FRACTIONAL INTEGRALS AND DERIVATIVES. Theory and Applications

Size: px
Start display at page:

Download "FRACTIONAL INTEGRALS AND DERIVATIVES. Theory and Applications"

Transcription

1 FRACTIONAL INTEGRALS AND DERIVATIVES Theory and Applications Stefan G. Samko Rostov State University, Russia Anatoly A. Kilbas Belorussian State University, Minsk, Belarus Oleg I. Marichev Belorussian State University, Minsk, Belarus Gordon and Breach Science Publishers Switzerland Australia Belgium France Germany Great Britain India Japan Malaysia Netherlands Russia Singapore USA

2 Foreword Preface to the English edition Preface Introduction Notation of the main forms of fractional integrals and derivatives Brief historical outline xv xvii xix xxiii xxv xxvii Chapter 1 Fractional Integrals and Derivatives on an Interval 1 1. Preliminaries The spaces H x and H x (p), The spaces L p and L p (p) Some special functions Integral transforms Riemann-Liouville Fractional Integrals and Derivatives The Abel integral equation On the solvability of the Abel equation in the space of integrable functions Definition of fractional integrals and derivatives and their simplest properties Fractional integrals and derivatives of complex order Fractional integrals of some elementary functions Fractional integration and differentiation as reciprocal operations Composition formulae. Connection with semigroups of operators 46

3 vi CONTENTS 3. The Fractional Integrals of Holder and Summable Functions Mapping properties in the space H x Mapping properties in the space HQ(P) Mapping properties in the space L p Mapping properties in the space L p (p) Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 1-3) 84 Chapter 2 Fractional Integrals and Derivatives on the Real Axis and Half-Axis The Main Properties of Fractional Integrals and Derivatives Definitions and elementary properties Fractional integrals of Holderian functions Fractional integrals of summable functions The Marchaud fractional derivative The finite part of integrals due to Hadamard Properties of finite differences and Marchaud fractional derivatives of order a > Connection with fractional power of operators Representation of Function by Fractional Integrals of Lp-Functions The space I a (L p ) Inversion of fractional integrals of L p -functions Characterization of the space I a (L p ) Sufficiency conditions for the representability of functions by fractional integrals On the integral modulus of continuity of J a (L p )-functions Integral Transforms of Fractional Integrals and Derivatives The Fourier transform The Laplace transform The Mellin transform Fractional Integrals and Derivatives of Generalized Functions Preliminary ideas The case of the axis R 1. Lizorkin's space of test functions

4 vii 8.3. Schwartz's approach The case of the half-axis. The approach via the adjoint operator McBride's spaces The case of an interval Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 5-8) Tables of fractional integrals and derivatives 172 Chapter 3 Further Properties of Fractional Integrals and Derivatives Compositions of Fractional Integrals and Derivatives with Weights Compositions of two one-sided integrals with power weights Compositions of two-sided integrals with power weights Compositions of several integrals with power weights Compositions with exponential and power-exponential weights Connection between Fractional Integrals and the Singular Operator The singular operator S The case of the whole line The case of an interval and a half-axis Some other composition relations Fractional Integrals of the Potential Type The real axis. The Riesz and Feller potentials On the "truncation" of the Riesz potential to the half-axis The case of the half-axis The case of a finite interval Functions Representable by Fractional Integrals on an Interval The Marchaud fractional derivative on an interval Characterization of fractional integrals of functions in L p Continuation, restriction and "sewing" of fractional integrals Characterization of fractional integrals of Holderian functions 238

5 viii CONTENTS Fractional integration in the union of weighted Holder spaces Fractional integrals and derivatives of functions with a prescribed continuity modulus Miscellaneous Results for Fractional Integro-differentiation of Functions of a Real Variable Lipschitz spaces H p and H x Mapping properties of fractional integration in H p Fractional integrals and derivatives of functions which are given on the whole line and belong to H x on every finite interval Fractional derivatives of absolutely continuous functions The Riesz mean value theorem and inequalities for fractional integrals and derivatives Fractional integration and the summation of series and integrals The Generalized Leibniz Rule Fractional integro-differentiation of analytic functions on the real axis The generalized Leibniz rule Asymptotic Expansions of Fractional Integrals Definitions and properties of asymptotic expansions The case of a power asymptotic expansion The case of a power-logarithmic asymptotic expansion The case of a power-exponential asymptotic expansion The asymptotic solution of Abel's equation Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 10-16) 305 Chapter 4 - Other Forms of Fractional Integrals and Derivatives Direct Modifications and Generalizations of Riemann- Liouville Fractional Integrals Erdelyi-Kober-type operators Fractional integrals of a function by another function Hadamard fractional integro-differentiation 329

6 ix One-dimensional modification of Bessel fractional integrodifferentiation and the spaces H*' p = L' p The Chen fractional integral Dzherbashyan's generalized fractional integral Weyl Fractional Integrals and Derivatives of Periodic Functions Definitions. Connections with Fourier series Elementary properties of Weyl fractional integrals Other forms of fractional integration of periodic functions The coincidence of Weyl and Marchaud fractional derivatives The representability of periodic functions by the Weyl fractional integral Weyl fractional integration and differentiation in the space of Holderian functions Weyl fractional integrals and derivatives of periodic functions in H x The Bernstein inequality for fractional integrals of trigonometric polynomials An Approach to Fractional Integro-differentiation via Fractional Differences (The Grunwald-Letnikov Approach) Differences of a fractional order and their properties Coincidence of the Grunwald-Letnikov derivative with the Marchaud derivative. The periodic case Coincidence of the Grunwald-Letnikov derivative with the Marchaud derivative. The non-periodic case Grunwald-Letnikov fractional differentiation on a finite interval Operators with Power-Logarithmic Kernels Mapping properties in the space H x Mapping properties in the space HQ(P) Mapping properties in the space L p Mapping properties in the space L p (p) Asymptotic expansions Fractional Integrals and Derivatives in the Complex Plane Definitions and the main properties of fractional integrodifferentiation in the complex plane Fractional integro-differentiation of analytic functions Generalization of fractional integro-differentiation of analytic functions 426

