Mathematics for Engineers and Scientists

Size: px
Start display at page:

Download "Mathematics for Engineers and Scientists"

Transcription

1 Mathematics for Engineers and Scientists Fourth edition ALAN JEFFREY University of Newcastle-upon-Tyne B CHAPMAN & HALL University and Professional Division London New York Tokyo Melbourne Madras

2 Contents Preface to the first edition Preface to the fourth edition xi xiii 1 Introduction to Sets and Numbers Sets and algebra Integers, rationals and arithmetic laws Absolute value of a real number Mathematical induction Cartesian geometry Polar coordinates 38 Problems 41 2 Variables, Functions, and Mappings Variables and functions Inverse functions Some special functions Curves and parameters Functions of several real variables 67 Problems 73 3 Sequences, Limits, and Continuity Sequences Limits of sequences The number e Limits of functions continuity Functions of several variables limits, continuity A useful connecting theorem Asymptotes 110 Problems Complex Numbers and Vectors Introductory ideas Basic algebraic rules for complex numbers Complex numbers as vectors Modulus argument form of complex numbers 132

3 vi / CONTENTS 4.5 Roots of complex numbers Introduction to space vectors Scalar and vector products Geometrical applications Applications to mechanics 168 Problems 172 Differentiation of Functions of One or More Real Variables Problems The derivative Rules of differentiation Some important consequences of differentiability Higher derivatives applications Partial differentiation Total differential Envelopes The chain rule and its consequences Change of variable Implicit functions Higher order partial derivatives Exponential, Hyperbolic, and Logarithmic Functions The exponential function Differentiation of functions involving the exponential function The logarithmic function Hyperbolic functions Exponential function with a complex argument 298 Problems 302 Fundamentals of Integration Definite integrals and areas Integration of arbitrary continuous functions Integral inequalities The definite integral as a function of its upper limit-indefinite integral Differentiation of an integral containing a parameter Other geometrical applications of definite integrals Centre of mass and moment of inertia Double integrals 346 Problems 353

4 CONTENTS / vii 8 Systematic Integration Integration of elementary functions Integration by Substitution Integration by parts Reduction formulae Integration of rational functions partial fractions Other special techniques of Integration Integration by means of tables 390 Problems Matrices and Linear Transformations Introductory ideas Matrix algebra Determinants Linear dependence and linear independence Inverse and adjoint matrix Matrix functions of a Single variable Solution of Systems of linear equations Eigenvalues and eigenvectors Matrix interpretation of change of variables in partial differentiation Linear transformations Applications of matrices and linear transformations 449 Problems Functions ofa Complex Variable Curves and regions Function of a complex variable, limits, continuity and differentiability Conformal mapping 476 Problems Sealars, Vectors, and Fields Curves in space Antiderivatives and integrals of vector functions Some applications Fields, gradient, and directional derivative 515 Problems Series, Taylor's Theorem and its Uses Series Power series Taylor's theorem 549

5 viii / CONTENTS 12.4 Application oftaylor's theorem Applications of the generalized mean value theorem 565 Problems Differential Equations and Geometry Introductory ideas Possible physical origin of some equations Arbitrary constants and initial conditions Properties of Solutions isoclines Orthogonal trajectories 609 Problems First Order Differential Equations Equations with separable variables Homogeneous equations Exact equations The linear equation of first Order Direct deductions and comparison theorems 628 Problems Higher Order Differential Equations Linear equations with constant coefficients homogeneous case Linear equations with constant coefficients inhomogeneous case Variation of parameters Oscillatory Solutions Coupled oscillations and normal modes Systems of first order equations Two point boundary value problems Laplace transform Applications of the Laplace transform 691 Problems FourierSeries Introductory ideas Convergence of Fourier series Different forms of Fourier series Differentiation and integration 739 Problems 745

6 CONTENTS / ix 17 Numerical Analysis Errors Solution of linear equations Interpolation Numerical Integration Solution of polynomial and transcendental equations Numerical Solutions of differential equations Determination of eigenvalues and eigenvectors 783 Problems Probability and Statistics Probability, discrete distributions and moments Continuous distributions normal distribution Mean and variance of sum of random variables Statistics inference drawn from observations Linear regression 834 Problems 836 Answers 841 Reference Lists Index 871

Mathematics for Chemists

Mathematics for Chemists Mathematics for Chemists MATHEMATICS FOR CHEMISTS D. M. Hirst Department of Molecular Sciences, university of Warwick, Coventry M D. M. Hirst 1976 All rights reserved. No part of this publication may be

More information

MATHEMATICAL FORMULAS AND INTEGRALS

MATHEMATICAL FORMULAS AND INTEGRALS HANDBOOK OF MATHEMATICAL FORMULAS AND INTEGRALS Second Edition ALAN JEFFREY Department of Engineering Mathematics University of Newcastle upon Tyne Newcastle upon Tyne United Kingdom ACADEMIC PRESS A Harcourt

More information

CONTENTS. Preface Preliminaries 1

CONTENTS. Preface Preliminaries 1 Preface xi Preliminaries 1 1 TOOLS FOR ANALYSIS 5 1.1 The Completeness Axiom and Some of Its Consequences 5 1.2 The Distribution of the Integers and the Rational Numbers 12 1.3 Inequalities and Identities

More information

MATHEMATICAL FORMULAS AND INTEGRALS

MATHEMATICAL FORMULAS AND INTEGRALS MATHEMATICAL FORMULAS AND INTEGRALS ALAN JEFFREY Department of Engineering Mathematics University of Newcastle upon Tyne Newcastle upon Tyne United Kingdom Academic Press San Diego New York Boston London

