Book description
A comprehensive introduction to the multidisciplinary applications of mathematical methods, revised and updated
The second edition of Essentials of Mathematical Methods in Science and Engineering offers an introduction to the key mathematical concepts of advanced calculus, differential equations, complex analysis, and introductory mathematical physics for students in engineering and physics research. The book’s approachable style is designed in a modular format with each chapter covering a subject thoroughly and thus can be read independently.
This updated second edition includes two new and extensive chapters that cover practical linear algebra and applications of linear algebra as well as a computer file that includes Matlab codes. To enhance understanding of the material presented, the text contains a collection of exercises at the end of each chapter. The author offers a coherent treatment of the topics with a style that makes the essential mathematical skills easily accessible to a multidisciplinary audience. This important text:
• Includes derivations with sufficient detail so that the reader can follow them without searching for results in other parts of the book
• Puts the emphasis on the analytic techniques
• Contains two new chapters that explore linear algebra and its applications
• Includes Matlab codes that the readers can use to practice with the methods introduced in the book
Written for students in science and engineering, this new edition of Essentials of Mathematical Methods in Science and Engineering maintains all the successful features of the first edition and includes new information.
Table of contents
- Cover
- Preface
- Acknowledgments
-
CHAPTER 1: FUNCTIONAL ANALYSIS
- 1.1 CONCEPT OF FUNCTION
- 1.2 CONTINUITY AND LIMITS
- 1.3 PARTIAL DIFFERENTIATION
- 1.4 TOTAL DIFFERENTIAL
- 1.5 TAYLOR SERIES
- 1.6 MAXIMA AND MINIMA OF FUNCTIONS
- 1.7 EXTREMA OF FUNCTIONS WITH CONDITIONS
- 1.8 DERIVATIVES AND DIFFERENTIALS OF COMPOSITE FUNCTIONS
- 1.9 IMPLICIT FUNCTION THEOREM
- 1.10 INVERSE FUNCTIONS
- 1.11 INTEGRAL CALCULUS AND THE DEFINITE INTEGRAL
- 1.12 RIEMANN INTEGRAL
- 1.13 IMPROPER INTEGRALS
- 1.14 CAUCHY PRINCIPAL VALUE INTEGRALS
- 1.15 INTEGRALS INVOLVING A PARAMETER
- 1.16 LIMITS OF INTEGRATION DEPENDING ON A PARAMETER
- 1.17 DOUBLE INTEGRALS
- 1.18 PROPERTIES OF DOUBLE INTEGRALS
- 1.19 TRIPLE AND MULTIPLE INTEGRALS
- REFERENCES
- PROBLEMS
-
CHAPTER 2: VECTOR ANALYSIS
- 2.1 VECTOR ALGEBRA: GEOMETRIC METHOD
- 2.2 VECTOR ALGEBRA: COORDINATE REPRESENTATION
- 2.3 LINES AND PLANES
- 2.4 VECTOR DIFFERENTIAL CALCULUS
- 2.5 GRADIENT OPERATOR
- 2.6 DIVERGENCE AND CURL OPERATORS
- 2.7 VECTOR INTEGRAL CALCULUS IN TWO DIMENSIONS
- 2.8 CURL OPERATOR AND STOKES'S THEOREM
- 2.9 MIXED OPERATIONS WITH THE DEL OPERATOR
