Heat Kernel Method and its Applications
Details
The heart of the book is the development of a short-time asymptotic expansion for the heat kernel. This is explained in detail and explicit examples of some advanced calculations are given. In addition some advanced methods and extensions, including path integrals, jump diffusion and others are presented.
The book consists of four parts: Analysis, Geometry, Perturbations and Applications. The first part shortly reviews of some background material and gives an introduction to PDEs. The second part is devoted to a short introduction to various aspects of differential geometry that will be needed later. The third part and heart of the book presents a systematic development of effective methods for various approximation schemes for parabolic differential equations. The last part is devoted to applications in financial mathematics, in particular, stochastic differential equations.
Although this book is intended for advanced undergraduate or beginning graduate students in, it should also provide a useful reference for professional physicists, applied mathematicians as well as quantitative analysts with an interest in PDEs.
This book presents in depth asymptotic methods for solving parabolic partial differential equations at the level suitable for non-mathematicians The focus is on the stochastic description Although this book is intended for advanced undergraduate or beginning graduate students, it should also provide a useful reference for professional physicists, applied mathematicians as well as quantitative analysts with an interest in partial differential equations, mathematical physics, differential geometry, singular perturbations and mathematical finance
Inhalt
Part I Analysis.- 1 Background in Analysis.- 2 Introduction to Partial Differential Equations.- Part II Geometry.- 3 Introduction to Differential Geometry.- Part III Perturbations.- 4 Singular Perturbations.- 5 Heat Kernel Asymptotics.- 6 Advanced Topics.- Part IV Applications.- 7 Stochastic Processes.- 8 Applications in Mathematical Finance.- Summary.- References.- Index.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783319262659
 - Lesemotiv Verstehen
 - Genre Maths
 - Auflage 1st edition 2015
 - Anzahl Seiten 412
 - Herausgeber Springer International Publishing
 - Größe H241mm x B160mm x T28mm
 - Jahr 2015
 - EAN 9783319262659
 - Format Fester Einband
 - ISBN 3319262653
 - Veröffentlichung 04.12.2015
 - Titel Heat Kernel Method and its Applications
 - Autor Ivan Avramidi
 - Gewicht 781g
 - Sprache Englisch