More information

Mathematics Syllabus UNIT I ALGEBRA : 1. SETS, RELATIONS AND FUNCTIONS

Mathematics Syllabus UNIT I ALGEBRA : 1. SETS, RELATIONS AND FUNCTIONS Mathematics Syllabus UNIT I ALGEBRA : 1. SETS, RELATIONS AND FUNCTIONS (i) Sets and their Representations: Finite and Infinite sets; Empty set; Equal sets; Subsets; Power set; Universal set; Venn Diagrams;

More information

Integral Section List for OCR Specification

Integral Section List for OCR Specification Integral Section List for OCR Specification 161 Sections are listed below, covering all of AS/A level Mathematics and Further Mathematics, categorised by Module and Topic Module Topic Section Name OCR

More information

Elementary Applications of Probability Theory

Elementary Applications of Probability Theory Elementary Applications of Probability Theory With an introduction to stochastic differential equations Second edition Henry C. Tuckwell Senior Research Fellow Stochastic Analysis Group of the Centre for

More information

ADVANCED ENGINEERING MATHEMATICS

ADVANCED ENGINEERING MATHEMATICS ADVANCED ENGINEERING MATHEMATICS DENNIS G. ZILL Loyola Marymount University MICHAEL R. CULLEN Loyola Marymount University PWS-KENT O I^7 3 PUBLISHING COMPANY E 9 U Boston CONTENTS Preface xiii Parti ORDINARY

More information

Varberg 8e-9e-ET Version Table of Contents Comparisons

Varberg 8e-9e-ET Version Table of Contents Comparisons Varberg 8e-9e-ET Version Table of Contents Comparisons 8th Edition 9th Edition Early Transcendentals 9 Ch Sec Title Ch Sec Title Ch Sec Title 1 PRELIMINARIES 0 PRELIMINARIES 0 PRELIMINARIES 1.1 The Real

More information

Mathematical Methods for Engineers and Scientists 1

Mathematical Methods for Engineers and Scientists 1 K.T. Tang Mathematical Methods for Engineers and Scientists 1 Complex Analysis, Determinants and Matrices With 49 Figures and 2 Tables fyj Springer Part I Complex Analysis 1 Complex Numbers 3 1.1 Our Number

More information

UNIVERSITY OF NORTH ALABAMA MA 110 FINITE MATHEMATICS

UNIVERSITY OF NORTH ALABAMA MA 110 FINITE MATHEMATICS MA 110 FINITE MATHEMATICS Course Description. This course is intended to give an overview of topics in finite mathematics together with their applications and is taken primarily by students who are not

More information

UNDERSTANDING ENGINEERING MATHEMATICS

UNDERSTANDING ENGINEERING MATHEMATICS UNDERSTANDING ENGINEERING MATHEMATICS JOHN BIRD WORKED SOLUTIONS TO EXERCISES 1 INTRODUCTION In Understanding Engineering Mathematic there are over 750 further problems arranged regularly throughout the

More information

MATHEMATICS FOR ECONOMISTS. An Introductory Textbook. Third Edition. Malcolm Pemberton and Nicholas Rau. UNIVERSITY OF TORONTO PRESS Toronto Buffalo

MATHEMATICS FOR ECONOMISTS. An Introductory Textbook. Third Edition. Malcolm Pemberton and Nicholas Rau. UNIVERSITY OF TORONTO PRESS Toronto Buffalo MATHEMATICS FOR ECONOMISTS An Introductory Textbook Third Edition Malcolm Pemberton and Nicholas Rau UNIVERSITY OF TORONTO PRESS Toronto Buffalo Contents Preface Dependence of Chapters Answers and Solutions

More information

APPLIED PARTIAL DIFFERENTIAL EQUATIONS

APPLIED PARTIAL DIFFERENTIAL EQUATIONS APPLIED PARTIAL DIFFERENTIAL EQUATIONS AN I N T R O D U C T I O N ALAN JEFFREY University of Newcastle-upon-Tyne ACADEMIC PRESS An imprint of Elsevier Science Amsterdam Boston London New York Oxford Paris

More information

MA3025 Course Prerequisites

MA3025 Course Prerequisites MA3025 Course Prerequisites MA 3025 (4-1) MA3025 (4-1) Logic and Discrete Mathematics: Provides a rigorous foundation in logic and elementary discrete mathematics. Topics from logic include modeling English

More information

Contents. Preface xi. vii

Contents. Preface xi. vii Preface xi 1. Real Numbers and Monotone Sequences 1 1.1 Introduction; Real numbers 1 1.2 Increasing sequences 3 1.3 Limit of an increasing sequence 4 1.4 Example: the number e 5 1.5 Example: the harmonic

More information

Numerical Methods with MATLAB

Numerical Methods with MATLAB Numerical Methods with MATLAB A Resource for Scientists and Engineers G. J. BÖRSE Lehigh University PWS Publishing Company I(T)P AN!NTERNATIONAL THOMSON PUBLISHING COMPANY Boston Albany Bonn Cincinnati

More information

AN INTRODUCTION TO CLASSICAL REAL ANALYSIS

AN INTRODUCTION TO CLASSICAL REAL ANALYSIS AN INTRODUCTION TO CLASSICAL REAL ANALYSIS KARL R. STROMBERG KANSAS STATE UNIVERSITY CHAPMAN & HALL London Weinheim New York Tokyo Melbourne Madras i 0 PRELIMINARIES 1 Sets and Subsets 1 Operations on

More information

MATHEMATICAL HANDBOOK. Formulas and Tables

MATHEMATICAL HANDBOOK. Formulas and Tables SCHAUM'S OUTLINE SERIES MATHEMATICAL HANDBOOK of Formulas and Tables Second Edition MURRAY R. SPIEGEL, Ph.D. Former Professor and Chairman Mathematics Department Rensselaer Polytechnic Institute Hartford