- 2.10 POTENTIAL THEORY
- REFERENCES
- PROBLEMS
- CHAPTER 3: GENERALIZED COORDINATES AND TENSORS
- CHAPTER 4: DETERMINANTS AND MATRICES
-
CHAPTER 5: LINEAR ALGEBRA
- 5.1 FIELDS AND VECTOR SPACES
- 5.2 LINEAR COMBINATIONS, GENERATORS, AND BASES
- 5.3 COMPONENTS
- 5.4 LINEAR TRANSFORMATIONS
- 5.5 MATRIX REPRESENTATION OF TRANSFORMATIONS
- 5.6 ALGEBRA OF TRANSFORMATIONS
- 5.7 CHANGE OF BASIS
- 5.8 INVARIANTS UNDER SIMILARITY TRANSFORMATIONS
- 5.9 EIGENVALUES AND EIGENVECTORS
- 5.10 MOMENT OF INERTIA TENSOR
- 5.11 INNER PRODUCT SPACES
- 5.12 THE INNER PRODUCT
- 5.13 ORTHOGONALITY AND COMPLETENESS
- 5.14 GRAM–SCHMIDT ORTHOGONALIZATION
- 5.15 EIGENVALUE PROBLEM FOR REAL SYMMETRIC MATRICES
- 5.16 PRESENCE OF DEGENERATE EIGENVALUES
- 5.17 QUADRATIC FORMS
- 5.18 HERMITIAN MATRICES
- 5.19 MATRIX REPRESENTATION OF HERMITIAN OPERATORS
- 5.20 FUNCTIONS OF MATRICES
- 5.21 FUNCTION SPACE AND HILBERT SPACE
- 5.22 DIRAC'S BRA AND KET VECTORS
- REFERENCES
- PROBLEMS
- CHAPTER 6: PRACTICAL LINEAR ALGEBRA
- CHAPTER 7: APPLICATIONS OF LINEAR ALGEBRA
-
CHAPTER 8: SEQUENCES AND SERIES
- 8.1 SEQUENCES
- 8.2 INFINITE SERIES
- 8.3 ABSOLUTE AND CONDITIONAL CONVERGENCE
- 8.4 OPERATIONS WITH SERIES
- 8.5 SEQUENCES AND SERIES OF FUNCTIONS
- 8.6 ‐TEST FOR UNIFORM CONVERGENCE
- 8.7 PROPERTIES OF UNIFORMLY CONVERGENT SERIES
- 8.8 POWER SERIES
- 8.9 TAYLOR SERIES AND MACLAURIN SERIES
- 8.10 INDETERMINATE FORMS AND SERIES
- REFERENCES
- PROBLEMS
-
CHAPTER 9: COMPLEX NUMBERS AND FUNCTIONS
- 9.1 THE ALGEBRA OF COMPLEX NUMBERS
- 9.2 ROOTS OF A COMPLEX NUMBER
- 9.3 INFINITY AND THE EXTENDED COMPLEX PLANE
- 9.4 COMPLEX FUNCTIONS
- 9.5 LIMITS AND CONTINUITY
- 9.6 DIFFERENTIATION IN THE COMPLEX PLANE
- 9.7 ANALYTIC FUNCTIONS
- 9.8 HARMONIC FUNCTIONS
- 9.9 BASIC DIFFERENTIATION FORMULAS
- 9.10 ELEMENTARY FUNCTIONS
- REFERENCES
- PROBLEMS
-
CHAPTER 10: COMPLEX ANALYSIS
- 10.1 CONTOUR INTEGRALS
- 10.2 TYPES OF CONTOURS
- 10.3 THE CAUCHY–GOURSAT THEOREM
- 10.4 INDEFINITE INTEGRALS
- 10.5 SIMPLY AND MULTIPLY CONNECTED DOMAINS
- 10.6 THE CAUCHY INTEGRAL FORMULA
- 10.7 DERIVATIVES OF ANALYTIC FUNCTIONS
- 10.8 COMPLEX POWER SERIES
- 10.9 CONVERGENCE OF POWER SERIES
- 10.10 CLASSIFICATION OF SINGULAR POINTS
- 10.11 RESIDUE THEOREM
- REFERENCES
- PROBLEMS
-
CHAPTER 11: ORDINARY DIFFERENTIAL EQUATIONS
- 11.1 BASIC DEFINITIONS FOR ORDINARY DIFFERENTIAL EQUATIONS
- 11.2 FIRST‐ORDER DIFFERENTIAL EQUATIONS
- 11.3 SECOND‐ORDER DIFFERENTIAL EQUATIONS
- 11.4 LINEAR DIFFERENTIAL EQUATIONS OF HIGHER ORDER
- 11.5 INITIAL VALUE PROBLEM AND UNIQUENESS OF THE SOLUTION
- 11.6 SERIES SOLUTIONS: FROBENIUS METHOD
- REFERENCES
- PROBLEMS
- CHAPTER 12: SECOND‐ORDER DIFFERENTIAL EQUATIONS AND SPECIAL FUNCTIONS
- CHAPTER 13: BESSEL'S EQUATION AND BESSEL FUNCTIONS
- CHAPTER 14: PARTIAL DIFFERENTIAL EQUATIONS AND SEPARATION OF VARIABLES
