Introduction to the Theory and Application of the Laplace Transformation

Size: px
Start display at page:

Download "Introduction to the Theory and Application of the Laplace Transformation"

Transcription

1 Gustav Doetsch Introduction to the Theory and Application of the Laplace Transformation With 51 Figures and a Table of Laplace Transforms Translation by Walter Nader Springer-Verlag Berlin Heidelberg New York 1974

2 Gustav Doetsch Professor Emeritus of Mathematics, University of Freiburg Walter Nader Assistant Professor, University of Alberta, Canada Translation of the German Original Edition: Einfuhrung in. Theorie und Anwendung der Laplace-Transformation Zweite, neubearbeitete und erweiterte Auflage (Mathematische Reibe, Band 24, Sarnmlung LMW) Birkhauser Verlag Basel, 1970 AMS SUbject Classification (1970): 44AlO, 42A68, 34A10, 34A25, 35A22, 30A84 ISBN -13: e-isbn -13: DOl: / ISBN -13: This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically those of translation, reprinting, re-use of illustrations, broadcasting, reproduction by photocopying machine or similar means, and storage in data banks. Under 54 of the German Copyright Law where copies are made for other than private use, a fee is payable to the publisher, the amount of the fee to be determined by agreement with the publisher. by Springer-Verlag Berlin Heidelberg Softcover reprint of the hardcover 1st edition Library of Congress Catalog Card N'umber

3 Preface In anglo-american literature there exist numerous books, devoted to the application of the Laplace transformation in technical domains such as electrotechnics, mechanics etc. Chiefly, they treat problems which, in mathematical language, are governed by ordinary and partial differential equations, in various physically dressed forms. The theoretical foundations of the Laplace transformation are presented usually only in a simplified manner, presuming special properties with respect to the transformed functions, which allow easy proofs. By contrast, the present book intends principally to develop those parts of the theory of the Laplace transformation, which are needed by mathematicians, physicists a,nd engineers in their daily routine work, but in complete generality and with detailed, exact proofs. The applications to other mathematical domains and to technical problems are inserted, when the theory is adequately developed to present the tools necessary for their treatment. Since the book proceeds, not in a rigorously systematic manner, but rather from easier to more difficult topics, it is suited to be read from the beginning as a textbook, when one wishes to familiarize oneself for the first time with the Laplace transformation. For those who are interested only in particular details, all results are specified in "Theorems" with explicitly formulated assumptions and assertions. Chapters 1-14 treat the question of convergence and the mapping properties of the Laplace transformation. The interpretation of the transformation as the mapping of one function space to another (original and image functions) constitutes the dominating idea of all subsequent considerations. Chapters immediately take advantage of the mapping properties for the solution of ordinary differential equations and of systems of such equations. In this part, especially important for practical applications, the concepts and the special cases occurring in technical literature are considered in detail. Up to this point no complex function theory is required. Chapters enter the more difficult parts of the theory. They are devoted to the complex inversion integral and its various evaluations (by deformation of the path of integration and by series developments) and to the Parseval equation. In these considerations the Fourier transformation is used as an auxiliary tool. Its principal properties are explained for this purpose. Also the question of the representability of a function as a Laplace transform is answered here. Chapters deal with a topic which is of special interest for both theory and application and which is commonly neglected in other books: that is the deduction of asymptotic expansions for the image function from properties of the original function, and conversely the passage from the image function to asymptotic expansions of the original function. In the latter case the inversion integral with angular path plays a decisive role; therefore its properties are developed, for the first time in the literature, in full detail. In technical problems this part provides the basis for the investigation of the behaviour of physical systems for large values of the-time variable. Chapter 38 presents the ordinary differential equation with polynomial coefficients. Here, again, the inversion integral with angular path is used for the contruction of the classical solution.

4 IV Preface As examples of boundary value problems in partial differential equations, Chapter 39 treats the equation of heat conduction and the telegraph equation. The results of Chapters are used to deduce the stationary state of the solutions, which is of special interest for engineering. In Chapter 40 the linear integral equations of convolution type are solved. As an application the integral and the derivative of non-integral order in the intervall (0,00) are defined. Not only to procure a broader basis for the theory, but also to solve certain problems in practical engineering in a satisfactory manner, it is necessary to amplify the space of functions by the modern concept of distribution. The Laplace transformation can be defined for distributions in different ways. The usual method defines the Fourier transformation for distributions and on this basis the Laplace transformation. This method requires the limitation to "tempered" distributions and involves certain difficulties with regard to the definition of the convolution and the validity of the "convolution theorem". Here, however, a direct definition of the Laplace transformation is introduced, which is limited to distributions "of finite order". With this definition the mentioned difficulties do not appear; moreoverithas the advantage that in this partial distribution space, a necessary und sufficient condition for the representability of an analytic function as a Laplace transform can be formulated, which is only sufficient but not necessary in the range of the previous mentioned definition. The theory of distributions does not only make possible the legitimate treatment of such physical phenomena as the "impulse", but also the solution of a problem that has caused many discussions in the technical literature. When the initial value problem for a system of simultaneous differential equations is posed in the sense of classical mathematics, the initial values are understood as limits in the origin form the right. In general, this problem can be solved only if the initial values comply with certain "conditions of compatibility", a requirement which is fulfilled seldom in practice. Since, however, also in such a case the corresponding physical process ensues, someone mathematical description must exist. Such a description is possible, when 1. the functions are replaced by distributions, which are defined always over the whole axis and not only over the right half-axis, which is the domain of the initial value problem, and 2. the given initial values are understood as limits from the left; they originate, then, from the values of the unknowns in the left half-axis, Le. from the past of the system, which agrees exactly with the physical intuition. Instead of a general system, whose treatment would turn out very tedious, the system of first order for two unknown functions is solved completely with all details as a pattern, whereby already all essential steps are encountered. This work represents the translation of a book which appeared in first edition in 1958 and in amplified second edition in 1970 in "BirkhauserVerlag" (Basel und Stuttgart). The translation, which is based on the second edition, was prepared by Professor Dr. Walter Nader (University of Alberta, Edmonton, Canada) with extraordinary care. In innumerable epistolary discussions with the author, the translator has attempted to render the assertions of the German text in an adequate English structure. For his indefatigable endeavour I wish to express to Prof. Nader my warmest thanks. Riedbergstrasse 8 D-7800 Freiburg L Br. Western Germany GUSTAV DOETSCH