More information

SPECIAL FUNCTIONS OF MATHEMATICS FOR ENGINEERS

SPECIAL FUNCTIONS OF MATHEMATICS FOR ENGINEERS SPECIAL FUNCTIONS OF MATHEMATICS FOR ENGINEERS Second Edition LARRY C. ANDREWS OXFORD UNIVERSITY PRESS OXFORD TOKYO MELBOURNE SPIE OPTICAL ENGINEERING PRESS A Publication of SPIE The International Society

More information

MATHEMATICAL OBJECTS in

MATHEMATICAL OBJECTS in MATHEMATICAL OBJECTS in Computational Tools in a Unified Object-Oriented Approach Yair Shapira @ CRC Press Taylor & Francis Group Boca Raton London New York CRC Press is an imprint of the Taylor & Francis

More information

Contents. I Basic Methods 13

Contents. I Basic Methods 13 Preface xiii 1 Introduction 1 I Basic Methods 13 2 Convergent and Divergent Series 15 2.1 Introduction... 15 2.1.1 Power series: First steps... 15 2.1.2 Further practical aspects... 17 2.2 Differential

More information

MATHEMATICS (MATH) Calendar

MATHEMATICS (MATH) Calendar MATHEMATICS (MATH) This is a list of the Mathematics (MATH) courses available at KPU. For information about transfer of credit amongst institutions in B.C. and to see how individual courses transfer, go

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

Dynamic Systems. Modeling and Analysis. Hung V. Vu. Ramin S. Esfandiari. THE McGRAW-HILL COMPANIES, INC. California State University, Long Beach

Dynamic Systems. Modeling and Analysis. Hung V. Vu. Ramin S. Esfandiari. THE McGRAW-HILL COMPANIES, INC. California State University, Long Beach Dynamic Systems Modeling and Analysis Hung V. Vu California State University, Long Beach Ramin S. Esfandiari California State University, Long Beach THE McGRAW-HILL COMPANIES, INC. New York St. Louis San

More information

BASIC MATRIX ALGEBRA WITH ALGORITHMS AND APPLICATIONS ROBERT A. LIEBLER CHAPMAN & HALL/CRC

BASIC MATRIX ALGEBRA WITH ALGORITHMS AND APPLICATIONS ROBERT A. LIEBLER CHAPMAN & HALL/CRC BASIC MATRIX ALGEBRA WITH ALGORITHMS AND APPLICATIONS ROBERT A. LIEBLER CHAPMAN & HALL/CRC A CRC Press Company Boca Raton London New York Washington, D.C. Contents Preface Examples Major results/proofs

More information

NUMERICAL COMPUTATION IN SCIENCE AND ENGINEERING

NUMERICAL COMPUTATION IN SCIENCE AND ENGINEERING NUMERICAL COMPUTATION IN SCIENCE AND ENGINEERING C. Pozrikidis University of California, San Diego New York Oxford OXFORD UNIVERSITY PRESS 1998 CONTENTS Preface ix Pseudocode Language Commands xi 1 Numerical

More information

Contents. 1 Preliminaries 3. Martingales

Contents. 1 Preliminaries 3. Martingales Table of Preface PART I THE FUNDAMENTAL PRINCIPLES page xv 1 Preliminaries 3 2 Martingales 9 2.1 Martingales and examples 9 2.2 Stopping times 12 2.3 The maximum inequality 13 2.4 Doob s inequality 14

More information

CALCULUS GARRET J. ETGEN SALAS AND HILLE'S. ' MiIIIIIIH. I '////I! li II ii: ONE AND SEVERAL VARIABLES SEVENTH EDITION REVISED BY \

CALCULUS GARRET J. ETGEN SALAS AND HILLE'S. ' MiIIIIIIH. I '////I! li II ii: ONE AND SEVERAL VARIABLES SEVENTH EDITION REVISED BY \ / / / ' ' ' / / ' '' ' - -'/-' yy xy xy' y- y/ /: - y/ yy y /'}' / >' // yy,y-' 'y '/' /y , I '////I! li II ii: ' MiIIIIIIH IIIIII!l ii r-i: V /- A' /; // ;.1 " SALAS AND HILLE'S

More information

STATE COUNCIL OF EDUCATIONAL RESEARCH AND TRAINING TNCF DRAFT SYLLABUS.

STATE COUNCIL OF EDUCATIONAL RESEARCH AND TRAINING TNCF DRAFT SYLLABUS. STATE COUNCIL OF EDUCATIONAL RESEARCH AND TRAINING TNCF 2017 - DRAFT SYLLABUS Subject :Mathematics Class : XI TOPIC CONTENT Unit 1 : Real Numbers - Revision : Rational, Irrational Numbers, Basic Algebra

More information

ALGEBRA (SMR Domain 1) Algebraic Structures (SMR 1.1)...1

ALGEBRA (SMR Domain 1) Algebraic Structures (SMR 1.1)...1 TABLE OF CONTENTS Page Numbers ALGEBRA (SMR Domain 1)...1 0001 Algebraic Structures (SMR 1.1)...1 Apply basic properties of real and complex numbers in constructing mathematical arguments (e.g., if a

More information

Learning Module 1 - Basic Algebra Review (Appendix A)

Learning Module 1 - Basic Algebra Review (Appendix A) Learning Module 1 - Basic Algebra Review (Appendix A) Element 1 Real Numbers and Operations on Polynomials (A.1, A.2) Use the properties of real numbers and work with subsets of the real numbers Determine