-
CHAPTER 15: FOURIER SERIES
- 15.1 ORTHOGONAL SYSTEMS OF FUNCTIONS
- 15.2 FOURIER SERIES
- 15.3 EXPONENTIAL FORM OF THE FOURIER SERIES
- 15.4 CONVERGENCE OF FOURIER SERIES
- 15.5 SUFFICIENT CONDITIONS FOR CONVERGENCE
- 15.6 THE FUNDAMENTAL THEOREM
- 15.7 UNIQUENESS OF FOURIER SERIES
- 15.8 EXAMPLES OF FOURIER SERIES
- 15.9 FOURIER SINE AND COSINE SERIES
- 15.10 CHANGE OF INTERVAL
- 15.11 INTEGRATION AND DIFFERENTIATION OF FOURIER SERIES
- REFERENCES
- PROBLEMS
-
CHAPTER 16: FOURIER AND LAPLACE TRANSFORMS
- 16.1 TYPES OF SIGNALS
- 16.2 SPECTRAL ANALYSIS AND FOURIER TRANSFORMS
- 16.3 CORRELATION WITH COSINES AND SINES
- 16.4 CORRELATION FUNCTIONS AND FOURIER TRANSFORMS
- 16.5 INVERSE FOURIER TRANSFORM
- 16.6 FREQUENCY SPECTRUMS
- 16.7 DIRAC‐DELTA FUNCTION
- 16.8 A CASE WITH TWO COSINES
- 16.9 GENERAL FOURIER TRANSFORMS AND THEIR PROPERTIES
- 16.10 BASIC DEFINITION OF LAPLACE TRANSFORM
- 16.11 DIFFERENTIAL EQUATIONS AND LAPLACE TRANSFORMS
- 16.12 TRANSFER FUNCTIONS AND SIGNAL PROCESSORS
- 16.13 CONNECTION OF SIGNAL PROCESSORS
- REFERENCES
- PROBLEMS
-
CHAPTER 17: CALCULUS of VARIATIONS
- 17.1 A SIMPLE CASE
- 17.2 VARIATIONAL ANALYSIS
- 17.3 ALTERNATE FORM OF EULER EQUATION
- 17.4 VARIATIONAL NOTATION
- 17.5 A MORE GENERAL CASE
- 17.6 HAMILTON'S PRINCIPLE
- 17.7 LAGRANGE'S EQUATIONS OF MOTION
- 17.8 DEFINITION OF LAGRANGIAN
- 17.9 PRESENCE OF CONSTRAINTS IN DYNAMICAL SYSTEMS
- 17.10 CONSERVATION LAWS
- REFERENCES
- PROBLEMS
-
CHAPTER 18: PROBABILITY THEORY AND DISTRIBUTIONS
- 18.1 INTRODUCTION TO PROBABILITY THEORY
- 18.2 PERMUTATIONS AND COMBINATIONS
- 18.3 APPLICATIONS TO STATISTICAL MECHANICS
- 18.4 STATISTICAL MECHANICS AND THERMODYNAMICS
- 18.5 RANDOM VARIABLES AND DISTRIBUTIONS
- 18.6 DISTRIBUTION FUNCTIONS AND PROBABILITY
- 18.7 EXAMPLES OF CONTINUOUS DISTRIBUTIONS
- 18.8 DISCRETE PROBABILITY DISTRIBUTIONS
- 18.9 FUNDAMENTAL THEOREM OF AVERAGES
- 18.10 MOMENTS OF DISTRIBUTION FUNCTIONS
- 18.11 CHEBYSHEV'S THEOREM
- 18.12 LAW OF LARGE NUMBERS
- REFERENCES
- PROBLEMS
- CHAPTER 19: INFORMATION THEORY
-
Further Reading
- MATHEMATICAL METHODS TEXTBOOKS:
- MATHEMATICAL METHODS WITH COMPUTERS:
- CALCULUS/ADVANCED CALCULUS:
- LINEAR ALGEBRA AND ITS APPLICATIONS:
- COMPLEX CALCULUS:
- DIFFERENTIAL EQUATIONS:
- CALCULUS OF VARIATIONS:
- FOURIER SERIES, INTEGRAL TRANSFORMS AND SIGNAL PROCESSING:
- SERIES AND SPECIAL FUNCTIONS:
- MATHEMATICAL TABLES:
- CLASSICAL MECHANICS:
- QUANTUM MECHANICS:
- ELECTROMAGNETIC THEORY:
- PROBABILITY THEORY:
- INFORMATION THEORY:
- INDEX
- End User License Agreement
Product information
- Title: Essentials of Mathematical Methods in Science and Engineering, 2nd Edition
- Author(s):
- Release date: December 2019
- Publisher(s): Wiley
- ISBN: 9781119580249
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