Large Deviations Applied to Classical and Quantum Field Theory

Large Deviations Applied to Classical and Quantum Field Theory
Author :
Publisher : Taylor & Francis
Total Pages : 269
Release :
ISBN-10 : 9781000830552
ISBN-13 : 1000830551
Rating : 4/5 (52 Downloads)

Synopsis Large Deviations Applied to Classical and Quantum Field Theory by : Harish Parthasarathy

This book deals with a variety of problems in Physics and Engineering where the large deviation principle of probability finds application. Large deviations is a branch of probability theory dealing with approximate computation of the probabilities of rare events. It contains applications of the LDP to pattern recognition problems like analysis of the performance of the EM algorithm for optimal parameter estimation in the presence of weak noise, analysis and control of non-Abelian gauge fields in the presence of noise, and quantum gravity wherein we are concerned with perturbation to the quadratic component of the Einstein-Hilbert Hamiltonian caused by higher order nonlinear terms in the position fields and their effect on the Gibbs statistics and consequently quantum probabilities of events computed using the quantum Gibbs state. The reader will also find in this book applications of LDP to quantum filtering theory as developed by Belavkin based on the celebrated Hudson-Parthasarathy quantum stochastic calculus. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan and Bhutan).

Stochastic Processes in Classical and Quantum Physics and Engineering

Stochastic Processes in Classical and Quantum Physics and Engineering
Author :
Publisher : Taylor & Francis
Total Pages : 275
Release :
ISBN-10 : 9781000815542
ISBN-13 : 1000815544
Rating : 4/5 (42 Downloads)

Synopsis Stochastic Processes in Classical and Quantum Physics and Engineering by : Harish Parthasarathy

This book covers a wide range of problems involving the applications of stochastic processes, stochastic calculus, large deviation theory, group representation theory and quantum statistics to diverse fields in dynamical systems, electromagnetics, statistical signal processing, quantum information theory, quantum neural network theory, quantum filtering theory, quantum electrodynamics, quantum general relativity, string theory, problems in biology and classical and quantum fluid dynamics. The selection of the problems has been based on courses taught by the author to undergraduates and postgraduates in Electronics and Communications Engineering. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan).

Advanced Classical and Quantum Probability Theory with Quantum Field Theory Applications

Advanced Classical and Quantum Probability Theory with Quantum Field Theory Applications
Author :
Publisher : CRC Press
Total Pages : 263
Release :
ISBN-10 : 9781000815313
ISBN-13 : 1000815315
Rating : 4/5 (13 Downloads)

Synopsis Advanced Classical and Quantum Probability Theory with Quantum Field Theory Applications by : Harish Parthasarathy

This book is based on three undergraduate and postgraduate courses taught by the author on Matrix theory, Probability theory and Antenna theory over the past several years. It discusses Matrix theory, Probability theory and Antenna theory with solved problems. It will be useful to undergraduate and postgraduate students of Electronics and Communications Engineering. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan and Bhutan).

Quantum Probability & Related Topics

Quantum Probability & Related Topics
Author :
Publisher : World Scientific
Total Pages : 400
Release :
ISBN-10 : 9810219792
ISBN-13 : 9789810219796
Rating : 4/5 (92 Downloads)

Synopsis Quantum Probability & Related Topics by : Luigi Accardi

Quantum Probability and Related Topics is a series of volumes based on materials discussed in the various QP conferences. It aims at providing an update on the rapidly growing field of classical probability, quantum physics and functional analysis.

Entropy, Large Deviations, and Statistical Mechanics

Entropy, Large Deviations, and Statistical Mechanics
Author :
Publisher : Springer
Total Pages : 376
Release :
ISBN-10 : 9783540290605
ISBN-13 : 3540290605
Rating : 4/5 (05 Downloads)

Synopsis Entropy, Large Deviations, and Statistical Mechanics by : Richard S. Ellis

From the reviews: "... Each chapter of the book is followed by a notes section and by a problems section. There are over 100 problems, many of which have hints. The book may be recommended as a text, it provides a completly self-contained reading ..." --S. Pogosian in Zentralblatt für Mathematik

Large Deviations

Large Deviations
Author :
Publisher : American Mathematical Soc.
Total Pages : 298
Release :
ISBN-10 : 9780821827574
ISBN-13 : 082182757X
Rating : 4/5 (74 Downloads)

Synopsis Large Deviations by : Jean-Dominique Deuschel

This is the second printing of the book first published in 1988. The first four chapters of the volume are based on lectures given by Stroock at MIT in 1987. They form an introduction to the basic ideas of the theory of large deviations and make a suitable package on which to base a semester-length course for advanced graduate students with a strong background in analysis and some probability theory. A large selection of exercises presents important material and many applications. The last two chapters present various non-uniform results (Chapter 5) and outline the analytic approach that allows one to test and compare techniques used in previous chapters (Chapter 6).