More information

MULTIVARIABLE CALCULUS, LINEAR ALGEBRA, AND DIFFERENTIAL EQUATIONS

MULTIVARIABLE CALCULUS, LINEAR ALGEBRA, AND DIFFERENTIAL EQUATIONS T H I R D E D I T I O N MULTIVARIABLE CALCULUS, LINEAR ALGEBRA, AND DIFFERENTIAL EQUATIONS STANLEY I. GROSSMAN University of Montana and University College London SAUNDERS COLLEGE PUBLISHING HARCOURT BRACE

More information

Contents. Preface for the Instructor. Preface for the Student. xvii. Acknowledgments. 1 Vector Spaces 1 1.A R n and C n 2

Contents. Preface for the Instructor. Preface for the Student. xvii. Acknowledgments. 1 Vector Spaces 1 1.A R n and C n 2 Contents Preface for the Instructor xi Preface for the Student xv Acknowledgments xvii 1 Vector Spaces 1 1.A R n and C n 2 Complex Numbers 2 Lists 5 F n 6 Digression on Fields 10 Exercises 1.A 11 1.B Definition

More information

Arizona Mathematics Standards Articulated by Grade Level (2008) for College Work Readiness (Grades 11 and 12)

Arizona Mathematics Standards Articulated by Grade Level (2008) for College Work Readiness (Grades 11 and 12) Strand 1: Number and Operations Concept 1: Number Sense Understand and apply numbers, ways of representing numbers, and the relationships among numbers and different number systems. College Work Readiness

More information

Mathematics (MAT) MAT 051 Pre-Algebra. 4 Hours. Prerequisites: None. 4 hours weekly (4-0)

Mathematics (MAT) MAT 051 Pre-Algebra. 4 Hours. Prerequisites: None. 4 hours weekly (4-0) Mathematics (MAT) MAT 051 Pre-Algebra 4 Hours Prerequisites: None 4 hours weekly (4-0) MAT 051 is designed as a review of the basic operations of arithmetic and an introduction to algebra. The student

More information

Integrated Arithmetic and Basic Algebra

Integrated Arithmetic and Basic Algebra 211 771 406 III T H I R D E D I T I O N Integrated Arithmetic and Basic Algebra Bill E. Jordan Seminole Community College William P. Palow Miami-Dade College Boston San Francisco New York London Toronto

More information

TS EAMCET 2016 SYLLABUS ENGINEERING STREAM

TS EAMCET 2016 SYLLABUS ENGINEERING STREAM TS EAMCET 2016 SYLLABUS ENGINEERING STREAM Subject: MATHEMATICS 1) ALGEBRA : a) Functions: Types of functions Definitions - Inverse functions and Theorems - Domain, Range, Inverse of real valued functions.

More information

MyMathLab for School Precalculus Graphical, Numerical, Algebraic Common Core Edition 2016

MyMathLab for School Precalculus Graphical, Numerical, Algebraic Common Core Edition 2016 A Correlation of MyMathLab for School Precalculus Common Core Edition 2016 to the Tennessee Mathematics Standards Approved July 30, 2010 Bid Category 13-090-10 , Standard 1 Mathematical Processes Course

More information

Algebra I. Course Outline

Algebra I. Course Outline Algebra I Course Outline I. The Language of Algebra A. Variables and Expressions B. Order of Operations C. Open Sentences D. Identity and Equality Properties E. The Distributive Property F. Commutative

More information

Core A-level mathematics reproduced from the QCA s Subject criteria for Mathematics document

Core A-level mathematics reproduced from the QCA s Subject criteria for Mathematics document Core A-level mathematics reproduced from the QCA s Subject criteria for Mathematics document Background knowledge: (a) The arithmetic of integers (including HCFs and LCMs), of fractions, and of real numbers.

More information

CALCULUS. C. HENRY EDWARDS The University of Georgia, Athens. DAVID E. PENNEY The University of Georgia, Athens. Prentice Hall

CALCULUS. C. HENRY EDWARDS The University of Georgia, Athens. DAVID E. PENNEY The University of Georgia, Athens. Prentice Hall CALCULUS C. HENRY EDWARDS The University of Georgia, Athens DAVID E. PENNEY The University of Georgia, Athens Prentice Hall Pearson Education International CONTENTS ABOUT THE AUTHORS PREFACE XI xiii CHAPTER

More information

Semester I. Mathematics I (Calculus with applications in Chemistry I) Code: MM

Semester I. Mathematics I (Calculus with applications in Chemistry I) Code: MM University of Kerala Complementary Course in Mathematics for First Degree Programme in Chemistry Semester I Mathematics I (Calculus with applications in Chemistry I) Code: MM 1131.2 Instructional hours

More information

Contents. UNIT 1 Descriptive Statistics 1. vii. Preface Summary of Goals for This Text

Contents. UNIT 1 Descriptive Statistics 1. vii. Preface Summary of Goals for This Text Preface Summary of Goals for This Text vii ix UNIT 1 Descriptive Statistics 1 CHAPTER 1 Basic Descriptive Statistics 3 1.1 Types of Biological Data 3 1.2 Summary Descriptive Statistics of DataSets 4 1.3

More information

Use estimation strategies reasonably and fluently while integrating content from each of the other strands. PO 1. Recognize the limitations of

Use estimation strategies reasonably and fluently while integrating content from each of the other strands. PO 1. Recognize the limitations of for Strand 1: Number and Operations Concept 1: Number Sense Understand and apply numbers, ways of representing numbers, and the relationships among numbers and different number systems. PO 1. Solve problems

More information

Advanced Mathematical Methods for Scientists and Engineers I

Advanced Mathematical Methods for Scientists and Engineers I Carl M. Bender Steven A. Orszag Advanced Mathematical Methods for Scientists and Engineers I Asymptotic Methods and Perturbation Theory With 148 Figures Springer CONTENTS! Preface xiii PART I FUNDAMENTALS