5 Table of Contents 1. Introduction of the Laplace Integral from Physical and Mathematical Points of View Examples of Laplace Integrals. Precise Definition of Integration 3. The Half-Plane of Convergence The Laplace Integral as a Transformation 5. The Unique Inverse of the Laplace Transformation 6. The Laplace Transforn;t as an Analytic Function. 7. The Mapping of a Linear Substitution of the Variable. 8. The Mapping of Integration.'. 9. The Mapping of Differentiation. 10. The Mapping of the Convolution 11. Applications of the Convolution Theorem: Integral Relations. 12. The Laplace Transformation of Distributions The Laplace Transforms of Several Special Distributions. 14. Rules of Mapping for the J..l-Transformation of Distributions 15. The Initial Value Problem of Ordinary Differential Equations with Constant Coefficients The Differential Equation of the First Order Partial Fraction Expansion of a Rational Function The Differential Equation of Order n 1. The homogeneous differential equation with arbitrary initial values 2. The inhomogeneous differential equation with vanishing initial values The Transfer Function The Ordinary Differential Equation, specifying Initial Values for Derivatives of Arbitrary Order, and Boundary Values The Solutions of the Differential Equation for Specific Excitations 1. The Step Response Sinusoidal Excitations. The Frequency Response 18. The Ordinary Linear Differential Equation in the Space of Distributions. The Impulse Response Response to the Excitation tj(.n) The Response to Excitation by a Pseudofunction A New Interpretation of the Concept Initial Value 19. The Normal System of Simultaneous Differential Equations

6 VI Table of Contents 1. The Normal Homogeneous System. for Arbitrary Initial Values The Normal Inhomogeneous System with Vanishing Initial Values The Anomalous System of Simultaneous Differential Equations, with Initial Conditions which can be fulfilled The Normal System in the Space of Distributions The Anomalous System with Arbitrary Initial Values, in the Space of Distributions The Behaviour of the Laplace Transform near Infinity The Complex Inversion Formula for the Absolutely Converging Laplace Transformation. The Fourier Transformation Deformation of the Path of Integration of the Complex Inversion Integral The Evaluation of the Complex Inversion Integral by Means of the Calculus of Residues The Complex Inversion Formule for the Simply Converging Laplace Transformation Sufficient Conditions for the Representability as a Laplace Transform of a Function A Condition, Necessary and Sufficient, for the Representability as a Laplace Transform of a Distribution Determination of the Original Function by Means of Series Expansion of the Image Function The Parseval Formula of the Fourier Transformation and of the Laplace Transformation. The Image of the Product The Concepts: Asymptotic Representation, Asymptotic Expansion Asymptotic Behaviour of the Image Function near Infinity 221 Asymptotic Expansion of Image Functions Asymptotic Behaviour of the Image Function near a Singular Point on the Line of Convergence The Asymptotic Behaviour of the Original Function near Infinity, when the Image Function has Singularities of Unique Character The Region of Convergence of the Complex Inversion Integral with Angular Path. The Holomorphy of the Represented Function The Asymptotic Behaviour of an Original Function near Infinity, when its Image Function is Many-Valued at the Singular Point with Largest Real Part Ordinary Differential Equations with Polynomial Coefficients. Solution by Means of the Laplace Transformation and by Means of Integrals with Angular Path of Integration The Differential Equation of the Bessel Functions The General Linear Homogeneous Differential Equation with Linear Coefficients Partial Differential Equations The Equation of Diffusion or Heat ConductIon 279 The Case of Infinite Length 282 The Case of Finite Length 288

7 Table of Contents 1. Thermal Conductor with Vanishing Initial Temperature 2. Thermal Conductor with Vanishing End Temperatures Asymptotic Expansion of the Solution 2. The Telegraph Equation Asymptotic Expansion of the Solution 40. Integral Equations The Linear Integral Equation of the Second Kind, of the Convolution Type The Linear Integral Equation of the First Kind, of the Convolution Type. 308 The Abel Integral Equation VII APPENDIX: Some Concepts and Theorems from the Theory of Distributions 313 Table of Laplace Transforms 317 Operations Functions and Distributions INDEX

Lecture Notes in Physics

Lecture Notes in Physics Lecture Notes in Physics Edited by H. Araki, Kyoto, J. Ehlers, M(Jnchen, K. Hepp, Z~rich R. Kippenhahn, MLinchen, H. A. Weidenmeller, Heidelberg and J. Zittartz, K61n 190 Karl Kraus States, Effects, and

More information

Classics in Mathematics

Classics in Mathematics Classics in Mathematics Friedrich Hirzebruch Topological Methods in Algebraic Geometry Friedrich Hirzebruch Topological Methods in Algebraic Geometry Reprint of the 1978 Edition Springer Friedrich Hirzebruch

More information

Lecture Notes in Mathematics

Lecture Notes in Mathematics Lecture Notes in Mathematics A collection of informal reports and seminars Edited by A. Dold, Heidelberg and B. Eckmann, Zorich 309 David H. Sattinger University of Minnesota, Minneapolis, MN/USA Topics

More information

Classics in Mathematics Andre Weil Elliptic Functions according to Eisenstein and Kronecker

Classics in Mathematics Andre Weil Elliptic Functions according to Eisenstein and Kronecker Classics in Mathematics Andre Weil Elliptic Functions according to Eisenstein and Kronecker Andre Weil was horn on May 6, 1906 in Paris. After studying mathematics at the Ecole Normale Superieure and receiving

