Applied Numerical Methods Using MATLAB, 2/e (Hardcover)
暫譯: 使用 MATLAB 的應用數值方法,第二版 (精裝本)

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)

這本新版本為學生、工程師和研究人員提供了一種更新的方法,以使用 MATLAB(R) 應用數值方法解決問題(R)

這本易於理解的書籍利用 MATLAB(R) 軟體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。它以完整的形式呈現程式碼,讓讀者可以立即運行,而無需編程技能,讓他們能專注於理解數學操作過程並解釋結果。

使用 MATLAB(R) 的應用數值方法,第二版 開始介紹 MATLAB 的使用和計算誤差,涵蓋從數據的輸入/輸出到各種計算誤差,再到參數共享和傳遞等內容。接下來介紹線性方程組,然後是拉格朗日多項式插值的章節。接下來的部分探討插值和曲線擬合、非線性方程、數值微分/積分、常微分方程和優化。這些章節涵蓋了許多方法,如辛普森法、歐拉法、海恩法、龍格-庫塔法、黃金搜索法、奈爾德-米德法等。第八章為讀者提供了矩陣及特徵值和特徵向量的內容。這本書以對微分方程的完整概述作結。


  • 提供解決電子電路和神經網絡的範例和問題

  • 包括有關自適應濾波器、遞歸最小二乘估計、Bairstow 方法解多項式方程等新章節

  • 解釋混合整數線性規劃 (MILP) 和使用特徵向量的到達方向 (DOA) 估計

  • 針對不喜歡和/或沒有時間推導和證明數學結果的學生

使用 MATLAB(R) 的應用數值方法,第二版 是一本優秀的教材,適合希望在不涉及 MATLAB 代碼細節的情況下發展問題解決能力的學生。對於那些想深入了解基礎算法和方程的人來說,這本書也將非常有用。

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)

楊元毅博士是韓國中央大學電機工程系的教授。

曹文武博士是美國賓州州立大學材料科學與工程系的教授。

金在權博士是韓國延世大學電機工程系的教授。

朴京煥博士是韓國延世大學電機工程系的教授。

朴浩賢博士是韓國中央大學電機與電子工程學院的教授。

鄒景溫博士是韓國中央大學電機工程系的教授。

盧鍾碩是韓國首爾國立大學Brain Korea 21 Plus的創意研究工程師。

李漢烈博士是韓國中央大學電機工程系的教授。

洪哲浩是韓國中央大學電機與電子工程學院的助理教授。

林泰浩博士是韓國湖西大學海洋資訊工程系的教授。