More information

GAT-UGTP-2018 Page 1 of 5

GAT-UGTP-2018 Page 1 of 5 SECTION A: MATHEMATICS UNIT 1 SETS, RELATIONS AND FUNCTIONS: Sets and their representation, Union, Intersection and compliment of sets, and their algebraic properties, power set, Relation, Types of relation,

More information

ENGINEERING MATHEMATICS I. CODE: 10 MAT 11 IA Marks: 25 Hrs/Week: 04 Exam Hrs: 03 PART-A

ENGINEERING MATHEMATICS I. CODE: 10 MAT 11 IA Marks: 25 Hrs/Week: 04 Exam Hrs: 03 PART-A ENGINEERING MATHEMATICS I CODE: 10 MAT 11 IA Marks: 25 Hrs/Week: 04 Exam Hrs: 03 Total Hrs: 52 Exam Marks:100 PART-A Unit-I: DIFFERENTIAL CALCULUS - 1 Determination of n th derivative of standard functions-illustrative

More information

ELEMENTARY MATRIX ALGEBRA

ELEMENTARY MATRIX ALGEBRA ELEMENTARY MATRIX ALGEBRA Third Edition FRANZ E. HOHN DOVER PUBLICATIONS, INC. Mineola, New York CONTENTS CHAPTER \ Introduction to Matrix Algebra 1.1 Matrices 1 1.2 Equality of Matrices 2 13 Addition

More information

AND NONLINEAR SCIENCE SERIES. Partial Differential. Equations with MATLAB. Matthew P. Coleman. CRC Press J Taylor & Francis Croup

AND NONLINEAR SCIENCE SERIES. Partial Differential. Equations with MATLAB. Matthew P. Coleman. CRC Press J Taylor & Francis Croup CHAPMAN & HALL/CRC APPLIED MATHEMATICS AND NONLINEAR SCIENCE SERIES An Introduction to Partial Differential Equations with MATLAB Second Edition Matthew P Coleman Fairfield University Connecticut, USA»C)

More information

PURE MATHEMATICS AM 27

PURE MATHEMATICS AM 27 AM Syllabus (014): Pure Mathematics AM SYLLABUS (014) PURE MATHEMATICS AM 7 SYLLABUS 1 AM Syllabus (014): Pure Mathematics Pure Mathematics AM 7 Syllabus (Available in September) Paper I(3hrs)+Paper II(3hrs)

More information

TABLE OF CONTENTS POLYNOMIAL EQUATIONS AND INEQUALITIES

TABLE OF CONTENTS POLYNOMIAL EQUATIONS AND INEQUALITIES COMPETENCY 1.0 ALGEBRA TABLE OF CONTENTS SKILL 1.1 1.1a. 1.1b. 1.1c. SKILL 1.2 1.2a. 1.2b. 1.2c. ALGEBRAIC STRUCTURES Know why the real and complex numbers are each a field, and that particular rings are

More information

UNIVERSITY OF CAMBRIDGE

UNIVERSITY OF CAMBRIDGE UNIVERSITY OF CAMBRIDGE DOWNING COLLEGE MATHEMATICS FOR ECONOMISTS WORKBOOK This workbook is intended for students coming to Downing College Cambridge to study Economics 2018/ 19 1 Introduction Mathematics

More information

Course Code: MTH-S101 Breakup: 3 1 0 4 Course Name: Mathematics-I Course Details: Unit-I: Sequences & Series: Definition, Monotonic sequences, Bounded sequences, Convergent and Divergent Sequences Infinite

More information

MATHEMATICS COMPREHENSIVE EXAM: IN-CLASS COMPONENT

MATHEMATICS COMPREHENSIVE EXAM: IN-CLASS COMPONENT MATHEMATICS COMPREHENSIVE EXAM: IN-CLASS COMPONENT The following is the list of questions for the oral exam. At the same time, these questions represent all topics for the written exam. The procedure for

More information

An Introduction to Stochastic Modeling

An Introduction to Stochastic Modeling F An Introduction to Stochastic Modeling Fourth Edition Mark A. Pinsky Department of Mathematics Northwestern University Evanston, Illinois Samuel Karlin Department of Mathematics Stanford University Stanford,

More information

Calculus from Graphical, Numerical, and Symbolic Points of View, 2e Arnold Ostebee & Paul Zorn

Calculus from Graphical, Numerical, and Symbolic Points of View, 2e Arnold Ostebee & Paul Zorn Calculus from Graphical, Numerical, and Symbolic Points of View, 2e Arnold Ostebee & Paul Zorn Chapter 1: Functions and Derivatives: The Graphical View 1. Functions, Calculus Style 2. Graphs 3. A Field

More information

Units. Year 1. Unit 1: Course Overview

Units. Year 1. Unit 1: Course Overview Mathematics HL Units All Pamoja courses are written by experienced subject matter experts and integrate the principles of TOK and the approaches to learning of the IB learner profile. This course has been

More information

Special Functions of Mathematical Physics

Special Functions of Mathematical Physics Arnold F. Nikiforov Vasilii B. Uvarov Special Functions of Mathematical Physics A Unified Introduction with Applications Translated from the Russian by Ralph P. Boas 1988 Birkhäuser Basel Boston Table

More information

Mathematics with Maple

Mathematics with Maple Mathematics with Maple A Comprehensive E-Book Harald Pleym Preface The main objective of these Maple worksheets, organized for use with all Maple versions from Maple 14, is to show how the computer algebra