7 23. Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 18-22) Answers to some questions put at the Conference on Fractional Calculus (New Haven, 1974) 455 Chapter 5 Fractional Integro-differentiation of Functions of Many Variables Partial and Mixed Integrals and Derivatives of Fractional Order The multidimensional Abel integral equation Partial and mixed fractional integrals and derivatives The case of two variables. Tensor product of operators Mapping properties of fractional integration operators in the spaces L p (R n ) (with mixed norm) Connection with a singular integral Partial and mixed fractional derivatives in the Marchaud form Characterization of fractional integrals of functions in Lp(R 2 ) Integral transform of fractional integrals and derivatives Lizorkin function space invariant relative to fractional integrodifferentiation Fractional derivatives and integrals of periodic functions of many variables Grunwald-Letnikov fractional differentiation Operators of the polypotential type Riesz Fractional Integro-differentiation Preliminaries The Riesz potential and its Fourier transform. Invariant Lizorkin space Mapping properties of the operator I a in the spaces L p (R n ) and L p (R n ;p) Riesz differentiation (hypersingular integrals) Unilateral Riesz potentials Hypersingular Integrals and the Space of Riesz Potentials Investigation of the normalizing constants d ni i(a) as functions of the parameter a 505

8 xi Convergence of the hypersingular integral for smooth functions and diminution of order / to / > 2[a/2] in the case of a non-centered difference The hypersingular integral as an inverse of a Riesz potential Hypersingular integrals with homogeneous characteristics Hypersingular integral with a homogeneous characteristic as a convolution with the distribution Representation of differential operators in partial derivatives by hypersingular integrals The space I a (L p ) of Riesz potentials and its characterization in terms of hypersingular integrals. The space L pr (R n ) Bessel Fractional Integro-differentiation The Bessel kernel and its properties Connections with Poisson, Gauss-Weierstrass and metaharmonic continuation semigroups The space of Bessel potentials The realization of (E A)"/ 2, a > 0, in terms of hypersingular integrals Other Forms of Multidimensional Fractional Integrodifferentiation Riesz potential with Lorentz distance (hyperbolic Riesz potentials) Parabolic potentials The realization of the fractional powers ( A x + 7)" and (E A x + - i) a i a > 0, in terms of a hypersingular integral Pyramidal analogues of mixed fractional integrals and derivatives Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 24-28) 584 Chapter 6 Applications to Integral Equations of the First Kind with Power and Power-Logarithmic Kernels The Generalized Abel Integral Equation The dominant singular integral equation The generalized Abel equation on the whole axis The generalized Abel equation on an interval The case of constant coefficients 622

9 xii CONTENTS 31. The Noether Nature of the Equation of the First Kind with Power-Type Kernels Preliminaries on Noether operators The equation on the axis Equations on a finite interval On the stability of solutions Equations with Power-Logarithmic Kernels Special Volterra functions and some of their properties The solution of equations with integer non-negative powers of logarithms The solution of equations with real powers of logarithms The Noether Nature of Equations of the First Kind with Power-Logarithmic Kernels Imbedding theorems for the ranges of the operators I"f and /*/ Connection between the operators with power-logarithmic kernels and singular operator The Noether nature of equation (33.1) Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 30-33) 687 Chapter 7 - Integral Equations of the First Kind with Special Functions as Kernels Some Equations with Homogeneous Kernels Involving Gauss and Legendre Functions Equations with the Gauss function Equations with the Legendre function Fractional Integrals and Derivatives as Integral Transforms Definition of the G-transform. The spaces SOT"}(L) and L ( 2 c ' y) and their characterization Existence, mapping properties and representations of the G-transform: Factorization of the G-transform Inversion of the G-transform The mapping properties, factorization and inversion of fractional integrals in the spaces 3Jt~^(L) and L\ e 720

10 xiii Other examples of factorization Mapping properties of the G-transform on fractional integrals and derivatives Index laws for fractional integrals and derivatives Equations with Non-Homogeneous Kernels Equations with difference kernels Generalized operators of Hankel and Erdelyi-Kober transforms Non-convolution operators with Bessel functions in kernels Equation of compositional type The W-transform and its inversion Application of fractional integrals to the inversion of the W-transform Applications of Fractional Integro-differentiation to the Investigation of Dual Integral Equations Dual Equations Triple equations Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 35-38) 775 Chapter 8 Applications to Differential Equations Integral Representations for Solution of Partial Differential Equations of the Second Order via Analytic Functions and Their Applications to Boundary Value Problems Preliminaries The representation of solutions of generalized Helmholtz two-axially symmetric equation Boundary value problems for the generalized Helmholtz twoaxially symmetric equation Euler-Poisson-Darboux Equation Representations for solutions of the Euler-Poisson-Darboux equation Classical and generalized solutions of the Cauchy problem The half-homogeneous Cauchy problem in multidimensional half-space The weighted Dirichlet and Neumann problems in a half-plane 826

11 xiv CONTENTS 42. Ordinary Differential Equations of Fractional Order The Cauchy-type problem for differential equations and systems of differential equations of fractional order of general form The Cauchy^type problem for linear differential equation of fractional order The Dirichlet-type problem for linear differential equation of fractional order Solution of the linear differential equation of fractional order with constant coefficients in the space of generalized functions The application of fractional differentiation to differential equations of integer order Bibliographical Remarks and Additional Information to Chapter Historical notes Survey of other results (relating to 40-42) 858 Bibliography 873 Author Index 953 Subject Index 965 Index of Symbols 973

Theory of Sobolev Multipliers

Theory of Sobolev Multipliers Vladimir G. Maz'ya Tatyana O. Shaposhnikova Theory of Sobolev Multipliers With Applications to Differential and Integral Operators ^ Springer Introduction Part I Description and Properties of Multipliers

More information

MATHEMATICAL METHODS OF STATISTICS

MATHEMATICAL METHODS OF STATISTICS MATHEMATICAL METHODS OF STATISTICS By HARALD CRAMER TROFESSOK IN THE UNIVERSITY OF STOCKHOLM Princeton PRINCETON UNIVERSITY PRESS 1946 TABLE OF CONTENTS. First Part. MATHEMATICAL INTRODUCTION. CHAPTERS

More information

Mean value theorem, Taylors Theorem, Maxima and Minima.