More information

Two -Dimensional Digital Signal Processing II

Two -Dimensional Digital Signal Processing II Two -Dimensional Digital Signal Processing II Transforms and Median Filters Edited by T. S. Huang With Contributions by J.-O. Eklundh T.S. Huang B.I. Justusson H. J. Nussbaumer S.G. Tyan S. Zohar With

More information

Probability Theory, Random Processes and Mathematical Statistics

Probability Theory, Random Processes and Mathematical Statistics Probability Theory, Random Processes and Mathematical Statistics Mathematics and Its Applications Managing Editor: M.HAZEWINKEL Centre for Mathematics and Computer Science, Amsterdam, The Netherlands Volume

More information

Lecture Notes in Mathematics

Lecture Notes in Mathematics Lecture Notes in Mathematics Edited by A. Dold and B. Eckmann 715 Inder Bir S. Passi Group Rings and Their Augmentation Ideals Springer-Verlag Berlin Heidelberg New York 1979 Author Inder Bir S. Passi

More information

Lecture Notes in Physics

Lecture Notes in Physics Heidelberg New.York Lecture Notes in Physics Edited by J. Ehlers, Mtinchen, K. Hepp, Ztirich and H. A. Weidenmiiller, Heidelberg Managing Editor: W. Beiglback, Heidelberg 13 Michael Ryan University of

More information

Die Grundlehren der mathematischen Wissenschaften

Die Grundlehren der mathematischen Wissenschaften Die Grundlehren der mathematischen Wissenschaften in Einzeldarstellungen mit besonderer Beriicksichtigung der Anwendungsgebiete Band 52 H erau.fgegeben von J. L. Doob. E. Heinz F. Hirzebruch. E. Hopf H.

More information

Bourbaki Elements of the History of Mathematics

Bourbaki Elements of the History of Mathematics Bourbaki Elements of the History of Mathematics Springer Berlin Heidelberg New York Barcelona Hong Kong London Milan Paris Singapore Tokyo Nicolas Bourbaki Elements of the History of Mathematics Translated

More information

Lecture Notes in Mathematics

Lecture Notes in Mathematics Lecture Notes in Mathematics Edited by A. Oold and B. Eckmann 1238 Michael Holz Klaus-Peter Podewski Karsten Steffens Injective Choice Functions Springer-Verlag Berlin Heidelberg New York London Paris

More information

Proceedings in Life Sciences

Proceedings in Life Sciences Proceedings in Life Sciences Supramolecular Structure and Function Edited by Greta Pifat-Mrzljak With 86 Figures Springer-Verlag Berlin Heidelberg New York Tokyo Dr. GRETA PIFAT-MRZLJAK Ruder Boskovic

More information

Lecture Notes in Mathematics

Lecture Notes in Mathematics Lecture Notes in Mathematics Edited by A. Dold and B. Eckmann 766 Tammo tom Dieck Transformation Groups and Representation Theory Springer-Verlag Berlin Heidelberg New York 1979 Author T. tom Dieck Mathematisches

More information

Preparative Chromatography Techniques

Preparative Chromatography Techniques K. Hostettmann, M. Hostettmann, A. Marston Preparative Chromatography Techniques Applications in Natural Product Isolation With 51 Figures and 18 Tables Springer-Verlag Berlin Heidelberg GmbH Professor

More information

Springer Series in Solid-State Sciences. Edited by Peter Fulde

Springer Series in Solid-State Sciences. Edited by Peter Fulde 7 Springer Series in Solid-State Sciences Edited by Peter Fulde Springer Series in Solid-State Sciences Editors: M. Cardona P. Fulde H.-J. Queisser Volume 1 Principles of Magnetic Resonance By C. P. Slichter

More information

Reactivity and Structure

Reactivity and Structure Reactivity and Structure Concepts in Organic Chemistry Volume 6 Editors: Klaus Hafner Charles W Rees Barry M. Trost Jean-Marie Lehn P. von Rague Schleyer Rudolf Zahradnik M L. Bender M. Kamiyama Cyclodextrin

More information

Differential Equations and Their Applications

Differential Equations and Their Applications Martin Braun Differential Equations and Their Applications Short Version New York S pringer-verlag Heidelberg Berlin Martin Braun Department of Mathematics Queens Conege City University of New York Flushing,

More information

Circuit Analysis for Power Engineering Handbook

Circuit Analysis for Power Engineering Handbook Circuit Analysis for Power Engineering Handbook Circuit Analysis for Power Engineering Handbook Arieh L. Shenkman SPRINGER SCIENCE+BUSINESS MEDIA, B.V A c.i.p. Catalogue record for this book is available

More information

Ergebnisse der Mathematik und ihrer Grenzgebiete

Ergebnisse der Mathematik und ihrer Grenzgebiete Ergebnisse der Mathematik und ihrer Grenzgebiete Band 55 Herausgegeben von P. R. HaIrnos. P. J. Hilton R. Remmert B. Szökefalvi-Nagy Unter Mitwirkung von L. V. Ahlfors. R. Baer F. L. Bauer R. Courant A.

More information

The Mathematics of Computerized Tomography

The Mathematics of Computerized Tomography The Mathematics of Computerized Tomography The Mathematics of Computerized Tomography F. Natterer University of Münster Federal Republic of Germany B. G. TEUBNER Stuttgart @) JOHN WILEY & SONS Chichester.