More information

UNIVERSITY OF SOUTHAMPTON ECONOMICS SERIES MATHEMATICS FOR ECONOMISTS AND SOCIAL SCIENTISTS

UNIVERSITY OF SOUTHAMPTON ECONOMICS SERIES MATHEMATICS FOR ECONOMISTS AND SOCIAL SCIENTISTS UNIVERSITY OF SOUTHAMPTON ECONOMICS SERIES MATHEMATICS FOR ECONOMISTS AND SOCIAL SCIENTISTS UNIVERSITY OF SOUTHAMPTON ECONOMICS SERIES Now available OUTPUT, INFLATION AND GROWTH: AN INTRODUCTION TO MACRO-ECONOMICS

More information

STATISTICS; An Introductory Analysis. 2nd hidition TARO YAMANE NEW YORK UNIVERSITY A HARPER INTERNATIONAL EDITION

STATISTICS; An Introductory Analysis. 2nd hidition TARO YAMANE NEW YORK UNIVERSITY A HARPER INTERNATIONAL EDITION 2nd hidition TARO YAMANE NEW YORK UNIVERSITY STATISTICS; An Introductory Analysis A HARPER INTERNATIONAL EDITION jointly published by HARPER & ROW, NEW YORK, EVANSTON & LONDON AND JOHN WEATHERHILL, INC.,

More information

CALCULUS SALAS AND HILLE'S REVISED BY GARRET J. ETGEI ONE VARIABLE SEVENTH EDITION ' ' ' ' i! I! I! 11 ' ;' 1 ::: T.

CALCULUS SALAS AND HILLE'S REVISED BY GARRET J. ETGEI ONE VARIABLE SEVENTH EDITION ' ' ' ' i! I! I! 11 ' ;' 1 ::: T. ' ' ' ' i! I! I! 11 ' SALAS AND HILLE'S CALCULUS I ;' 1 1 ONE VARIABLE SEVENTH EDITION REVISED BY GARRET J. ETGEI y.-'' ' / ' ' ' / / // X / / / /-.-.,

More information

Mathematics for Economics and Finance

Mathematics for Economics and Finance Mathematics for Economics and Finance Michael Harrison and Patrick Waldron B 375482 Routledge Taylor & Francis Croup LONDON AND NEW YORK Contents List of figures ix List of tables xi Foreword xiii Preface

More information

The Way of Analysis. Robert S. Strichartz. Jones and Bartlett Publishers. Mathematics Department Cornell University Ithaca, New York

The Way of Analysis. Robert S. Strichartz. Jones and Bartlett Publishers. Mathematics Department Cornell University Ithaca, New York The Way of Analysis Robert S. Strichartz Mathematics Department Cornell University Ithaca, New York Jones and Bartlett Publishers Boston London Contents Preface xiii 1 Preliminaries 1 1.1 The Logic of

More information

1 ** The performance objectives highlighted in italics have been identified as core to an Algebra II course.

1 ** The performance objectives highlighted in italics have been identified as core to an Algebra II course. Strand One: Number Sense and Operations Every student should understand and use all concepts and skills from the pervious grade levels. The standards are designed so that new learning builds on preceding

More information

THE PYTHAGOREAN THEOREM

THE PYTHAGOREAN THEOREM THE STORY SO FAR THE PYTHAGOREAN THEOREM USES OF THE PYTHAGOREAN THEOREM USES OF THE PYTHAGOREAN THEOREM SOLVE RIGHT TRIANGLE APPLICATIONS USES OF THE PYTHAGOREAN THEOREM SOLVE RIGHT TRIANGLE APPLICATIONS

More information

Prentice Hall: Algebra 2 with Trigonometry 2006 Correlated to: California Mathematics Content Standards for Algebra II (Grades 9-12)

Prentice Hall: Algebra 2 with Trigonometry 2006 Correlated to: California Mathematics Content Standards for Algebra II (Grades 9-12) California Mathematics Content Standards for Algebra II (Grades 9-12) This discipline complements and expands the mathematical content and concepts of algebra I and geometry. Students who master algebra

More information

Numerical Analysis. A Comprehensive Introduction. H. R. Schwarz University of Zürich Switzerland. with a contribution by

Numerical Analysis. A Comprehensive Introduction. H. R. Schwarz University of Zürich Switzerland. with a contribution by Numerical Analysis A Comprehensive Introduction H. R. Schwarz University of Zürich Switzerland with a contribution by J. Waldvogel Swiss Federal Institute of Technology, Zürich JOHN WILEY & SONS Chichester

More information

SLO to ILO Alignment Reports

SLO to ILO Alignment Reports SLO to ILO Alignment Reports CAN - 00 - Institutional Learning Outcomes (ILOs) CAN ILO #1 - Critical Thinking - Select, evaluate, and use information to investigate a point of view, support a conclusion,

More information

PRECALCULUS BISHOP KELLY HIGH SCHOOL BOISE, IDAHO. Prepared by Kristina L. Gazdik. March 2005

PRECALCULUS BISHOP KELLY HIGH SCHOOL BOISE, IDAHO. Prepared by Kristina L. Gazdik. March 2005 PRECALCULUS BISHOP KELLY HIGH SCHOOL BOISE, IDAHO Prepared by Kristina L. Gazdik March 2005 1 TABLE OF CONTENTS Course Description.3 Scope and Sequence 4 Content Outlines UNIT I: FUNCTIONS AND THEIR GRAPHS

More information

Course Code: MTH-S101 Breakup: 3 1 0 4 Course Name: Mathematics-I Course Details: Unit-I: Sequences & Series: Definition, Monotonic sequences, Bounded sequences, Convergent and Divergent Sequences Infinite

More information

ALGEBRA I FORM I. Textbook: Algebra, Second Edition;Prentice Hall,2002

ALGEBRA I FORM I. Textbook: Algebra, Second Edition;Prentice Hall,2002 ALGEBRA I FORM I Textbook: Algebra, Second Edition;Prentice Hall,00 Prerequisites: Students are expected to have a knowledge of Pre Algebra and proficiency of basic math skills including: positive and

