Mathematics-III
BT-301-
Unit 1Numerical Methods – 1
Solution of polynomial and transcendental equations · Bisection method · Newton-Raphson method · Regula-Falsi method · Finite differences · Relation between operators · Interpolation using Newton’s forward and backward difference formulae · Interpolation with unequal intervals · Newton’s divided difference formulae · Lagrange’s formulae
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Unit 2Numerical Methods – 2
Numerical Differentiation · Numerical integration · Trapezoidal rule · Simpson’s 1/3 rule · Simpson’s 3/8 rule · Solution of Simultaneous Linear Algebraic Equations by Gauss’s Elimination · Gauss’s Jordan method · Crout’s method · Jacobi’s method · Gauss-Seidal method · Relaxation method
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Unit 3Numerical Methods – 3
Ordinary differential equations · Taylor’s series · Euler’s method · Modified Euler’s method · Runge-Kutta method of fourth order for first order equations · Runge-Kutta method of fourth order for second order equations · Milne’s predicator-corrector method · Adam’s predicator-corrector method · Partial differential equations · Finite difference solution of two dimensional Laplace equation · Finite difference solution of Poission equation · Implicit method for one dimensional heat equation · Explicit method for one dimensional heat equation · Bender-Schmidt method · Crank-Nicholson method · Finite difference explicit method for wave equation
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Unit 4Transform Calculus
Laplace Transform · Properties of Laplace Transform · Laplace transform of periodic functions · Finding inverse Laplace transform · Convolution theorem · Evaluation of integrals by Laplace transform · Solving ODEs by Laplace Transform method · Fourier transforms
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Unit 5Concept of Probability
Probability mass function · Probability density function · Discrete distribution: Binomial · Discrete distribution: Poisson’s · Continuous distribution: Normal Distribution · Continuous distribution: Exponential Distribution