File Name: computer oriented numerical and statistical methods .zip
- Computer Based Numerical & Statistical Techniques
- Numerical Methods Books Books
- COMPUTER-BASED NUMERICAL & STATISTICAL TECHNIQUES
Computer Based Numerical & Statistical Techniques
Title of Numerical and Statistical. Fiveshort notes out of eight, BCA 4. Notes,Handouts with print options.
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Modeling, Computers and error analysis : Mathematical modeling and engineering problem solving. Role of computers and software. Approximations and errors. Significant figures, accuracy and precision, Errors, round-off and truncation errors, error propagation. Systems of linear algebraic equations: Mathematical background, Gauss elimination; pitfalls and techniques for improvement, matrix inversion and Gauss-Seidel methods, III Conditional equations,Predictor-Corrector methods,case studies. Curve Fitting: Mathematical background, Least squares linear and polynomial regression, Lagrange interpolating polynomials. Spline interpolation, Case studies.
Numerical Methods Books Books
Course content Computer Arithmetic: Floating point representation of numbers, Arithmetic operations with normalized floating point numbers and their consequences, Error in number representation -Pitfalls in computing, Error propagation in evaluation. Successive approximation method, Newton raphson method for two variables, Discussion of convergence, Solving polynomial equations, Budan's theorem, Barirstow's method, Graeffe's root squaring method. Interpolation and Approximation: Polynomial interpolation, Truncation error in interpolation, Difference tables and calculus of differences, Cubic splines, Inverse interpolation, Linear regression and nonlinear regression using least square approximation, Approximation of function by Taylor Series and Chebyshev Polynomials. Numerical Differentiation And Integration: Differentiation dormulas based on polynomial fit, Pit-Falls in differentiation trapezoidal, Simpson's and gossip quadrature formulas. Computer Oriented Numerical Methods, R. Introduction to Numerical Analysis -By S. Jain, S.
Computer Based Numerical and Statistical Techniques has been written to provide fundamental introduction of numerical analysis for the students who take a course on Engineering Mathematics and for the students of computer science engineering. The book has been divided into 14 chapters covering all important aspects starting from high speed computation to Interpolation and Curve Fitting to Numerical Integration and Differentiation and finally focusing on Test of Significance. Login Invalid login details. Register For New Account. Forgot Password Invalid Email Id.
COMPUTER-BASED NUMERICAL AND STATISTICAL TECHNIQUES. Consequently, numerical analysis may be regarded as a process to develop.
COMPUTER-BASED NUMERICAL & STATISTICAL TECHNIQUES
Advanced numerical methods are essential in making numerical weather prediction feasible. Balaguruswamy 5 bc pdf Numerical Statistical Computing. Subramaniam Following a unique approach, this innovative book integrates the learning of numerical methods with practicing computer programming and using software tools in PDF An Introduction to Matlab in Persian MAE Numerical Methods for Engineers. The book deals with the important topics of numerical methods, including errors in numerical computation, in a lucid style.
Unit 1: Errors and Computations Mathematical Preliminaries -Significant digits or Significant figures-Numbers rounded-off to n significant digits-Errors and their computations-Absolute, Relative and Percentage errors. BC — Old Unit. Newly Added. Unit Finite differences: E operators and relation between them, Differences of a polynomial, Factorial polynomials, differences of zero, summation series Newly Added.