More information

Stochastic Processes. Theory for Applications. Robert G. Gallager CAMBRIDGE UNIVERSITY PRESS

Stochastic Processes. Theory for Applications. Robert G. Gallager CAMBRIDGE UNIVERSITY PRESS Stochastic Processes Theory for Applications Robert G. Gallager CAMBRIDGE UNIVERSITY PRESS Contents Preface page xv Swgg&sfzoMj ybr zmjfr%cforj owf fmdy xix Acknowledgements xxi 1 Introduction and review

More information

Differential Equations with Mathematica

Differential Equations with Mathematica Differential Equations with Mathematica THIRD EDITION Martha L. Abell James P. Braselton ELSEVIER ACADEMIC PRESS Amsterdam Boston Heidelberg London New York Oxford Paris San Diego San Francisco Singapore

More information

Review Notes for IB Standard Level Math

Review Notes for IB Standard Level Math Review Notes for IB Standard Level Math 1 Contents 1 Algebra 8 1.1 Rules of Basic Operations............................... 8 1.2 Rules of Roots..................................... 8 1.3 Rules of Exponents...................................

More information

Mathematics (MATH) Courses

Mathematics (MATH) Courses Mathematics (MATH) 1 Mathematics (MATH) Courses MATH A054 Prealgebra 3 Topics include operations and applications of whole numbers, integers, fractions, decimals, ratios and proportions, percents, geometry

More information

Curriculum Map for Mathematics HL (DP1)

Curriculum Map for Mathematics HL (DP1) Curriculum Map for Mathematics HL (DP1) Unit Title (Time frame) Sequences and Series (8 teaching hours or 2 weeks) Permutations & Combinations (4 teaching hours or 1 week) Standards IB Objectives Knowledge/Content

More information

Adaptive Filtering. Squares. Alexander D. Poularikas. Fundamentals of. Least Mean. with MATLABR. University of Alabama, Huntsville, AL.

Adaptive Filtering. Squares. Alexander D. Poularikas. Fundamentals of. Least Mean. with MATLABR. University of Alabama, Huntsville, AL. Adaptive Filtering Fundamentals of Least Mean Squares with MATLABR Alexander D. Poularikas University of Alabama, Huntsville, AL CRC Press Taylor & Francis Croup Boca Raton London New York CRC Press is

More information

YEAR 12 - Mathematics Pure (C1) Term 1 plan

YEAR 12 - Mathematics Pure (C1) Term 1 plan Week YEAR 12 - Mathematics Pure (C1) Term 1 plan 2016-2017 1-2 Algebra Laws of indices for all rational exponents. Use and manipulation of surds. Quadratic functions and their graphs. The discriminant

More information

GATE Engineering Mathematics SAMPLE STUDY MATERIAL. Postal Correspondence Course GATE. Engineering. Mathematics GATE ENGINEERING MATHEMATICS

GATE Engineering Mathematics SAMPLE STUDY MATERIAL. Postal Correspondence Course GATE. Engineering. Mathematics GATE ENGINEERING MATHEMATICS SAMPLE STUDY MATERIAL Postal Correspondence Course GATE Engineering Mathematics GATE ENGINEERING MATHEMATICS ENGINEERING MATHEMATICS GATE Syllabus CIVIL ENGINEERING CE CHEMICAL ENGINEERING CH MECHANICAL

More information

xvi xxiii xxvi Construction of the Real Line 2 Is Every Real Number Rational? 3 Problems Algebra of the Real Numbers 7

xvi xxiii xxvi Construction of the Real Line 2 Is Every Real Number Rational? 3 Problems Algebra of the Real Numbers 7 About the Author v Preface to the Instructor xvi WileyPLUS xxii Acknowledgments xxiii Preface to the Student xxvi 1 The Real Numbers 1 1.1 The Real Line 2 Construction of the Real Line 2 Is Every Real

More information

Mathematics for Chemists

Mathematics for Chemists Mathematics for Chemists Mathematics for Chemists P. G. Francis Department of Chemistry, University of Hull LONDON NEW YORK Chapman and Hall First p u b l 1984 i s ~ d by Clulpmml and Hall LId I I New

More information

Contents. 2 Sequences and Series Approximation by Rational Numbers Sequences Basics on Sequences...

Contents. 2 Sequences and Series Approximation by Rational Numbers Sequences Basics on Sequences... Contents 1 Real Numbers: The Basics... 1 1.1 Notation... 1 1.2 Natural Numbers... 4 1.3 Integers... 5 1.4 Fractions and Rational Numbers... 10 1.4.1 Introduction... 10 1.4.2 Powers and Radicals of Rational

More information

MATLAB for Engineers

MATLAB for Engineers MATLAB for Engineers Adrian Biran Moshe Breiner ADDISON-WESLEY PUBLISHING COMPANY Wokingham, England Reading, Massachusetts Menlo Park, California New York Don Mills, Ontario Amsterdam Bonn Sydney Singapore

More information

Pennsylvania Academic Standards for Mathematics Grade 11

Pennsylvania Academic Standards for Mathematics Grade 11 correlated to the Pennsylvania Academic Standards for Mathematics Grade 11 1/2003 2001 Algebra 1: Concepts and Skills 2001 correlated to the Pennsylvania Academic Standards for Mathematics Grade 11 2.1

More information

Numerical Methods for Engineers. and Scientists. Applications using MATLAB. An Introduction with. Vish- Subramaniam. Third Edition. Amos Gilat.