Mean value theorem, Taylors Theorem, Maxima and Minima. MA 001 Preparatory Mathematics I. Complex numbers as ordered pairs. Argand s diagram. Triangle inequality. De Moivre s Theorem. Algebra: Quadratic equations and express-ions. Permutations and Combinations.

More information

BOOK REVIEWS. [f(y)/(*-y)]dy.

BOOK REVIEWS. [f(y)/(*-y)]dy. BOOK REVIEWS Orthogonal Polynomials. By Gabor Szegö. (American Mathematical Society Colloquium Publications, vol. 23.) New York, American Mathematical Society, 1939. 10+401 pp. The general concept of orthogonal

More information

Asymptotic Analysis of Fields in Multi-Structures

Asymptotic Analysis of Fields in Multi-Structures Asymptotic Analysis of Fields in Multi-Structures VLADIMIR KOZLOV Department of Mathematics, Linkoeping University, Sweden VLADIMIR MAZ'YA Department of Mathematics, Linkoeping University, Sweden ALEXANDER

More information

CONFLUENT HYPERGEOMETRIC FUNCTIONS

CONFLUENT HYPERGEOMETRIC FUNCTIONS CONFLUENT HYPERGEOMETRIC FUNCTIONS BY L. J. SLATER, D.LIT., PH.D. Formerly Bateson Research Fellow Newnham College, Cambridge Institut fur theoretssche Physfk Technische Hochschule Darmstadt CAMBRIDGE

More information

WAVES AND FIELDS IN INHOMOGENEOUS MEDIA

WAVES AND FIELDS IN INHOMOGENEOUS MEDIA WAVES AND FIELDS IN INHOMOGENEOUS MEDIA WENG CHO CHEW UNIVERSITY OF ILLINOIS URBANA-CHAMPAIGN IEEE PRESS Series on Electromagnetic Waves Donald G. Dudley, Series Editor IEEE Antennas and Propagation Society,

More information

APPLICATIONS OF TENSOR ANALYSIS

APPLICATIONS OF TENSOR ANALYSIS APPLICATIONS OF TENSOR ANALYSIS (formerly titled: Applications of the Absolute Differential Calculus) by A J McCONNELL Dover Publications, Inc, Neiv York CONTENTS PART I ALGEBRAIC PRELIMINARIES/ CHAPTER

More information

INTEGRAL METHODS IN LOW-FREQUENCY ELECTROMAGNETICS

INTEGRAL METHODS IN LOW-FREQUENCY ELECTROMAGNETICS INTEGRAL METHODS IN LOW-FREQUENCY ELECTROMAGNETICS I. Dolezel Czech Technical University, Praha, Czech Republic P. Karban University of West Bohemia, Plzeft, Czech Republic P. Solin University of Nevada,

More information

Numerical Analysis An Introduction

Numerical Analysis An Introduction Walter Gautschi Numerical Analysis An Introduction 1997 Birkhauser Boston Basel Berlin CONTENTS PREFACE xi CHAPTER 0. PROLOGUE 1 0.1. Overview 1 0.2. Numerical analysis software 3 0.3. Textbooks and monographs

More information

Elementary Differential Equations and Boundary Value Problems. 10th Edition International Student Version

Elementary Differential Equations and Boundary Value Problems. 10th Edition International Student Version Brochure More information from http://www.researchandmarkets.com/reports/3148843/ Elementary Differential Equations and Boundary Value Problems. 10th Edition International Student Version Description:

More information

Complex Function Theory. Second Edition. Donald Sarason >AMS AMERICAN MATHEMATICAL SOCIETY

Complex Function Theory. Second Edition. Donald Sarason >AMS AMERICAN MATHEMATICAL SOCIETY Complex Function Theory Second Edition Donald Sarason >AMS AMERICAN MATHEMATICAL SOCIETY Contents Preface to the Second Edition Preface to the First Edition ix xi Chapter I. Complex Numbers 1 1.1. Definition

More information

AN INTRODUCTION TO NUMERICAL METHODS AND ANALYSIS

AN INTRODUCTION TO NUMERICAL METHODS AND ANALYSIS AN INTRODUCTION TO NUMERICAL METHODS AND ANALYSIS Revised Edition James Epperson Mathematical Reviews BICENTENNIAL 0, 1 8 0 7 z ewiley wu 2007 r71 BICENTENNIAL WILEY-INTERSCIENCE A John Wiley & Sons, Inc.,

More information

Fixed Point Theory. With 14 Illustrations. %1 Springer

Fixed Point Theory. With 14 Illustrations. %1 Springer Andrzej Granas James Dugundji Fixed Point Theory With 14 Illustrations %1 Springer Contents Preface vii 0. Introduction 1 1. Fixed Point Spaces 1 2. Forming New Fixed Point Spaces from Old 3 3. Topological

More information

Ill-Posed Problems in Probability and Stability of Random Sums. Lev B. Klebanov, Tomasz J. Kozubowski, and Svetlozar T. Rachev

Ill-Posed Problems in Probability and Stability of Random Sums. Lev B. Klebanov, Tomasz J. Kozubowski, and Svetlozar T. Rachev Ill-Posed Problems in Probability and Stability of Random Sums By Lev B. Klebanov, Tomasz J. Kozubowski, and Svetlozar T. Rachev Preface This is the first of two volumes concerned with the ill-posed problems

More information

SCHWEITZER ENGINEERING LABORATORIES, COMERCIAL LTDA.

SCHWEITZER ENGINEERING LABORATORIES, COMERCIAL LTDA. Pocket book of Electrical Engineering Formulas Content 1. Elementary Algebra and Geometry 1. Fundamental Properties (real numbers) 1 2. Exponents 2 3. Fractional Exponents 2 4. Irrational Exponents 2 5.

