accessible to graduate engineers and mathematicians with a minimal background in functional analysis. Consequently, all the mathematical background is summarized in an extensive appendix. For the majority of students, this would be their only acquaintance with infinite dimensional systems.