Numerical Methods for Engineers. and Scientists. Applications using MATLAB. An Introduction with. Vish- Subramaniam. Third Edition. Amos Gilat. Numerical Methods for Engineers An Introduction with and Scientists Applications using MATLAB Third Edition Amos Gilat Vish- Subramaniam Department of Mechanical Engineering The Ohio State University Wiley

More information

Boundary. DIFFERENTIAL EQUATIONS with Fourier Series and. Value Problems APPLIED PARTIAL. Fifth Edition. Richard Haberman PEARSON

Boundary. DIFFERENTIAL EQUATIONS with Fourier Series and. Value Problems APPLIED PARTIAL. Fifth Edition. Richard Haberman PEARSON APPLIED PARTIAL DIFFERENTIAL EQUATIONS with Fourier Series and Boundary Value Problems Fifth Edition Richard Haberman Southern Methodist University PEARSON Boston Columbus Indianapolis New York San Francisco

More information

COPYRIGHTED MATERIAL CONTENTS. Preface Preface to the First Edition

COPYRIGHTED MATERIAL CONTENTS. Preface Preface to the First Edition Preface Preface to the First Edition xi xiii 1 Basic Probability Theory 1 1.1 Introduction 1 1.2 Sample Spaces and Events 3 1.3 The Axioms of Probability 7 1.4 Finite Sample Spaces and Combinatorics 15

More information

Contents. CHAPTER P Prerequisites 1. CHAPTER 1 Functions and Graphs 69. P.1 Real Numbers 1. P.2 Cartesian Coordinate System 14

Contents. CHAPTER P Prerequisites 1. CHAPTER 1 Functions and Graphs 69. P.1 Real Numbers 1. P.2 Cartesian Coordinate System 14 CHAPTER P Prerequisites 1 P.1 Real Numbers 1 Representing Real Numbers ~ Order and Interval Notation ~ Basic Properties of Algebra ~ Integer Exponents ~ Scientific Notation P.2 Cartesian Coordinate System

More information

CHAPTER 3. Matrix Eigenvalue Problems

CHAPTER 3. Matrix Eigenvalue Problems A SERIES OF CLASS NOTES FOR 2005-2006 TO INTRODUCE LINEAR AND NONLINEAR PROBLEMS TO ENGINEERS, SCIENTISTS, AND APPLIED MATHEMATICIANS DE CLASS NOTES 3 A COLLECTION OF HANDOUTS ON SYSTEMS OF ORDINARY DIFFERENTIAL

More information

Guide for Ph.D. Area Examination in Applied Mathematics

Guide for Ph.D. Area Examination in Applied Mathematics Guide for Ph.D. Area Examination in Applied Mathematics (for graduate students in Purdue University s School of Mechanical Engineering) (revised Fall 2016) This is a 3 hour, closed book, written examination.

More information

Applied Numerical Analysis

Applied Numerical Analysis Applied Numerical Analysis Using MATLAB Second Edition Laurene V. Fausett Texas A&M University-Commerce PEARSON Prentice Hall Upper Saddle River, NJ 07458 Contents Preface xi 1 Foundations 1 1.1 Introductory

More information

MATHEMATICS (MATH) Mathematics (MATH) 1

MATHEMATICS (MATH) Mathematics (MATH) 1 Mathematics (MATH) 1 MATHEMATICS (MATH) MATH 1010 Applied Business Mathematics Mathematics used in solving business problems related to simple and compound interest, annuities, payroll, taxes, promissory

More information

CHAPTER 1 Prerequisites for Calculus 2. CHAPTER 2 Limits and Continuity 58

CHAPTER 1 Prerequisites for Calculus 2. CHAPTER 2 Limits and Continuity 58 CHAPTER 1 Prerequisites for Calculus 2 1.1 Lines 3 Increments Slope of a Line Parallel and Perpendicular Lines Equations of Lines Applications 1.2 Functions and Graphs 12 Functions Domains and Ranges Viewing

More information

CAM Ph.D. Qualifying Exam in Numerical Analysis CONTENTS

CAM Ph.D. Qualifying Exam in Numerical Analysis CONTENTS CAM Ph.D. Qualifying Exam in Numerical Analysis CONTENTS Preliminaries Round-off errors and computer arithmetic, algorithms and convergence Solutions of Equations in One Variable Bisection method, fixed-point

More information

DENNIS D. BERKEY. Boston University PAUL BLANCHARD. Boston University

DENNIS D. BERKEY. Boston University PAUL BLANCHARD. Boston University i Calculus T H I R D E D I T I O N DENNIS D. BERKEY Boston University PAUL BLANCHARD Boston University SAUNDERS COLLEGE PUBLISHING Harcourt Brace Jovanovich College Publishers Fort Worth Philadelphia San

More information

Local Polynomial Modelling and Its Applications

Local Polynomial Modelling and Its Applications Local Polynomial Modelling and Its Applications J. Fan Department of Statistics University of North Carolina Chapel Hill, USA and I. Gijbels Institute of Statistics Catholic University oflouvain Louvain-la-Neuve,

More information

Robert Seeley. University of Massachusetts at Boston. ini HARCOURT BRACE JOVANOVICH, PUBLISHERS. and its subsidiary, Academic Press

Robert Seeley. University of Massachusetts at Boston. ini HARCOURT BRACE JOVANOVICH, PUBLISHERS. and its subsidiary, Academic Press L MMH^^S^^^K Robert Seeley University of Massachusetts at Boston ini Qf HARCOURT BRACE JOVANOVICH, PUBLISHERS and its subsidiary, Academic Press San Diego New York Chicago Austin Washington, D.C. London

More information

Numerical Methods for Engineers and Scientists

Numerical Methods for Engineers and Scientists Numerical Methods for Engineers and Scientists Second Edition Revised and Expanded Joe D. Hoffman Department of Mechanical Engineering Purdue University West Lafayette, Indiana m MARCEL D E К К E R MARCEL

More information