More information

Institute of Actuaries of India Subject CT3 Probability and Mathematical Statistics

Institute of Actuaries of India Subject CT3 Probability and Mathematical Statistics Institute of Actuaries of India Subject CT3 Probability and Mathematical Statistics For 2015 Examinations Aim The aim of the Probability and Mathematical Statistics subject is to provide a grounding in

More information

Market Entry Strategies of Foreign Telecom Companies in India

Market Entry Strategies of Foreign Telecom Companies in India Kiruba Jeyaseeli Benjamin Levi Market Entry Strategies of Foreign Telecom Companies in India With forewords by Prof. Dr. Rudolf Griinig and Prof. Prabhu Guptara Deutscher Universitats-Verlag Brief contents

More information

MATH BOOK OF PROBLEMS SERIES. New from Pearson Custom Publishing!

MATH BOOK OF PROBLEMS SERIES. New from Pearson Custom Publishing! MATH BOOK OF PROBLEMS SERIES New from Pearson Custom Publishing! The Math Book of Problems Series is a database of math problems for the following courses: Pre-algebra Algebra Pre-calculus Calculus Statistics

More information

Applied Linear Algebra I Review page 1

Applied Linear Algebra I Review page 1 Applied Linear Algebra Review 1 I. Determinants A. Definition of a determinant 1. Using sum a. Permutations i. Sign of a permutation ii. Cycle 2. Uniqueness of the determinant function in terms of properties

More information

Mathematics (MAT) MAT 061 Basic Euclidean Geometry 3 Hours. MAT 051 Pre-Algebra 4 Hours

Mathematics (MAT) MAT 061 Basic Euclidean Geometry 3 Hours. MAT 051 Pre-Algebra 4 Hours MAT 051 Pre-Algebra Mathematics (MAT) MAT 051 is designed as a review of the basic operations of arithmetic and an introduction to algebra. The student must earn a grade of C or in order to enroll in MAT

More information

On some classes of difference equations of infinite order

On some classes of difference equations of infinite order Vasilyev and Vasilyev Advances in Difference Equations (2015) 2015:211 DOI 10.1186/s13662-015-0542-3 R E S E A R C H Open Access On some classes of difference equations of infinite order Alexander V Vasilyev

More information

MATHEMATICS BONUS FILES for faculty and students http://www2.onu.edu/~mcaragiu1/bonus_files.html

MATHEMATICS BONUS FILES for faculty and students http://www2.onu.edu/~mcaragiu1/bonus_files.html MATHEMATICS BONUS FILES for faculty and students http://www2onuedu/~mcaragiu1/bonus_fileshtml RECEIVED: November 1 2007 PUBLISHED: November 7 2007 Solving integrals by differentiation with respect to a

More information

Statistical Rules of Thumb

Statistical Rules of Thumb Statistical Rules of Thumb Second Edition Gerald van Belle University of Washington Department of Biostatistics and Department of Environmental and Occupational Health Sciences Seattle, WA WILEY AJOHN

More information

College of Arts and Sciences. Mathematics

College of Arts and Sciences. Mathematics 108R INTERMEDIATE ALGEBRA. (3) This course is remedial in nature and covers material commonly found in second year high school algebra. Specific topics to be discussed include numbers, fractions, algebraic

More information

MATH. ALGEBRA I HONORS 9 th Grade 12003200 ALGEBRA I HONORS

MATH. ALGEBRA I HONORS 9 th Grade 12003200 ALGEBRA I HONORS * Students who scored a Level 3 or above on the Florida Assessment Test Math Florida Standards (FSA-MAFS) are strongly encouraged to make Advanced Placement and/or dual enrollment courses their first choices

More information

DRAFT. Further mathematics. GCE AS and A level subject content

DRAFT. Further mathematics. GCE AS and A level subject content Further mathematics GCE AS and A level subject content July 2014 s Introduction Purpose Aims and objectives Subject content Structure Background knowledge Overarching themes Use of technology Detailed

More information

Vocabulary Words and Definitions for Algebra

Vocabulary Words and Definitions for Algebra Name: Period: Vocabulary Words and s for Algebra Absolute Value Additive Inverse Algebraic Expression Ascending Order Associative Property Axis of Symmetry Base Binomial Coefficient Combine Like Terms

More information

Mathematics (MS) www.utrgv.edu/grad. Admissio n Requirements Apply to the UTRGV Graduate College:

Mathematics (MS) www.utrgv.edu/grad. Admissio n Requirements Apply to the UTRGV Graduate College: Mathematics (MS) The Master of Science (MS) in Mathematics program is designed to provide a graduate level education for students who intend to teach at various levels, students who will continue or seek

More information

Higher Education Math Placement

Higher Education Math Placement Higher Education Math Placement Placement Assessment Problem Types 1. Whole Numbers, Fractions, and Decimals 1.1 Operations with Whole Numbers Addition with carry Subtraction with borrowing Multiplication

More information

TABLE OF CONTENTS. GENERAL AND HISTORICAL PREFACE iii SIXTH EDITION PREFACE v PART ONE: REVIEW AND BACKGROUND MATERIAL

TABLE OF CONTENTS. GENERAL AND HISTORICAL PREFACE iii SIXTH EDITION PREFACE v PART ONE: REVIEW AND BACKGROUND MATERIAL TABLE OF CONTENTS GENERAL AND HISTORICAL PREFACE iii SIXTH EDITION PREFACE v PART ONE: REVIEW AND BACKGROUND MATERIAL CHAPTER ONE: REVIEW OF INTEREST THEORY 3 1.1 Interest Measures 3 1.2 Level Annuity

More information

Appendix 3 IB Diploma Programme Course Outlines

Appendix 3 IB Diploma Programme Course Outlines Appendix 3 IB Diploma Programme Course Outlines The following points should be addressed when preparing course outlines for each IB Diploma Programme subject to be taught. Please be sure to use IBO nomenclature

More information

How To Prove The Dirichlet Unit Theorem

How To Prove The Dirichlet Unit Theorem Chapter 6 The Dirichlet Unit Theorem As usual, we will be working in the ring B of algebraic integers of a number field L. Two factorizations of an element of B are regarded as essentially the same if

More information

Columbia University in the City of New York New York, N.Y. 10027

Columbia University in the City of New York New York, N.Y. 10027 Columbia University in the City of New York New York, N.Y. 10027 DEPARTMENT OF MATHEMATICS 508 Mathematics Building 2990 Broadway Fall Semester 2005 Professor Ioannis Karatzas W4061: MODERN ANALYSIS Description

