Applied Numerical Methods Using MATLAB, 2/e (Hardcover)

Yang, Won Y., Cao, Wenwu, Kim, Jaekwon

  • 出版商: Wiley
  • 出版日期: 2020-05-12
  • 售價: $1,890
  • 貴賓價: 9.8$1,852
  • 語言: 英文
  • 頁數: 656
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119626803
  • ISBN-13: 9781119626800
  • 相關分類: Matlab
  • 立即出貨 (庫存=1)

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商品描述

This new edition provides an updated approach for students, engineers, and researchers to apply numerical methods for solving problems using MATLAB(R)

This accessible book makes use of MATLAB(R) software to teach the fundamental concepts for applying numerical methods to solve practical engineering and/or science problems. It presents programs in a complete form so that readers can run them instantly with no programming skill, allowing them to focus on understanding the mathematical manipulation process and making interpretations of the results.

Applied Numerical Methods Using MATLAB(R), Second Edition begins with an introduction to MATLAB usage and computational errors, covering everything from input/output of data, to various kinds of computing errors, and on to parameter sharing and passing, and more. The system of linear equations is covered next, followed by a chapter on the interpolation by Lagrange polynomial. The next sections look at interpolation and curve fitting, nonlinear equations, numerical differentiation/integration, ordinary differential equations, and optimization. Numerous methods such as the Simpson, Euler, Heun, Runge-kutta, Golden Search, Nelder-Mead, and more are all covered in those chapters. The eighth chapter provides readers with matrices and Eigenvalues and Eigenvectors. The book finishes with a complete overview of differential equations.

  • Provides examples and problems of solving electronic circuits and neural networks
  • Includes new sections on adaptive filters, recursive least-squares estimation, Bairstow's method for a polynomial equation, and more
  • Explains Mixed Integer Linear Programing (MILP) and DOA (Direction of Arrival) estimation with eigenvectors
  • Aimed at students who do not like and/or do not have time to derive and prove mathematical results

Applied Numerical Methods Using MATLAB(R), Second Edition is an excellent text for students who wish to develop their problem-solving capability without being involved in details about the MATLAB codes. It will also be useful to those who want to delve deeper into understanding underlying algorithms and equations.

商品描述(中文翻譯)

這本新版書籍提供了一種更新的方法,供學生、工程師和研究人員使用MATLAB進行數值方法來解決問題。

這本易於理解的書籍利用MATLAB軟體來教授應用數值方法解決實際工程和/或科學問題的基本概念。它以完整的程式形式呈現,讓讀者可以立即運行它們,無需編程技能,讓他們專注於理解數學操作過程並對結果進行解釋。

《應用數值方法使用MATLAB,第二版》首先介紹了MATLAB的使用和計算誤差,從數據的輸入/輸出,到各種計算誤差,再到參數共享和傳遞等等。接下來介紹了線性方程組,然後是拉格朗日插值的章節。接下來的章節涵蓋了插值和曲線擬合、非線性方程、數值微分/積分、常微分方程和優化等內容。這些章節涵蓋了許多方法,如辛普森法、歐拉法、Heun法、龍格-庫塔法、黃金搜索法、Nelder-Mead法等。第八章介紹了矩陣和特徵值和特徵向量。書籍以對微分方程的完整概述作為結尾。


  • 提供解決電子電路和神經網絡問題的例子和問題

  • 新增了關於自適應濾波器、遞迴最小二乘估計、Bairstow多項式方程的方法等新章節

  • 解釋了混合整數線性規劃(MILP)和DOA(到達方向)估計與特徵向量

  • 針對不喜歡和/或沒有時間推導和證明數學結果的學生

《應用數值方法使用MATLAB,第二版》是一本優秀的教材,適合希望在不涉及MATLAB代碼細節的情況下提高解決問題能力的學生。對於那些希望深入了解底層算法和方程式的人也很有用。

作者簡介

Won Y. Yang, PhD, is a Professor in the Department of Electrical Engineering at Chung-Ang University in Seoul, Korea.

Wenwu Cao, PhD, is a Professor in the Department of Materials Science and Engineering at Penn State University in University Park, Pennsylvania.

Jaekwon Kim, PhD, is a Professor in the Department of Electrical Engineering at Yongsei University in Wonju, Korea.

Kyung W. Park, PhD, is a Professor in the Department of Electrical Engineering at Yonsei University, Wonju, Korea.

Ho-Hyun Park, PhD, is a Professor in the School of Electrical and Electronics Engineering at Chung-Ang University in Seoul, Korea.

Jingon Joung, PhD, is a Professor in the Department of Electrical Engineering at Chung-Ang University in Seoul, Korea.

Jong-Suk Ro is Creative Research Engineer Development at Brain Korea 21 Plus, Seoul National University in Seoul, Korea.

Han L. Lee, PhD, is a Professor in the Department of Electrical Engineering at Chung-Ang University in Seoul, Korea.

Cheol-Ho Hong is Assistant Professor in the School of Electrical and Electronics Engineering at Chung-Ang University in Seoul, Korea.

Taeho Im, PhD, is a Professor in Oceanic IT Engineering at Hoseo University in Asan, Korea.

作者簡介(中文翻譯)

Won Y. Yang, PhD, 是韓國首爾中央大學電機工程系的教授。

Wenwu Cao, PhD, 是美國賓夕法尼亞州立大學材料科學與工程系的教授。

Jaekwon Kim, PhD, 是韓國元智大學電機工程系的教授。

Kyung W. Park, PhD, 是韓國延世大學電機工程系的教授。

Ho-Hyun Park, PhD, 是韓國首爾中央大學電氣與電子工程學院的教授。

Jingon Joung, PhD, 是韓國首爾中央大學電機工程系的教授。

Jong-Suk Ro是韓國首爾國立大學Brain Korea 21 Plus的創新研究工程師。

Han L. Lee, PhD, 是韓國首爾中央大學電機工程系的教授。

Cheol-Ho Hong是韓國首爾中央大學電氣與電子工程學院的助理教授。

Taeho Im, PhD, 是韓國湖西大學海洋資訊技術工程系的教授。