More information

Minoru Ozima. Geohistory. Global Evolution of the Earth. English by Judy Wakabayashi. Springer-Verlag Berlin Heidelberg New York London Paris Tokyo

Minoru Ozima. Geohistory. Global Evolution of the Earth. English by Judy Wakabayashi. Springer-Verlag Berlin Heidelberg New York London Paris Tokyo Minoru Ozima Geohistory Global Evolution of the Earth English by Judy Wakabayashi Springer-Verlag Berlin Heidelberg New York London Paris Tokyo Professor Dr. MINORU OZIMA Geophysical Institute University

More information

Ergebnisse der Mathematik und ihrer Grenzgebiete

Ergebnisse der Mathematik und ihrer Grenzgebiete Ergebnisse der Mathematik und ihrer Grenzgebiete 3. Foige. Band 16 A Series of Modern Surveys in Mathematics Editorial Board E. Bombieri, Princeton S. Feferman, Stanford N. H. Kuiper, Bures-sur-Yvette

More information

Maximum Principles in Differential Equations

Maximum Principles in Differential Equations Maximum Principles in Differential Equations Springer New York Berlin Heidelberg Barcelona Hong Kong London Milan Paris Singapore Tokyo Murray H. Protter Hans F. Weinberger Maximum Principles in Differential

More information

Topics in Applied Physics Volume 1. Founded by Helmut K. V. Lotsch

Topics in Applied Physics Volume 1. Founded by Helmut K. V. Lotsch Topics in Applied Physics Volume 1 Founded by Helmut K. V. Lotsch Dye Lasers Edited by F. P. Schafer With Contributions by K. H. Drexhage T. W. Hansch E. P. lppen F. P. Schafer C. V. Shank B. B. Snavely

More information

Lecture Notes in Mathematics

Lecture Notes in Mathematics Lecture Notes in Mathematics Edited by A. Dold and B. Eckmann 663 J. F. Berglund H. D. Junghenn p. Milnes Compact Right Topological Semigroups and Generalizations of Almost Periodicity Springer-Verlag

More information

Introduction to Numerical Analysis

Introduction to Numerical Analysis J. Stoer R. Bulirsch Introduction to Numerical Analysis Translated by R. Bartels, W. Gautschi, and C. Witzgall Springer Science+Business Media, LLC J. Stoer R. Bulirsch Institut fiir Angewandte Mathematik

More information

Classics in Mathematics Lars Hormander. The Analysis of Linear Partial Differential Operators I

Classics in Mathematics Lars Hormander. The Analysis of Linear Partial Differential Operators I Classics in Mathematics Lars Hormander The Analysis of Linear Partial Differential Operators I Born on January 24,1931, on the southern coast of Sweden, Lars Hormander did his secondary schooling as well..

More information

Graduate Texts in Mathematics

Graduate Texts in Mathematics Graduate Texts in Mathematics 38 Editorial Board F. W. Gehring P. R. Halmos Managing Editor c. C. Moore H. Grauert K. Fritzsche Several Complex Variables Springer-Verlag New York Heidelberg Berlin H. Grauert

More information

Generalized Functions Theory and Technique Second Edition

Generalized Functions Theory and Technique Second Edition Ram P. Kanwal Generalized Functions Theory and Technique Second Edition Birkhauser Boston Basel Berlin Contents Preface to the Second Edition x Chapter 1. The Dirac Delta Function and Delta Sequences 1

More information

Nonlinear Dynamical Systems in Engineering

Nonlinear Dynamical Systems in Engineering Nonlinear Dynamical Systems in Engineering . Vasile Marinca Nicolae Herisanu Nonlinear Dynamical Systems in Engineering Some Approximate Approaches Vasile Marinca Politehnica University of Timisoara Department

More information

MCBU Molecular and Cell Biology Updates

MCBU Molecular and Cell Biology Updates MCBU Molecular and Cell Biology Updates Series Editors: Prof. Dr. Angelo Azzi Institut fur Biochemie und Molekularbiologie BOhlstr.28 CH-3012 Bern Switzerland Prof. Dr. Lester Packer Dept. of Molecular

More information

Fundamentals of Remote Sensing

Fundamentals of Remote Sensing Erwin Schanda Physical Fundamentals of Remote Sensing With 102 Figures and 14 Tables Springer -Verlag Berlin Heidelberg New York Tokyo Professor Dr. ERWIN SCHANDA University of Bern Institute of Applied

More information

LIBRARY OF MATHEMATICS edited by

LIBRARY OF MATHEMATICS edited by LIBRARY OF MATHEMATICS edited by WALTER LEDERMANN D.Sc., Ph.D., F.R.S.Ed., Professor of Mathematics, University of Sussex Linear Equations Sequences and Series Differential Calculus Elementary Differential

More information

Photograph Kobe, Wi_n I

Photograph Kobe, Wi_n I Photograph Kobe, Wi_n I '/'tl/ik, Ail/llk.,/ J'ILUIIIIlkw Symposium Vienna, March 1-2,1974 Edited by l LZeman and E Ziegler Springer-Verlag Wien GmbH With 1 Portrait and 67 Figures This work is subject

More information

A Workbook of. Electrochemistry

A Workbook of. Electrochemistry A Workbook of Electrochemistry A Workbook of Electrochemistry John O'M. Bockris Professor of Physical Chemistry The Flinders University Adelaide, Australia and Ronald A. Fredlein Lecturer in Physical Chemistry

More information

Progress in Molecular and Subcellular Biology 9

Progress in Molecular and Subcellular Biology 9 Progress in Molecular and Subcellular Biology 9 Progress 9 in Molecular and Subcellular Biology With Contributions by M. Bachmann, C. Brunei, P. Jeanteur R. Messer, W. E. G. MUlier, R. E. Rhoads H. C.

