Numerical Methods and Analysis with Mathematical Modelling (Textbooks in Mathematics)
Author: William P. Fox (Author), Richard D. West (Author)
Publisher finelybook 出版社: Chapman and Hall/CRC
Edition 版本: 1st
Publication Date 出版日期: 2024-08-07
Language 语言: English
Print Length 页数: 403 pages
ISBN-10: 1032703687
ISBN-13: 9781032703688
Book Description
What sets Numerical Methods and Analysis with Mathematical Modelling apart are the modelling aspects utilizing numerical analysis (methods) to obtain solutions. The authors cover first the basic numerical analysis methods with simple examples to illustrate the techniques and discuss possible errors. The modelling prospective reveals the practical relevance of the numerical methods in context to real-world problems.
At the core of this text are the real-world modelling projects. Chapters are introduced and techniques are discussed with common examples. A modelling scenario is introduced that will be solved with these techniques later in the chapter. Often, the modelling problems require more than one previously covered technique presented in the book.
Fundamental exercises to practice the techniques are included. Multiple modelling scenarios per numerical methods illustrate the applications of the techniques introduced. Each chapter has several modelling examples that are solved by the methods described within the chapter.
The use of technology is instrumental in numerical analysis and numerical methods. In this text, Maple, Excel, R, and Python are illustrated. The goal is not to teach technology but to illustrate its power and limitations to perform algorithms and reach conclusions.
This book fulfills a need in the education of all students who plan to use technology to solve problems whether using physical models or true creative mathematical modeling, like discrete dynamical systems.
About the Author
Dr. William P. Fox is an Emeritus Professor in the Department of Defense Analysis at the Naval Postgraduate School. Currently, he is a Visiting Professor in the Department of Mathematics at the College of William and Mary. He received his Ph.D. in Industrial Engineering from Clemson University. He has taught at the United States Military Academy, Francis Marion University, and Naval Postgraduate School. He has many publications and scholarly activities including over twenty books, twenty-four chapters of books & technical reports, one hundred and fifty journal articles, and over one hundred and fifty conference presentations and mathematical modeling workshops.
Richard D. West is a Professor Emeritus of Francis Marion University and a retired Colonel of the United States Army. He received an MS in Applied Mathematics from the University of Colorado in Boulder, which launched his teaching interest in Numerical Analysis. and earned his PhD in college mathematics education from New York University. After a 30-yeaer career in the Army he taught at Francis Marion University in Florence, where he served as Professor of Mathematics.
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