More information

Algebra and Geometry Review (61 topics, no due date)

Algebra and Geometry Review (61 topics, no due date) Course Name: Math 112 Credit Exam LA Tech University Course Code: ALEKS Course: Trigonometry Instructor: Course Dates: Course Content: 159 topics Algebra and Geometry Review (61 topics, no due date) Properties

More information

Understanding Basic Calculus

Understanding Basic Calculus Understanding Basic Calculus S.K. Chung Dedicated to all the people who have helped me in my life. i Preface This book is a revised and expanded version of the lecture notes for Basic Calculus and other

More information

6. Define log(z) so that π < I log(z) π. Discuss the identities e log(z) = z and log(e w ) = w.

6. Define log(z) so that π < I log(z) π. Discuss the identities e log(z) = z and log(e w ) = w. hapter omplex integration. omplex number quiz. Simplify 3+4i. 2. Simplify 3+4i. 3. Find the cube roots of. 4. Here are some identities for complex conjugate. Which ones need correction? z + w = z + w,

More information

Control Systems with Actuator Saturation

Control Systems with Actuator Saturation Control Systems with Actuator Saturation Analysis and Design Tingshu Hu Zongli Lin With 67 Figures Birkhauser Boston Basel Berlin Preface xiii 1 Introduction 1 1.1 Linear Systems with Actuator Saturation

More information

RESONANCES AND BALLS IN OBSTACLE SCATTERING WITH NEUMANN BOUNDARY CONDITIONS

RESONANCES AND BALLS IN OBSTACLE SCATTERING WITH NEUMANN BOUNDARY CONDITIONS RESONANCES AND BALLS IN OBSTACLE SCATTERING WITH NEUMANN BOUNDARY CONDITIONS T. J. CHRISTIANSEN Abstract. We consider scattering by an obstacle in R d, d 3 odd. We show that for the Neumann Laplacian if

More information

ORDINARY DIFFERENTIAL EQUATIONS

ORDINARY DIFFERENTIAL EQUATIONS ORDINARY DIFFERENTIAL EQUATIONS GABRIEL NAGY Mathematics Department, Michigan State University, East Lansing, MI, 48824. SEPTEMBER 4, 25 Summary. This is an introduction to ordinary differential equations.

More information

Numerical Methods for Engineers

Numerical Methods for Engineers Steven C. Chapra Berger Chair in Computing and Engineering Tufts University RaymondP. Canale Professor Emeritus of Civil Engineering University of Michigan Numerical Methods for Engineers With Software

More information

Non-Life Insurance Mathematics

Non-Life Insurance Mathematics Thomas Mikosch Non-Life Insurance Mathematics An Introduction with the Poisson Process Second Edition 4y Springer Contents Part I Collective Risk Models 1 The Basic Model 3 2 Models for the Claim Number

More information

Statistical Modeling by Wavelets

Statistical Modeling by Wavelets Statistical Modeling by Wavelets BRANI VIDAKOVIC Duke University A Wiley-Interscience Publication JOHN WILEY & SONS, INC. New York / Chichester / Weinheim / Brisbane / Singapore / Toronto Contents Preface

More information

Introduction to the Finite Element Method

Introduction to the Finite Element Method Introduction to the Finite Element Method 09.06.2009 Outline Motivation Partial Differential Equations (PDEs) Finite Difference Method (FDM) Finite Element Method (FEM) References Motivation Figure: cross

More information

NEW YORK STATE TEACHER CERTIFICATION EXAMINATIONS

NEW YORK STATE TEACHER CERTIFICATION EXAMINATIONS NEW YORK STATE TEACHER CERTIFICATION EXAMINATIONS TEST DESIGN AND FRAMEWORK September 2014 Authorized for Distribution by the New York State Education Department This test design and framework document

More information

Point Lattices in Computer Graphics and Visualization how signal processing may help computer graphics

Point Lattices in Computer Graphics and Visualization how signal processing may help computer graphics Point Lattices in Computer Graphics and Visualization how signal processing may help computer graphics Dimitri Van De Ville Ecole Polytechnique Fédérale de Lausanne Biomedical Imaging Group dimitri.vandeville@epfl.ch

More information

Schneps, Leila; Colmez, Coralie. Math on Trial : How Numbers Get Used and Abused in the Courtroom. New York, NY, USA: Basic Books, 2013. p i.

Schneps, Leila; Colmez, Coralie. Math on Trial : How Numbers Get Used and Abused in the Courtroom. New York, NY, USA: Basic Books, 2013. p i. New York, NY, USA: Basic Books, 2013. p i. http://site.ebrary.com/lib/mcgill/doc?id=10665296&ppg=2 New York, NY, USA: Basic Books, 2013. p ii. http://site.ebrary.com/lib/mcgill/doc?id=10665296&ppg=3 New

More information

Estimated Pre Calculus Pacing Timeline

Estimated Pre Calculus Pacing Timeline Estimated Pre Calculus Pacing Timeline 2010-2011 School Year The timeframes listed on this calendar are estimates based on a fifty-minute class period. You may need to adjust some of them from time to

More information

Univariate and Multivariate Methods PEARSON. Addison Wesley

Univariate and Multivariate Methods PEARSON. Addison Wesley Time Series Analysis Univariate and Multivariate Methods SECOND EDITION William W. S. Wei Department of Statistics The Fox School of Business and Management Temple University PEARSON Addison Wesley Boston

More information

ANGELO STATE UNIVERSITY/GLEN ROSE HIGH SCHOOL DUAL CREDIT ALGEBRA II AND COLLEGE ALGEBRA/MATH 1302 2015-2016

ANGELO STATE UNIVERSITY/GLEN ROSE HIGH SCHOOL DUAL CREDIT ALGEBRA II AND COLLEGE ALGEBRA/MATH 1302 2015-2016 ANGELO STATE UNIVERSITY/GLEN ROSE HIGH SCHOOL DUAL CREDIT ALGEBRA II AND COLLEGE ALGEBRA/MATH 1302 2015-2016 I. INSTRUCTOR MRS. JAMI LOVELADY Office: 504 Tutorial Hours: Mornings Monday through Friday