More information

HANDBOOK OF ELECTRONICS FORMULAS, SYMBOLS AND DEFINITIONS

HANDBOOK OF ELECTRONICS FORMULAS, SYMBOLS AND DEFINITIONS HANDBOOK OF ELECTRONICS FORMULAS, SYMBOLS AND DEFINITIONS HANDBOOK OF ELECTRONICS FORMULAS, SYMBOLS AND DEFINITIONS Second Edition John R. Brand Inm!I VAN NOSTRAND REINHOLD ~ New York ISBN-13: 978-1-4684-6493-1

More information

Sputtering by Particle Bombardment I

Sputtering by Particle Bombardment I Sputtering by Particle Bombardment I Physical Sputtering of Single-Element Solids Edited by R. Behrisch With Contributions by H. H. Andersen H.L. Bay R. Behrisch M. T. Robinson H.E. Roosendaal R Sigmund

More information

Linear Partial Differential Equations for Scientists and Engineers

Linear Partial Differential Equations for Scientists and Engineers Tyn Myint-U Lokenath Debnath Linear Partial Differential Equations for Scientists and Engineers Fourth Edition Birkhäuser Boston Basel Berlin Tyn Myint-U 5 Sue Terrace Westport, CT 06880 USA Lokenath Debnath

More information

Mathematical Formulas for Economists

Mathematical Formulas for Economists Mathematical Formulas for Economists Springer-Verlag Berlin Heidelberg GmbH Bernd Luderer. Volker Nollau Klaus Vetters Mathematical Formulas for Economists With 58 Figures and 6 Tables, Springer Professor

More information

A FIRST COURSE IN INTEGRAL EQUATIONS

A FIRST COURSE IN INTEGRAL EQUATIONS A FIRST COURSE IN INTEGRAL EQUATIONS This page is intentionally left blank A FIRST COURSE IN INTEGRAL EQUATIONS Abdul-M ajid Wazwaz Saint Xavier University, USA lib World Scientific 1M^ Singapore New Jersey

More information

QUANTUM SCATTERING THEORY FOR SEVERAL PARTICLE SYSTEMS

QUANTUM SCATTERING THEORY FOR SEVERAL PARTICLE SYSTEMS .: ' :,. QUANTUM SCATTERING THEORY FOR SEVERAL PARTICLE SYSTEMS Mathematical Physics and Applied Mathematics Editors: M. Plato, Universite de Bourgogne, Dijon, France The titles published in this series

More information

UNITEXT La Matematica per il 3+2. Volume 87

UNITEXT La Matematica per il 3+2. Volume 87 UNITEXT La Matematica per il 3+2 Volume 87 More information about this series at http://www.springer.com/series/5418 Sandro Salsa Gianmaria Verzini Partial Differential Equations in Action Complements

More information

Karl-Rudolf Koch Introduction to Bayesian Statistics Second Edition

Karl-Rudolf Koch Introduction to Bayesian Statistics Second Edition Karl-Rudolf Koch Introduction to Bayesian Statistics Second Edition Karl-Rudolf Koch Introduction to Bayesian Statistics Second, updated and enlarged Edition With 17 Figures Professor Dr.-Ing., Dr.-Ing.

More information

The Handbook of Environmental Chemistry

The Handbook of Environmental Chemistry The Handbook of Environmental Chemistry Volume 3 Part D Edited by 0. Hutzinger Anthropogenic Compounds With Contributions by R. F. Addison, A. B. McKague, A. Larsson, D. J. McLeay, P. E. Ney, G. A. Parker,

More information

FOURIER TRANSFORMS. Principles and Applications. ERIC W. HANSEN Thayer School of Engineering, Dartmouth College

FOURIER TRANSFORMS. Principles and Applications. ERIC W. HANSEN Thayer School of Engineering, Dartmouth College FOURIER TRANSFORMS FOURIER TRANSFORMS Principles and Applications ERIC W. HANSEN Thayer School of Engineering, Dartmouth College Cover Image: istockphoto/olgaaltunina Copyright 2014 by John Wiley & Sons,

More information

Stochastic Optimization Methods

Stochastic Optimization Methods Stochastic Optimization Methods Kurt Marti Stochastic Optimization Methods With 14 Figures 4y Springer Univ. Professor Dr. sc. math. Kurt Marti Federal Armed Forces University Munich Aero-Space Engineering

More information

Undergraduate Texts in Mathematics. Editors J. H. Ewing F. W. Gehring P. R. Halmos

Undergraduate Texts in Mathematics. Editors J. H. Ewing F. W. Gehring P. R. Halmos Undergraduate Texts in Mathematics Editors J. H. Ewing F. W. Gehring P. R. Halmos Springer Books on Elemeritary Mathematics by Serge Lang MATH! Encounters with High School Students 1985, ISBN 96129-1 The

More information

Analysis and Control of Age-Dependent Population Dynamics

Analysis and Control of Age-Dependent Population Dynamics Analysis and Control of Age-Dependent Population Dynamics MATHEMATICAL MODELLING: Theory and Applications VOLUME I I This series is aimed at publishing work dealing with the definition, development and

More information

Initial Boundary Value Problems in Mathematical Physics

Initial Boundary Value Problems in Mathematical Physics Initial Boundary Value Problems in Mathematical Physics Initial Boundary Value Problems in Mathematical Physics Rolf leis University of Bonn Federal Republic of Germany Springer Fachmedien Wiesbaden GmbH

More information

FRACTIONAL CALCULUS IN PHYSICS

FRACTIONAL CALCULUS IN PHYSICS APPLICATIONS OF FRACTIONAL CALCULUS IN PHYSICS APPLICATIONS OF FRACTIONAL CALCULUS IN PHYSICS Editor Universitat Mainz and Universitat Stuttgart Germany Vfe World Scientific «Singapore New Jersey London

More information

A Natural Introduction to Probability Theory

A Natural Introduction to Probability Theory Ronald Meester A Natural Introduction to Probability Theory Second Edition Birkhäuser Basel Boston Berlin Author: Ronald Meester Faculteit der Exacte Wetenschappen Vrije Universiteit De Boelelaan 1081a

More information

Advanced Calculus of a Single Variable

Advanced Calculus of a Single Variable Advanced Calculus of a Single Variable Tunc Geveci Advanced Calculus of a Single Variable 123 Tunc Geveci Department of Mathematics and Statistics San Diego State University San Diego, CA, USA ISBN 978-3-319-27806-3

More information

Sampling Theory for Forest Inventory

Sampling Theory for Forest Inventory Pieter G. de Vries Sampling Theory for Forest Inventory A Teach-Yourself Course With 20 Figures Springer-Verlag Berlin Heidelberg New York London Paris Tokyo PIETER G. DE VRIES Dept. of Forest Management

