Applied Numerical Methods with Matlab

5 /E

Steven Chapra 저자(글)

McGraw Hill Education · 2022년 04월 12일

책 소개

Applied Numerical Methods with MATLAB is designed to support a one-semester course in numerical methods. It has been written for students who want to learn and apply numerical methods in order to solve problems in engineering and science. As such, the methods are motivated by problems rather than by mathematics. That said, sufficient theory is provided so students come away with insight into the techniques and their shortcomings.

This title will be available in Connect, featuring SmartBook, the MHeBook, and homework problems. Instructor Resources available for this title include: Image Library, Instructor Solutions Manual, Lecture PowerPoints, and MatLab Files.

작가정보

저자(글) Steven Chapra

Steve Chapra is the Emeritus Professor and Emeritus Berger Chair in the Civil and Environmental Engineering Department at Tufts University. His other books include Surface Water-Quality Modeling, Numerical Methods for Engineers, and Applied Numerical Methods with Python. Dr. Chapra received engineering degrees from Manhattan College and the University of Michigan. Before joining Tufts, he worked for the U.S. Environmental Protection Agency and the National Oceanic and Atmospheric Administration, and taught at Texas A&M University, the University of Colorado, and Imperial College London. His general research interests focus on surface water-quality modeling and advanced computer applications in environmental engineering. He is a Fellow and Life Member of the American Society of Civil Engineering (ASCE) and has received many awards for his scholarly and academic contributions, including the Rudolph Hering Medal (ASCE) for his research, and the Meriam-Wiley Distinguished Author Award (American Society for Engineering Education). He has also been recognized as an outstanding teacher and advisor among the engineering faculties at Texas A&M University, the University of Colorado, and Tufts University. As a strong proponent of continuing education, he has also taught over 90 workshops for professionals on numerical methods, computer programming, and environmental modeling.Beyond his professional interests, he enjoys art, music (especially classical music, jazz, and bluegrass), and reading history. Despite unfounded rumors to the contrary, he never has, and never will, voluntarily bungee jump or sky dive.

목차

• 1 Mathematical Modeling, Numerical Methods, and Problem Solving
  2 MATLAB Fundamentals
  3 Programming with MATLAB
  4 Roundoff and Truncation Errors
  5 Roots: Bracketing Methods
  6 Roots: Open Methods
  7 Optimization
  8 Linear Algebraic Equations and Matrices
  9 Gauss Elimination
  10 LU Factorization
  11 Matrix Inverse and Condition
  12 Iterative Methods
  13 Eigenvalues
  14 Linear Regression
  15 General Linear Least-Squares and Nonlinear Regression
  16 Fourier Analysis
  17 Polynomial Interpolation
  18 Splines and Piecewise Interpolation
  19 Numerical Integration Formulas
  20 Numerical Integration of Functions
  21 Numerical Differentiation
  22 Initial-Value Problems
  23 Adaptive Methods and Stiff Systems
  24 Boundary-Value Problems

기본정보

ISBN	9781265148225 ( 1265148228 )
발행(출시)일자	2022년 04월 12일
쪽수	752쪽
크기	187 * 230 * 26 mm / 1083 g
총권수	1권
언어	영어