Objective
This course focuses on several branches of applied mathematics. The students are exposed to complex variables theory and a study of the Fourier and Z-Transforms, topics of current importance in signal processing. The course concludes with studies of the wave and heat equations in Cartesian and polar coordinates.
Syllabus
Complex Analysis
- Complex Analytic Functions
- Functions and sets in the complex plane
- Limits and Derivatives of complex functions
- Analytic functions. The Cauchy –Riemann equations
- Harmonic functions and it’s conjugate
- Conformal Mapping
- Mapping
- Some familiar functions as mappings
- Conformal mappings and special linear functional transformations
- Constructing conformal mappings between given domains
- Integral in the Complex Plane
- Line integrals in the complex plane
- Basic Problems of the complex line integrals
- Cauchy’s integral theorem
- Cauchy’s integral formula
- Supplementary problems
- Complex Power Series, Complex Taylor series and Lauren series
- Complex power series
- Functions represented by power series
- Taylor series, Taylor series of elementary functions
- Practical methods for obtaining power series, Laurent series
- Analyticity at infinity, zeros, singularities, residues, Cauchy's residue theorem
- Evaluation of real integrals
The Z-Transform
- Introduction
- Properties of Z-Transform
- Z- transform of elementary functions
- Linearity properties
- First shifting theorem, second shifting theorem, Initial value theorem,
- Final value theorem, Convolution theorem
- Some standard Z- transform
- Inverse Z-Transform
- Method for finding Inverse Z-Transform
- Application of Z-Transform to difference equations
Partial Differential Equations
- Linear partial differential equation of second order, their classification and solution
- Solution of one dimensional wave equation, one dimensional heat equation, two dimensional heat equation and Laplace equation (Cartesian and polar form) by variable separation method
Fourier Transform
- Fourier integral theorem, Fourier sine and cosine integral; complex form of Fourier integral
- Fourier transform, Fourier sine transform, Fourier cosine transform and their properties
- Convolution, Parseval’s identity for Fourier transforms
- Relation between Fourier transform and Laplace transform