More information

5 Numerical Differentiation

5 Numerical Differentiation D. Levy 5 Numerical Differentiation 5. Basic Concepts This chapter deals with numerical approximations of derivatives. The first questions that comes up to mind is: why do we need to approximate derivatives

More information

INVESTIGATIONS IN ANALYSIS, DIFFERENTIAL EQUATIONS AND APPLICATIONS

INVESTIGATIONS IN ANALYSIS, DIFFERENTIAL EQUATIONS AND APPLICATIONS International Conference Advances and Perspectives of Basic Sciences in Caucasus and Central Asian Region Tbilisi, November 1-3, 2011 MATHEMATICS IN GEORGIA, PART 2: INVESTIGATIONS IN ANALYSIS, DIFFERENTIAL

More information

Mathematics Course 111: Algebra I Part IV: Vector Spaces

Mathematics Course 111: Algebra I Part IV: Vector Spaces Mathematics Course 111: Algebra I Part IV: Vector Spaces D. R. Wilkins Academic Year 1996-7 9 Vector Spaces A vector space over some field K is an algebraic structure consisting of a set V on which are

More information

HIGH SCHOOL: GEOMETRY (Page 1 of 4)

HIGH SCHOOL: GEOMETRY (Page 1 of 4) HIGH SCHOOL: GEOMETRY (Page 1 of 4) Geometry is a complete college preparatory course of plane and solid geometry. It is recommended that there be a strand of algebra review woven throughout the course

More information

ON A DIFFERENTIAL EQUATION WITH LEFT AND RIGHT FRACTIONAL DERIVATIVES. Abstract

ON A DIFFERENTIAL EQUATION WITH LEFT AND RIGHT FRACTIONAL DERIVATIVES. Abstract ON A DIFFERENTIAL EQUATION WITH LEFT AND RIGHT FRACTIONAL DERIVATIVES Teodor M. Atanackovic and Bogoljub Stankovic 2 Abstract We treat the fractional order differential equation that contains the left

More information

Ideal Class Group and Units

Ideal Class Group and Units Chapter 4 Ideal Class Group and Units We are now interested in understanding two aspects of ring of integers of number fields: how principal they are (that is, what is the proportion of principal ideals

More information

BANACH AND HILBERT SPACE REVIEW

BANACH AND HILBERT SPACE REVIEW BANACH AND HILBET SPACE EVIEW CHISTOPHE HEIL These notes will briefly review some basic concepts related to the theory of Banach and Hilbert spaces. We are not trying to give a complete development, but

More information

Dimension Theory for Ordinary Differential Equations

Dimension Theory for Ordinary Differential Equations Vladimir A. Boichenko, Gennadij A. Leonov, Volker Reitmann Dimension Theory for Ordinary Differential Equations Teubner Contents Singular values, exterior calculus and Lozinskii-norms 15 1 Singular values

More information

A FIRST COURSE IN OPTIMIZATION THEORY

A FIRST COURSE IN OPTIMIZATION THEORY A FIRST COURSE IN OPTIMIZATION THEORY RANGARAJAN K. SUNDARAM New York University CAMBRIDGE UNIVERSITY PRESS Contents Preface Acknowledgements page xiii xvii 1 Mathematical Preliminaries 1 1.1 Notation

More information

Algebra 2 Chapter 1 Vocabulary. identity - A statement that equates two equivalent expressions.

Algebra 2 Chapter 1 Vocabulary. identity - A statement that equates two equivalent expressions. Chapter 1 Vocabulary identity - A statement that equates two equivalent expressions. verbal model- A word equation that represents a real-life problem. algebraic expression - An expression with variables.

More information

Mathematics. Mathematics MATHEMATICS. 298 2015-16 Sacramento City College Catalog. Degree: A.S. Mathematics AS-T Mathematics for Transfer

Mathematics. Mathematics MATHEMATICS. 298 2015-16 Sacramento City College Catalog. Degree: A.S. Mathematics AS-T Mathematics for Transfer MATH Degree: A.S. AS-T for Transfer Division of /Statistics & Engineering Anne E. Licciardi, Dean South Gym 220 916-558-2202 Associate in Science Degree Program Information The mathematics program provides

More information

Mathematics INDIVIDUAL PROGRAM INFORMATION 2014 2015. 866.Macomb1 (866.622.6621) www.macomb.edu

Mathematics INDIVIDUAL PROGRAM INFORMATION 2014 2015. 866.Macomb1 (866.622.6621) www.macomb.edu Mathematics INDIVIDUAL PROGRAM INFORMATION 2014 2015 866.Macomb1 (866.622.6621) www.macomb.edu Mathematics PROGRAM OPTIONS CREDENTIAL TITLE CREDIT HOURS REQUIRED NOTES Associate of Arts Mathematics 62

More information

Algebra 1 Course Title

Algebra 1 Course Title Algebra 1 Course Title Course- wide 1. What patterns and methods are being used? Course- wide 1. Students will be adept at solving and graphing linear and quadratic equations 2. Students will be adept

More information

APPLIED MATHEMATICS ADVANCED LEVEL

APPLIED MATHEMATICS ADVANCED LEVEL APPLIED MATHEMATICS ADVANCED LEVEL INTRODUCTION This syllabus serves to examine candidates knowledge and skills in introductory mathematical and statistical methods, and their applications. For applications

More information

Thnkwell s Homeschool Precalculus Course Lesson Plan: 36 weeks

Thnkwell s Homeschool Precalculus Course Lesson Plan: 36 weeks Thnkwell s Homeschool Precalculus Course Lesson Plan: 36 weeks Welcome to Thinkwell s Homeschool Precalculus! We re thrilled that you ve decided to make us part of your homeschool curriculum. This lesson

More information

Sequence of Mathematics Courses

Sequence of Mathematics Courses Sequence of ematics Courses Where do I begin? Associates Degree and Non-transferable Courses (For math course below pre-algebra, see the Learning Skills section of the catalog) MATH M09 PRE-ALGEBRA 3 UNITS

More information

Algebra I Credit Recovery

Algebra I Credit Recovery Algebra I Credit Recovery COURSE DESCRIPTION: The purpose of this course is to allow the student to gain mastery in working with and evaluating mathematical expressions, equations, graphs, and other topics,