More information

Latif M. Jiji. Heat Convection. With 206 Figures and 16 Tables

Latif M. Jiji. Heat Convection. With 206 Figures and 16 Tables Heat Convection Latif M. Jiji Heat Convection With 206 Figures and 16 Tables Prof. Latif M. Jiji City University of New York School of Engineering Dept. of Mechanical Engineering Convent Avenue at 138th

More information

Environmental Physiology and Biochemistry. of Insects. Edited by Klaus H. Hoffmann. With 78 Figures

Environmental Physiology and Biochemistry. of Insects. Edited by Klaus H. Hoffmann. With 78 Figures Environmental Physiology and Biochemistry of Insects Edited by Klaus H. Hoffmann With 78 Figures Springer-Verlag Berlin Heidelberg New York Tokyo 1985 Professor Dr. KLAUS H. HOFFMANN Allgemeine Zoologie

More information

The Theory of the Top Volume II

The Theory of the Top Volume II Felix Klein Arnold Sommerfeld The Theory of the Top Volume II Development of the Theory in the Case of the Heavy Symmetric Top Raymond J. Nagem Guido Sandri Translators Preface to Volume I by Michael Eckert

More information

Topics in Boundary Element

Topics in Boundary Element Topics in Boundary Element Research Edited by C. A. Brebbia Volume 7 Electrical Engineering Applications With 186 Figures and 11 Tables Springer-Verlag Berlin Heidelberg New York London Paris Tokyo Hong

More information

Ergebnisse cler Mathematik uncl ihrer Grenzgebiete

Ergebnisse cler Mathematik uncl ihrer Grenzgebiete Ergebnisse cler Mathematik uncl ihrer Grenzgebiete Band 25 Herausgegeben von P. R. Halmos. P. J. Hilton. R. Remmert. B. Szokefalvi-Nagy Unter Mitwirkung von L. V. Ahlfors. R. Baer. F. L. Bauer' R. Courant

More information

LANDOLT-BORNSTEIN. Numerical Data and Functional Relationships in Science and Technology. New Series. Editors in Chief: K.-H. Hellwege -0.

LANDOLT-BORNSTEIN. Numerical Data and Functional Relationships in Science and Technology. New Series. Editors in Chief: K.-H. Hellwege -0. LANDOLT-BORNSTEIN Numerical Data and Functional Relationships in Science and Technology New Series Editors in Chief: K.-H. Hellwege -0. Madelung Group V: Geophysics and Space Research Volume 4 Meteorology

More information

Seismicity in Mines. Edited by Slawomir J. Gibowicz. Birkhauser Verlag Basel Boston. Berlin

Seismicity in Mines. Edited by Slawomir J. Gibowicz. Birkhauser Verlag Basel Boston. Berlin Seismicity in Mines Edited by Slawomir J. Gibowicz 1989 Birkhauser Verlag Basel Boston. Berlin Reprint from Pure and Applied Geophysics (PAGEOPH), Volume 129 (1989), No. 3/4 Editor's address: S~awomir

More information

Statistics of Random Processes

Statistics of Random Processes Robert S. Liptser Albert N. Shiryaev Statistics of Random Processes II. Applications Translated by A. B. Aries Translation Editor: Stephen S. Wilson Second, Revised and Expanded Edition Springer Authors

More information

Graduate Texts in Mathematics 51

Graduate Texts in Mathematics 51 Graduate Texts in Mathematics 51 Editorial Board F. W. Gehring P. R. Halmos M anaging Editor c. C. Moore Wilhelm Klingenberg ACoursein Differential Geometry Translated by David Hoffman Springer Science+Business

More information

Graduate Texts in Mathematics 22

Graduate Texts in Mathematics 22 Graduate Texts in Mathematics 22 Managing Editors: P. R. Halmos C. C. Moore Donald W. Barnes lohn M. Mack An Aigebraic Introduction to Mathematical Logic Springer Science+Business Media, LLC Donald W.

More information

Nonlinear Optics. D.L.Mills. Basic Concepts. Springer-Verlag. With 32 Figures

Nonlinear Optics. D.L.Mills. Basic Concepts. Springer-Verlag. With 32 Figures Nonlinear Optics D.L.Mills Nonlinear Optics Basic Concepts With 32 Figures Springer-Verlag Berlin Heidelberg New York London Paris Tokyo HongKong Barcelona Budapest Professor D. L. Mills, Ph.D. Department

More information

Probability and Statistics. Volume II

Probability and Statistics. Volume II Probability and Statistics Volume II Didier Dacunha-Castelle Marie Duflo Probability and Statistics Volume II Translated by David McHale Springer-Verlag New York Berlin Heidelberg Tokyo Didier Dacunha-Castelle

More information

STOCHASTIC PROCESSES FOR PHYSICISTS. Understanding Noisy Systems

STOCHASTIC PROCESSES FOR PHYSICISTS. Understanding Noisy Systems STOCHASTIC PROCESSES FOR PHYSICISTS Understanding Noisy Systems Stochastic processes are an essential part of numerous branches of physics, as well as biology, chemistry, and finance. This textbook provides

More information

OSCILLATION THEORY FOR DIFFERENCE AND FUNCTIONAL DIFFERENTIAL EQUATIONS

OSCILLATION THEORY FOR DIFFERENCE AND FUNCTIONAL DIFFERENTIAL EQUATIONS OSCILLATION THEORY FOR DIFFERENCE AND FUNCTIONAL DIFFERENTIAL EQUATIONS Oscillation Theory for Difference and Functional Differential Equations by Ravi P. Agarwal Department of Mathematics, National University

More information

Christian Okonek Michael Schneider Heinz SRindler. ector undies on omplex. rojective S aces

Christian Okonek Michael Schneider Heinz SRindler. ector undies on omplex. rojective S aces Christian Okonek Michael Schneider Heinz SRindler ector undies on omplex rojective S aces Progress in Mathe~natics Vol. 1: H. Gross, Quadratic Forms in Infinite-Dimensional Vector Spaces. XXII, 4!9 pages,!979

