Multivariate Calculus

Cover
Half Title
Title Page
Copyright Page
Dedication
Preface
Table of Contents
0 Preliminaries
0.1 Introduction
0.2 Differential Calculus
0.2.1 Function
0.2.2 Hyperbolic functions
0.2.3 Inverse hyperbolic functions
0.2.4 Limit of a function
0.2.5 Indeterminate forms
0.2.6 Continuity of a function
0.2.7 Uniform Continuity
0.2.8 Differentiation
0.2.9 Monotonicity
0.2.10 Higher order derivatives
0.2.11 The curve
0.2.12 Properties of Derivative
0.2.13 Mean Value Theorems and Expansion of Functions
0.2.14 Maxima and Minima of a Function of One Variable
0.3 Integral Calculus
0.3.1 Fundamental results
0.3.2 Standard integrals
0.3.3 Integration by parts
0.3.4 Definite integral
0.3.5 Properties of definite integrals
0.3.6 Useful reduction formulae
0.3.7 Beta and Gamma functions
1 Functions of Several Variables: Limits & Continuity
1.1 Introduction
1.2 Some Concepts on Point Sets in R2 and R3
1.3 Functions of Two Independent Variables
1.4 Types of Functions
1.4.1 Single and Multiple valued functions
1.4.2 Explicit and Implicit functions
1.5 Geometrical Representation of a Function of the form
1.6 Examples of Functions
1.7 Limit of a Function
1.7.1 Simultaneous or Double limits
1.8 Simultaneous Limit of a Function of Three Variables
1.9 Repeated or Iterated Limits
1.10 Algebra of Limits
1.11 Continuity of Functions of Several Variables
1.12 Some Properties of Continuous Functions of Several Variables
1.13 Uniform Continuity
1.13.1 Some important properties of continuous functions defined over a closed domain
1.14 Miscellaneous Illustrative Examples
1.15 Exercises
2 Functions of Several Variables: Differentiation - I
2.1 Introduction
2.2 Partial Derivatives
2.2.1 Successive partial derivatives of higher order
2.3 Continuity and Partial Derivatives
2.4 Differentiability or Total Differentiability
2.4.1 Differential
2.5 Conditions for Total Differentiability
2.6 Directional Derivatives
2.7 Directional Derivatives: An Alternative Approach
2.8 Higher Order Partial Derivatives
2.9 Differential of Higher Order
2.10 Expansion of Functions of Several Variables
2.10.1 Mean Value theorem in total differential form
2.10.2 Taylor’s theorem for functions of two independent variables
2.10.3 Generalised Taylor’s theorem for functions of m independent variables
2.10.4 Maclaurin’s theorem for the function of two independent variables
2.11 Perfect Differential (or Exact Differential)
2.12 Calculation of Small Errors by Differentials
2.13 Differentiation of Implicit Functions
2.14 Miscellaneous Illustrative Examples
2.15 Exercises
3 Functions of Several Variables: Differentiation - II
3.1 Introduction
3.2 Recapitulation
3.3 Differentials and Exact (or Perfect) Differentials
3.4 Composite Functions (Functions of Functions): Chain Rule
3.5 Change of Variables
3.6 Homogeneous Functions
3.7 Miscellaneous Illustrative Examples
3.8 Exercises
4 Jacobians, Functional Dependence and Implicit Functions
4.1 Introduction
4.2 Change of Variables by Jacobians
4.3 Jacobian of Implicit Functions
4.4 Some Properties of Jacobians
4.5 Functional Dependence
4.6 Implicit Functions
4.7 Condition for the Existence of an Explicit Function from an Implicit Function
4.7.1 Existence Theorem (in case of two variables)
4.8 Generalized Form of Existence Theorem
4.9 Derivatives of Implicit Functions
4.10 Implicit Functions Defined by a System of Functional Equations (Problems of Solving Two Equations are Considered)
4.11 Miscellaneous Illustrative Examples
4.12 Exercises
5 Extrema of Functions of Several Variables
5.1 Introduction
5.2 Maxima and Minima of Functions of Two Variables
5.3 The Necessary Conditions for Extreme Values of a Function of Two
Variables
5.4 Sufficient Conditions for Maximum or Minimum
5.5 Stationary Value
5.6 Working Rule to Find the Maximum and Minimum of a Function
5.7 Constrained Optimization
5.7.1 Constrained extrema of a function having two independent variables
5.7.2 Constrained extrema of a function having three independent variables
5.8 Lagrange’s Method of Undetermined Multipliers
5.9 Miscellaneous Illustrative Examples
5.10 Exercises
6 Multiple Integrals
6.1 Introduction
6.2 Double Integrals
6.3 Properties of Double Integral
6.4 Evaluation of Double Integrals
6.5 Evaluation Procedure of Double Integrals
6.6 Double Integrals in Polar Coordinates
6.7 Evaluation of Double Integrals in Polar Coordinates
6.8 Change of Order of Integration
6.9 Change in the Variable in a Double Integral
6.10 Triple Integral or Integral over a Volume
6.11 Evaluation of Triple Integrals
6.11.1 Triple integration over a parallelepiped
6.11.2 Triple integral over any finite region
6.11.3 Evaluation of triple integral over the region A
6.12 Change of Variables in Triple Integration
6.12.1 In General Transformation
6.12.2 Triple Integral in Cylindrical Coordinates
6.12.3 Triple Integral in Spherical Polar Coordinates
6.13 Differentiation under the Sign of Integration
6.14 Miscellaneous Illustrative Examples
6.15 Exercises
7 Line, Surface and Volume Integrals
7.1 Introduction
7.2 The Curve
7.3 Line Integral
7.4 Existence of a Line Integral
7.5 Properties of a Line Integral
7.6 Illustrative Examples
7.7 Concept of Surfaces
7.8 Equation of a Surface
7.9 Surface Integrals
7.10 Relationships among Line, Surface and Volume Integrals with Simple Integrals and other Multiple Integrals
7.10.1 Simple integral vs Line integral
7.10.2 Surface integral vs Double integral
7.11 Calculating Area using Double Integrals
7.12 Calculating Volume using Double Integral
7.13 Illustrative Examples
7.14 Green’s Formula or Green’s Theorem in a Plane
7.15 Gauss’s Theorem or Gauss’s Divergence Theorem (Second Generalization of Green’s Theorem)
7.15.1 Application of Gauss’s Theorem
7.15.2 Alternative Statement of Gauss’s Theorem in Vector form
7.16 Stoke’s Theorem
7.17 Relationship between the Integral Theorems (Green’s, Stoke’s and Gauss’s Divergence Theorems)
7.18 Miscellaneous Illustrative Examples
7.19 Exercises
8 Dirichlet’s Theorem and Liouville’s Extension
8.1 Introduction
8.2 Dirichlet’s Theorem
8.3 Liouville’s Theorem (Extension of Dirichlet’s Theorem)
8.4 Miscellaneous Illustrative Examples
8.5 Exercises
Bibliography
Index