More information

Course Name: College Algebra - MML Course Number: Math 1513 Semester: Fall 2011. Instructor s Name: Hours Credit: 3

Course Name: College Algebra - MML Course Number: Math 1513 Semester: Fall 2011. Instructor s Name: Hours Credit: 3 Course Name: College Algebra - MML Course Number: Math 1513 Semester: Fall 2011 Instructor s Name: Hours Credit: 3 Office Phone: Office Hours: I. Course Description: Quadratic equations, functions and

More information

How To Understand Multivariate Models

How To Understand Multivariate Models Neil H. Timm Applied Multivariate Analysis With 42 Figures Springer Contents Preface Acknowledgments List of Tables List of Figures vii ix xix xxiii 1 Introduction 1 1.1 Overview 1 1.2 Multivariate Models

More information

Precalculus REVERSE CORRELATION. Content Expectations for. Precalculus. Michigan CONTENT EXPECTATIONS FOR PRECALCULUS CHAPTER/LESSON TITLES

Precalculus REVERSE CORRELATION. Content Expectations for. Precalculus. Michigan CONTENT EXPECTATIONS FOR PRECALCULUS CHAPTER/LESSON TITLES Content Expectations for Precalculus Michigan Precalculus 2011 REVERSE CORRELATION CHAPTER/LESSON TITLES Chapter 0 Preparing for Precalculus 0-1 Sets There are no state-mandated Precalculus 0-2 Operations

More information

Georgia Department of Education Kathy Cox, State Superintendent of Schools 7/19/2005 All Rights Reserved 1

Georgia Department of Education Kathy Cox, State Superintendent of Schools 7/19/2005 All Rights Reserved 1 Accelerated Mathematics 3 This is a course in precalculus and statistics, designed to prepare students to take AB or BC Advanced Placement Calculus. It includes rational, circular trigonometric, and inverse

More information

RAJALAKSHMI ENGINEERING COLLEGE MA 2161 UNIT I - ORDINARY DIFFERENTIAL EQUATIONS PART A

RAJALAKSHMI ENGINEERING COLLEGE MA 2161 UNIT I - ORDINARY DIFFERENTIAL EQUATIONS PART A RAJALAKSHMI ENGINEERING COLLEGE MA 26 UNIT I - ORDINARY DIFFERENTIAL EQUATIONS. Solve (D 2 + D 2)y = 0. 2. Solve (D 2 + 6D + 9)y = 0. PART A 3. Solve (D 4 + 4)x = 0 where D = d dt 4. Find Particular Integral:

More information

Inner Product Spaces

Inner Product Spaces Math 571 Inner Product Spaces 1. Preliminaries An inner product space is a vector space V along with a function, called an inner product which associates each pair of vectors u, v with a scalar u, v, and

More information

of Functional Analysis and Applications Group

of Functional Analysis and Applications Group FIRST ANNUAL WORKSHOP TALKS: May 15, 2010, Room Sousa Pinto, 08:15 AM Luís Castro Anabela Silva Alberto Simões Ana Paula Nolasco Saburou Saitoh Anabela Ramos António Caetano Alexandre Almeida Sofia Lopes

More information

Introduction to Partial Differential Equations. John Douglas Moore

Introduction to Partial Differential Equations. John Douglas Moore Introduction to Partial Differential Equations John Douglas Moore May 2, 2003 Preface Partial differential equations are often used to construct models of the most basic theories underlying physics and

More information

BookTOC.txt. 1. Functions, Graphs, and Models. Algebra Toolbox. Sets. The Real Numbers. Inequalities and Intervals on the Real Number Line

BookTOC.txt. 1. Functions, Graphs, and Models. Algebra Toolbox. Sets. The Real Numbers. Inequalities and Intervals on the Real Number Line College Algebra in Context with Applications for the Managerial, Life, and Social Sciences, 3rd Edition Ronald J. Harshbarger, University of South Carolina - Beaufort Lisa S. Yocco, Georgia Southern University

More information

THE CERTIFIED SIX SIGMA BLACK BELT HANDBOOK

THE CERTIFIED SIX SIGMA BLACK BELT HANDBOOK THE CERTIFIED SIX SIGMA BLACK BELT HANDBOOK SECOND EDITION T. M. Kubiak Donald W. Benbow ASQ Quality Press Milwaukee, Wisconsin Table of Contents list of Figures and Tables Preface to the Second Edition

More information

ARBITRAGE-FREE OPTION PRICING MODELS. Denis Bell. University of North Florida

ARBITRAGE-FREE OPTION PRICING MODELS. Denis Bell. University of North Florida ARBITRAGE-FREE OPTION PRICING MODELS Denis Bell University of North Florida Modelling Stock Prices Example American Express In mathematical finance, it is customary to model a stock price by an (Ito) stochatic

More information

Continued Fractions and the Euclidean Algorithm

Continued Fractions and the Euclidean Algorithm Continued Fractions and the Euclidean Algorithm Lecture notes prepared for MATH 326, Spring 997 Department of Mathematics and Statistics University at Albany William F Hammond Table of Contents Introduction

More information

Math Placement Test Study Guide. 2. The test consists entirely of multiple choice questions, each with five choices.

Math Placement Test Study Guide. 2. The test consists entirely of multiple choice questions, each with five choices. Math Placement Test Study Guide General Characteristics of the Test 1. All items are to be completed by all students. The items are roughly ordered from elementary to advanced. The expectation is that

More information

Numerical Recipes in C++

Numerical Recipes in C++ Numerical Recipes in C++ The Art of Scientific Computing Second Edition William H. Press Los Alamos National Laboratory Saul A. Teukolsky Department of Physics, Cornell University William T. Vetterling

More information

Class Meeting # 1: Introduction to PDEs

Class Meeting # 1: Introduction to PDEs MATH 18.152 COURSE NOTES - CLASS MEETING # 1 18.152 Introduction to PDEs, Fall 2011 Professor: Jared Speck Class Meeting # 1: Introduction to PDEs 1. What is a PDE? We will be studying functions u = u(x

More information

MATHEMATICS (MATH) 3. Provides experiences that enable graduates to find employment in sciencerelated

MATHEMATICS (MATH) 3. Provides experiences that enable graduates to find employment in sciencerelated 194 / Department of Natural Sciences and Mathematics MATHEMATICS (MATH) The Mathematics Program: 1. Provides challenging experiences in Mathematics, Physics, and Physical Science, which prepare graduates

More information

AP Calculus AB Syllabus

AP Calculus AB Syllabus Course Overview and Philosophy AP Calculus AB Syllabus The biggest idea in AP Calculus is the connections among the representations of the major concepts graphically, numerically, analytically, and verbally.