More information

Shijun Liao. Homotopy Analysis Method in Nonlinear Differential Equations

Shijun Liao. Homotopy Analysis Method in Nonlinear Differential Equations Shijun Liao Homotopy Analysis Method in Nonlinear Differential Equations Shijun Liao Homotopy Analysis Method in Nonlinear Differential Equations With 127 figures Author Shijun Liao Shanghai Jiao Tong

More information

Advances in Polymer Science. Fortschritte der Hochpolymeren-Forschung

Advances in Polymer Science. Fortschritte der Hochpolymeren-Forschung 65 Advances in Polymer Science Fortschritte der Hochpolymeren-Forschung Analysis/Networks/ Peptides With Contribution by K. Bode, I. Kuriyama, J. E. Mark E Maser; M. Mutter, Y. Nakase, A. Odajima, V. N.

More information

Graduate Texts in Mathematics 42. Editorial Board. F. W. Gehring P. R. Halmos Managing Editor. c. C. Moore

Graduate Texts in Mathematics 42. Editorial Board. F. W. Gehring P. R. Halmos Managing Editor. c. C. Moore Graduate Texts in Mathematics 42 Editorial Board F. W. Gehring P. R. Halmos Managing Editor c. C. Moore Jean-Pierre Serre Linear Representations of Finite Groups Translated from the French by Leonard L.

More information

Progress in the Chemist17 of Organie Natural Produets 63

Progress in the Chemist17 of Organie Natural Produets 63 Fortsehritte der Chemie organiseher Naturstoffe Progress in the Chemist17 of Organie Natural Produets 63 Founded ~ L Zeehmeister Edited ~ W. Berz, O. W. Kir~, R. E. Moore, W. Steglieh, and Ch. ramm Authors:

More information

Numerical Data Fitting in Dynamical Systems

Numerical Data Fitting in Dynamical Systems Numerical Data Fitting in Dynamical Systems Applied Optimization Volume 77 Series Editors: Panos M. Pardalos University of Florida, U.S.A. Donald Hearn University of Florida, U.S.A. The titles published

More information

Egon Krause. Fluid Mechanics

Egon Krause. Fluid Mechanics Egon Krause Fluid Mechanics Egon Krause Fluid Mechanics With Problems and Solutions, and an Aerodynamic Laboratory With 607 Figures Prof. Dr. Egon Krause RWTH Aachen Aerodynamisches Institut Wüllnerstr.5-7

More information

Computational Graph Theory

Computational Graph Theory Computing Supplementum 7 G. Tinhofer, E. Mayr, H. Noltemeier, M. M. Syslo (eds.) in cooperation with R. Albrecht Computational Graph Theory Springer-Verlag Wien New York Prof. Dr. G. Tinhofer Institut

More information

Reactivity and Structure Concepts in Organic Chemistry

Reactivity and Structure Concepts in Organic Chemistry Reactivity and Structure Concepts in Organic Chemistry Volume T1 Editors: Klaus Hafner Charles W Rees Barry M. Trost Jean-Marie Lehn P. von Rague Schleyer Rudolf Zahradnik Steven V. Ley Caroline M. R.

More information

Rade Westergren Mathematics Handbook

Rade Westergren Mathematics Handbook Rade Westergren Mathematics Handbook Springer-Verlag Berlin Heidelberg GmbH Lennart Rade Bertil Westergren Mathematics Handbook for Science and Engineering Fourth Edition Springer ~ Studentlitteratur Lennart

More information

Section 5.2 Series Solution Near Ordinary Point

Section 5.2 Series Solution Near Ordinary Point DE Section 5.2 Series Solution Near Ordinary Point Page 1 of 5 Section 5.2 Series Solution Near Ordinary Point We are interested in second order homogeneous linear differential equations with variable

More information

Theory and Problems of Signals and Systems

Theory and Problems of Signals and Systems SCHAUM'S OUTLINES OF Theory and Problems of Signals and Systems HWEI P. HSU is Professor of Electrical Engineering at Fairleigh Dickinson University. He received his B.S. from National Taiwan University

More information

Collection of problems in probability theory

Collection of problems in probability theory Collection of problems in probability theory L. D. MESHALKIN Moscow State University Collection of problems in probability theory Translated from the Russian and edited by LEO F. BORON University of Idaho

More information

ThiS is a FM Blank Page

ThiS is a FM Blank Page Acid-Base Diagrams ThiS is a FM Blank Page Heike Kahlert Fritz Scholz Acid-Base Diagrams Heike Kahlert Fritz Scholz Institute of Biochemistry University of Greifswald Greifswald Germany English edition

More information

Landolt-Börnstein Numerical Data and Functional Relationships in Science and Technology New Series / Editor in Chief: W.

Landolt-Börnstein Numerical Data and Functional Relationships in Science and Technology New Series / Editor in Chief: W. Landolt-Börnstein Numerical Data and Functional Relationships in Science and Technology New Series / Editor in Chief: W. Martienssen Group VIII: Advanced Materials and Technologies Volume 6 Polymers Subvolume

More information

Semantics of the Probabilistic Typed Lambda Calculus

Semantics of the Probabilistic Typed Lambda Calculus Semantics of the Probabilistic Typed Lambda Calculus Dirk Draheim Semantics of the Probabilistic Typed Lambda Calculus Markov Chain Semantics, Termination Behavior, and Denotational Semantics Dirk Draheim

More information

AN INTRODUCTION TO HYDRODYNAMICS AND WATER WAVES

AN INTRODUCTION TO HYDRODYNAMICS AND WATER WAVES AN INTRODUCTION TO HYDRODYNAMICS AND WATER WAVES HYDRODYNAMICA SIVE DE VIRIBUS ET MOTIBUS FLUIDORUM COMMENTARII 'Remember, when discoursing about water, to induce first experience, then reason.' - Leonardo

