Orthogonal Polynomials In The Spectral Analysis Of Markov Processes
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| Author | : Manuel Domínguez de la Iglesia |
| Publisher | : Cambridge University Press |
| Total Pages | : 348 |
| Release | : 2021-10-21 |
| Genre | : Mathematics |
| ISBN | : 1009035207 |
In pioneering work in the 1950s, S. Karlin and J. McGregor showed that probabilistic aspects of certain Markov processes can be studied by analyzing orthogonal eigenfunctions of associated operators. In the decades since, many authors have extended and deepened this surprising connection between orthogonal polynomials and stochastic processes. This book gives a comprehensive analysis of the spectral representation of the most important one-dimensional Markov processes, namely discrete-time birth-death chains, birth-death processes and diffusion processes. It brings together the main results from the extensive literature on the topic with detailed examples and applications. Also featuring an introduction to the basic theory of orthogonal polynomials and a selection of exercises at the end of each chapter, it is suitable for graduate students with a solid background in stochastic processes as well as researchers in orthogonal polynomials and special functions who want to learn about applications of their work to probability.
| Author | : Wim Schoutens |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 170 |
| Release | : 2012-12-06 |
| Genre | : Mathematics |
| ISBN | : 1461211700 |
The book offers an accessible reference for researchers in the probability, statistics and special functions communities. It gives a variety of interdisciplinary relations between the two main ingredients of stochastic processes and orthogonal polynomials. It covers topics like time dependent and asymptotic analysis for birth-death processes and diffusions, martingale relations for Lévy processes, stochastic integrals and Stein's approximation method. Almost all well-known orthogonal polynomials, which are brought together in the so-called Askey Scheme, come into play. This volume clearly illustrates the powerful mathematical role of orthogonal polynomials in the analysis of stochastic processes and is made accessible for all mathematicians with a basic background in probability theory and mathematical analysis. Wim Schoutens is a Postdoctoral Researcher of the Fund for Scientific Research-Flanders (Belgium). He received his PhD in Science from the Catholic University of Leuven, Belgium.
| Author | : Piotr Kielanowski |
| Publisher | : Springer Nature |
| Total Pages | : 465 |
| Release | : |
| Genre | : |
| ISBN | : 3031624076 |
| Author | : A. A. Borovkov |
| Publisher | : Cambridge University Press |
| Total Pages | : |
| Release | : 2022-06-30 |
| Genre | : Mathematics |
| ISBN | : 100911560X |
Compound renewal processes (CRPs) are among the most ubiquitous models arising in applications of probability. At the same time, they are a natural generalization of random walks, the most well-studied classical objects in probability theory. This monograph, written for researchers and graduate students, presents the general asymptotic theory and generalizes many well-known results concerning random walks. The book contains the key limit theorems for CRPs, functional limit theorems, integro-local limit theorems, large and moderately large deviation principles for CRPs in the state space and in the space of trajectories, including large deviation principles in boundary crossing problems for CRPs, with an explicit form of the rate functionals, and an extension of the invariance principle for CRPs to the domain of moderately large and small deviations. Applications establish the key limit laws for Markov additive processes, including limit theorems in the domains of normal and large deviations.
| Author | : Wolfgang Lay |
| Publisher | : Cambridge University Press |
| Total Pages | : 316 |
| Release | : 2024-05-23 |
| Genre | : Mathematics |
| ISBN | : 1009546589 |
Higher special functions emerge from boundary eigenvalue problems of Fuchsian differential equations with more than three singularities. This detailed reference provides solutions for singular boundary eigenvalue problems of linear ordinary differential equations of second order, exploring previously unknown methods for finding higher special functions. Starting from the fact that it is the singularities of a differential equation that determine the local, as well as the global, behaviour of its solutions, the author develops methods that are both new and efficient and lead to functional relationships that were previously unknown. All the developments discussed are placed within their historical context, allowing the reader to trace the roots of the theory back through the work of many generations of great mathematicians. Particular attention is given to the work of George Cecil Jaffé, who laid the foundation with the calculation of the quantum mechanical energy levels of the hydrogen molecule ion.
| Author | : Kevin Broughan |
| Publisher | : Cambridge University Press |
| Total Pages | : 705 |
| Release | : 2023-09-30 |
| Genre | : Mathematics |
| ISBN | : 1009384805 |
This third volume presents further equivalents to the Riemann hypothesis and explores its decidability.
| Author | : Kevin Broughan |
| Publisher | : Cambridge University Press |
| Total Pages | : 706 |
| Release | : 2023-09-30 |
| Genre | : Mathematics |
| ISBN | : 1009384775 |
This three-volume work presents the main known equivalents to the Riemann hypothesis, perhaps the most important problem in mathematics. Volume 3 covers new arithmetic and analytic equivalences from numerous studies in the field, such as Rogers and Tao, and presents derivations which show whether the Riemann hypothesis is decidable.
| Author | : Marcelo Aguiar |
| Publisher | : Cambridge University Press |
| Total Pages | : 897 |
| Release | : 2022-10-31 |
| Genre | : Mathematics |
| ISBN | : 100924373X |
The goal of this monograph is to develop Hopf theory in the setting of a real reflection arrangement. The central notion is that of a Coxeter bialgebra which generalizes the classical notion of a connected graded Hopf algebra. The authors also introduce the more structured notion of a Coxeter bimonoid and connect the two notions via a family of functors called Fock functors. These generalize similar functors connecting Hopf monoids in the category of Joyal species and connected graded Hopf algebras. This monograph opens a new chapter in Coxeter theory as well as in Hopf theory, connecting the two. It also relates fruitfully to many other areas of mathematics such as discrete geometry, semigroup theory, associative algebras, algebraic Lie theory, operads, and category theory. It is carefully written, with effective use of tables, diagrams, pictures, and summaries. It will be of interest to students and researchers alike.
| Author | : Douglas Bridges |
| Publisher | : Cambridge University Press |
| Total Pages | : 864 |
| Release | : 2023-03-31 |
| Genre | : Mathematics |
| ISBN | : 100904141X |
Constructive mathematics – mathematics in which 'there exists' always means 'we can construct' – is enjoying a renaissance. fifty years on from Bishop's groundbreaking account of constructive analysis, constructive mathematics has spread out to touch almost all areas of mathematics and to have profound influence in theoretical computer science. This handbook gives the most complete overview of modern constructive mathematics, with contributions from leading specialists surveying the subject's myriad aspects. Major themes include: constructive algebra and geometry, constructive analysis, constructive topology, constructive logic and foundations of mathematics, and computational aspects of constructive mathematics. A series of introductory chapters provides graduate students and other newcomers to the subject with foundations for the surveys that follow. Edited by four of the most eminent experts in the field, this is an indispensable reference for constructive mathematicians and a fascinating vista of modern constructivism for the increasing number of researchers interested in constructive approaches.
| Author | : Andries E. Brouwer |
| Publisher | : |
| Total Pages | : 481 |
| Release | : 2022-01-13 |
| Genre | : Language Arts & Disciplines |
| ISBN | : 1316512037 |
This monograph on strongly regular graphs is an invaluable reference for anybody working in algebraic combinatorics.