More information

Mathematical Methods of Engineering Analysis

Mathematical Methods of Engineering Analysis Mathematical Methods of Engineering Analysis Erhan Çinlar Robert J. Vanderbei February 2, 2000 Contents Sets and Functions 1 1 Sets................................... 1 Subsets.............................

More information

Course outline, MA 113, Spring 2014 Part A, Functions and limits. 1.1 1.2 Functions, domain and ranges, A1.1-1.2-Review (9 problems)

Course outline, MA 113, Spring 2014 Part A, Functions and limits. 1.1 1.2 Functions, domain and ranges, A1.1-1.2-Review (9 problems) Course outline, MA 113, Spring 2014 Part A, Functions and limits 1.1 1.2 Functions, domain and ranges, A1.1-1.2-Review (9 problems) Functions, domain and range Domain and range of rational and algebraic

More information

Chapter 9 Partial Differential Equations

Chapter 9 Partial Differential Equations 363 One must learn by doing the thing; though you think you know it, you have no certainty until you try. Sophocles (495-406)BCE Chapter 9 Partial Differential Equations A linear second order partial differential

More information

Metric Spaces. Chapter 7. 7.1. Metrics

Metric Spaces. Chapter 7. 7.1. Metrics Chapter 7 Metric Spaces A metric space is a set X that has a notion of the distance d(x, y) between every pair of points x, y X. The purpose of this chapter is to introduce metric spaces and give some

More information

UNIVERSITY OF PUNE, PUNE 411007. BOARD OF STUDIES IN MATHEMATICS SYLLABUS

UNIVERSITY OF PUNE, PUNE 411007. BOARD OF STUDIES IN MATHEMATICS SYLLABUS UNIVERSITY OF PUNE, PUNE 411007. BOARD OF STUDIES IN MATHEMATICS SYLLABUS F.Y.B.Sc (MATHEMATICS) PAPER 1 ALGEBRA AND GEOMETRY FIRST TERM 1) Sets (4 Lectures) 1.1 Power set of a set, Product of two sets.

More information

CITY UNIVERSITY LONDON. BEng Degree in Computer Systems Engineering Part II BSc Degree in Computer Systems Engineering Part III PART 2 EXAMINATION

CITY UNIVERSITY LONDON. BEng Degree in Computer Systems Engineering Part II BSc Degree in Computer Systems Engineering Part III PART 2 EXAMINATION No: CITY UNIVERSITY LONDON BEng Degree in Computer Systems Engineering Part II BSc Degree in Computer Systems Engineering Part III PART 2 EXAMINATION ENGINEERING MATHEMATICS 2 (resit) EX2005 Date: August

More information

MICROLOCAL ANALYSIS OF THE BOCHNER-MARTINELLI INTEGRAL

MICROLOCAL ANALYSIS OF THE BOCHNER-MARTINELLI INTEGRAL PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 00, Number 0, Pages 000 000 S 0002-9939(XX)0000-0 MICROLOCAL ANALYSIS OF THE BOCHNER-MARTINELLI INTEGRAL NIKOLAI TARKHANOV AND NIKOLAI VASILEVSKI

More information

Lecture Notes to Accompany. Scientific Computing An Introductory Survey. by Michael T. Heath. Chapter 10

Lecture Notes to Accompany. Scientific Computing An Introductory Survey. by Michael T. Heath. Chapter 10 Lecture Notes to Accompany Scientific Computing An Introductory Survey Second Edition by Michael T. Heath Chapter 10 Boundary Value Problems for Ordinary Differential Equations Copyright c 2001. Reproduction

More information

096 Professional Readiness Examination (Mathematics)

096 Professional Readiness Examination (Mathematics) 096 Professional Readiness Examination (Mathematics) Effective after October 1, 2013 MI-SG-FLD096M-02 TABLE OF CONTENTS PART 1: General Information About the MTTC Program and Test Preparation OVERVIEW

More information

HEAVISIDE CABLE, THOMSON CABLE AND THE BEST CONSTANT OF A SOBOLEV-TYPE INEQUALITY. Received June 1, 2007; revised September 30, 2007

HEAVISIDE CABLE, THOMSON CABLE AND THE BEST CONSTANT OF A SOBOLEV-TYPE INEQUALITY. Received June 1, 2007; revised September 30, 2007 Scientiae Mathematicae Japonicae Online, e-007, 739 755 739 HEAVISIDE CABLE, THOMSON CABLE AND THE BEST CONSTANT OF A SOBOLEV-TYPE INEQUALITY Yoshinori Kametaka, Kazuo Takemura, Hiroyuki Yamagishi, Atsushi

More information

New Pricing Formula for Arithmetic Asian Options. Using PDE Approach

New Pricing Formula for Arithmetic Asian Options. Using PDE Approach Applied Mathematical Sciences, Vol. 5, 0, no. 77, 380-3809 New Pricing Formula for Arithmetic Asian Options Using PDE Approach Zieneb Ali Elshegmani, Rokiah Rozita Ahmad and 3 Roza Hazli Zakaria, School

More information

Taylor and Maclaurin Series

Taylor and Maclaurin Series Taylor and Maclaurin Series In the preceding section we were able to find power series representations for a certain restricted class of functions. Here we investigate more general problems: Which functions

More information

Math Course Descriptions & Student Learning Outcomes

Math Course Descriptions & Student Learning Outcomes Math Course Descriptions & Student Learning Outcomes Table of Contents MAC 100: Business Math... 1 MAC 101: Technical Math... 3 MA 090: Basic Math... 4 MA 095: Introductory Algebra... 5 MA 098: Intermediate

More information