More information

Progress in Probability

Progress in Probability Progress in Probability Volume 46 Series Editors Thomas Liggett Charles Newman Loren Pitt Fractal Geometry and Stochastics II Christoph Bandt Siegfried Graf Martina Zăhle Editors Springer Basel AG Editors'

More information

Dynamics Formulas and Problems

Dynamics Formulas and Problems Dynamics Formulas and Problems Dietmar Gross Wolfgang Ehlers Peter Wriggers Jörg Schröder Ralf Müller Dynamics Formulas and Problems Engineering Mechanics 3 123 Dietmar Gross Division of Solid Mechanics

More information

Parameter Estimation and Hypothesis Testing in Linear Models

Parameter Estimation and Hypothesis Testing in Linear Models Parameter Estimation and Hypothesis Testing in Linear Models Springer-Verlag Berlin Heidelberg GmbH Karl-Rudolf Koch Parameter Estimation and Hypothesis Testing in Linear Models Second, updated and enlarged

More information

SMOOTHNESS PROPERTIES OF SOLUTIONS OF CAPUTO- TYPE FRACTIONAL DIFFERENTIAL EQUATIONS. Kai Diethelm. Abstract

SMOOTHNESS PROPERTIES OF SOLUTIONS OF CAPUTO- TYPE FRACTIONAL DIFFERENTIAL EQUATIONS. Kai Diethelm. Abstract SMOOTHNESS PROPERTIES OF SOLUTIONS OF CAPUTO- TYPE FRACTIONAL DIFFERENTIAL EQUATIONS Kai Diethelm Abstract Dedicated to Prof. Michele Caputo on the occasion of his 8th birthday We consider ordinary fractional

More information

Mathematics for Physicists and Engineers

Mathematics for Physicists and Engineers Mathematics for Physicists and Engineers Klaus Weltner Sebastian John Wolfgang J. Weber Peter Schuster Jean Grosjean Mathematics for Physicists and Engineers Fundamentals and Interactive Study Guide 2nd

More information

Monographs in Mathematics. Vol. 82. Edited by A. Borel. J. Moser. S.-T. Yau. Birkhauser. Boston Basel Stuttgart

Monographs in Mathematics. Vol. 82. Edited by A. Borel. J. Moser. S.-T. Yau. Birkhauser. Boston Basel Stuttgart Monographs in Mathematics Vol. 82 Edited by A. Borel J. Moser S.-T. Yau Birkhauser Boston Basel Stuttgart V. I. Arnold S. M. Gusein-Zade A. N. Varchenko Singularities of Differentiable Maps Volume I The

More information

ENGINEERING MECHANICS

ENGINEERING MECHANICS ENGINEERING MECHANICS Engineering Mechanics Volume 2: Stresses, Strains, Displacements by C. HARTSUIJKER Delft University of Technology, Delft, The Netherlands and J.W. WELLEMAN Delft University of Technology,

More information

THE BOUNDARY ELEMENT METHOD

THE BOUNDARY ELEMENT METHOD THE BOUNDARY ELEMENT METHOD SOLID MECHANICS AND ITS APPLICATIONS Volume 27 Series Editor: G.M.L. GLADWELL Solid Mechanics Division, Faculty of Engineering University of Waterloo Waterloo, Ontario, Canada

More information

Engineering. Lectu re Notes in. W S. Venturini. Boundary Element Method in Geomechanics. Springer-Verlag Berlin Heidelberg New York Tokyo 1983

Engineering. Lectu re Notes in. W S. Venturini. Boundary Element Method in Geomechanics. Springer-Verlag Berlin Heidelberg New York Tokyo 1983 Lectu re Notes in Engineering Edited by C.A. Brebbia and S.A. Orszag 4 W S. Venturini Boundary Element Method in Geomechanics Springer-Verlag Berlin Heidelberg New York Tokyo 1983 Series Editors C.A Brebbia.

More information

7 Edited by Peter Fulde. Springer Series in Solid-State Sciences

7 Edited by Peter Fulde. Springer Series in Solid-State Sciences 7 Edited by Peter Fulde Springer Series in Solid-State Sciences Springer Series in Solid-State Sciences Editors: M. Cardona P. Fulde H.-J. Queisser Volume 40 Semiconductor Physics - An Introduction By

More information

ORDINARY DIFFERENTIAL EQUATIONS

ORDINARY DIFFERENTIAL EQUATIONS PREFACE i Preface If an application of mathematics has a component that varies continuously as a function of time, then it probably involves a differential equation. For this reason, ordinary differential

More information

Controlled Markov Processes and Viscosity Solutions

Controlled Markov Processes and Viscosity Solutions Controlled Markov Processes and Viscosity Solutions Wendell H. Fleming, H. Mete Soner Controlled Markov Processes and Viscosity Solutions Second Edition Wendell H. Fleming H.M. Soner Div. Applied Mathematics

More information

Theory of Elasticity

Theory of Elasticity Theory of Elasticity Aldo Maceri Theory of Elasticity 123 Prof. Dr.-Ing. Aldo Maceri Universitá Roma Tre Departimento di Ingegneria Meccanica e Industriale Via della Vasca Navale, 79 00146 Roma Italy

More information

Data Analysis Using the Method of Least Squares

Data Analysis Using the Method of Least Squares Data Analysis Using the Method of Least Squares J. Wolberg Data Analysis Using the Method of Least Squares Extracting the Most Information from Experiments With Figures and Tables 123 John Wolberg Technion-Israel

More information

Editors: A. Borsellino P. Budinich G. Parisi D. W. Sciama W. Thirring E. Tosatti

Editors: A. Borsellino P. Budinich G. Parisi D. W. Sciama W. Thirring E. Tosatti Editors: A. Borsellino P. Budinich G. Parisi D. W. Sciama W. Thirring E. Tosatti Ivan T. Todorov Conformal Description of Spinning Particles Springer-Verlag Berlin Heidelberg New York London Paris Tokyo

More information