Large Deviations

Large Deviations
Author :
Publisher : American Mathematical Soc.
Total Pages : 296
Release :
ISBN-10 : 0821869345
ISBN-13 : 9780821869345
Rating : 4/5 (45 Downloads)

Synopsis Large Deviations by : Jean-Dominique Deuschel and Daniel W. Stroock

This is the second printing of the book first published in 1988. The first four chapters of the volume are based on lectures given by Stroock at MIT in 1987. They form an introduction to the basic ideas of the theory of large deviations and make a suitable package on which to base a semester-length course for advanced graduate students with a strong background in analysis and some probability theory. A large selection of exercises presents important material and many applications. The last two chapters present various non-uniform results (Chapter 5) and outline the analytic approach that allows one to test and compare techniques used in previous chapters (Chapter 6).

Developments in Mathematical and Conceptual Physics

Developments in Mathematical and Conceptual Physics
Author :
Publisher : Springer Nature
Total Pages : 454
Release :
ISBN-10 : 9789811550584
ISBN-13 : 9811550581
Rating : 4/5 (84 Downloads)

Synopsis Developments in Mathematical and Conceptual Physics by : Harish Parthasarathy

This book presents concepts of theoretical physics with engineering applications. The topics are of an intense mathematical nature involving tools like probability and random processes, ordinary and partial differential equations, linear algebra and infinite-dimensional operator theory, perturbation theory, stochastic differential equations, and Riemannian geometry. These mathematical tools have been applied to study problems in mechanics, fluid dynamics, quantum mechanics and quantum field theory, nonlinear dynamical systems, general relativity, cosmology, and electrodynamics. A particularly interesting topic of research interest developed in this book is the design of quantum unitary gates of large size using the Feynman diagrammatic approach to quantum field theory. Through this book, the reader will be able to observe how basic physics can revolutionize technology and also how diverse branches of mathematical physics like large deviation theory, quantum field theory, general relativity, and electrodynamics have many common issues that provide the starting point for unifying the whole of physics, namely in the formulation of Grand Unified Theories (GUTS).

Select Topics in Signal Analysis

Select Topics in Signal Analysis
Author :
Publisher : Taylor & Francis
Total Pages : 397
Release :
ISBN-10 : 9781000789782
ISBN-13 : 1000789780
Rating : 4/5 (82 Downloads)

Synopsis Select Topics in Signal Analysis by : Harish Parthasarathy

This book developed from a course given by the author to undergraduate and postgraduate students. It takes up Matrix Theory, Antenna Theory, and Probability Theory in detail. The first chapter on matrix theory discusses in reasonable depth the theory of Lie Algebras leading upto Cartan’s Classification Theory. It also discusses some basic elements of Functional Analysis and Operator Theory in infinite dimensional Banach and Hilbert spaces. The second chapter discusses Basic Probability Theory and the topics discussed find applications to Stochastic Filtering Theory for differential equations driven by white Gaussian noise. The third chapter is on Antenna Theory with a focus on Modern Quantum Antenna Theory. The book will be a valuable resource to students and early career researchers in the field of Mathametical Physics.

Stochastics, Control and Robotics

Stochastics, Control and Robotics
Author :
Publisher : CRC Press
Total Pages : 491
Release :
ISBN-10 : 9781000425932
ISBN-13 : 1000425932
Rating : 4/5 (32 Downloads)

Synopsis Stochastics, Control and Robotics by : Harish Parthasarathy

This book discusses various problems in stochastic Processes, Control Theory, Electromagnetics, Classical and Quantum Field Theory & Quantum Stochastics. The problems are chosen to motivate the interested reader to learn more about these subjects from other standard sources. Stochastic Process theory is applied to the study of differential equations of mechanics subject to external noise. Some issues in general relativity like Geodesic motion, field theory in curved space time etc. are discussed via isolated problems. The more recent quantum stochastic process theory as formulated by R.L. Hudson and K. R. Parathasarathy is discussed. This provides a non commutative operator theoretic version of stochastic process theory. V.P. Belavkin's approach to quantum filtering based on non demolition measurements and Hudson Parathasarathy calculus has been discussed in detail. Quantum versions of the simple exclusion model in Markov process theory have been included. 3D Robots carring a current density interacting with an external Klein- Gordon or Electromagnetic field has been given some attention. The readers will after going through this book, be ready to carry out independent research in classical and quantum field theory and stochastic processes as applied to practical problems. Note: T&F does not sell or distribute the Hardback in India, Pakistan, Nepal, Bhutan, Bangladesh and Sri Lanka.