Topics in Mathematical Modeling (Hardcover)
暫譯: 數學建模主題 (精裝版)
K. K. Tung
- 出版商: Princeton University
- 出版日期: 2007-04-15
- 售價: $1,100
- 貴賓價: 9.8 折 $1,078
- 語言: 英文
- 頁數: 336
- 裝訂: Hardcover
- ISBN: 0691116423
- ISBN-13: 9780691116426
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相關主題
商品描述
Topics in Mathematical Modeling is an introductory textbook on mathematical modeling. The book teaches how simple mathematics can help formulate and solve real problems of current research interest in a wide range of fields, including biology, ecology, computer science, geophysics, engineering, and the social sciences. Yet the prerequisites are minimal: calculus and elementary differential equations. Among the many topics addressed are HIV; plant phyllotaxis; global warming; the World Wide Web; plant and animal vascular networks; social networks; chaos and fractals; marriage and divorce; and El Niño. Traditional modeling topics such as predator-prey interaction, harvesting, and wars of attrition are also included. Most chapters begin with the history of a problem, follow with a demonstration of how it can be modeled using various mathematical tools, and close with a discussion of its remaining unsolved aspects.
Designed for a one-semester course, the book progresses from problems that can be solved with relatively simple mathematics to ones that require more sophisticated methods. The math techniques are taught as needed to solve the problem being addressed, and each chapter is designed to be largely independent to give teachers flexibility.
The book, which can be used as an overview and introduction to applied mathematics, is particularly suitable for sophomore, junior, and senior students in math, science, and engineering.
商品描述(中文翻譯)
《數學建模主題》是一本關於數學建模的入門教科書。本書教導讀者如何利用簡單的數學來制定和解決當前研究領域中各種實際問題,包括生物學、生態學、計算機科學、地球物理學、工程學和社會科學。然而,所需的先備知識非常少:微積分和初等微分方程。書中探討的主題包括HIV、植物葉序、全球暖化、萬維網、植物和動物的血管網絡、社交網絡、混沌與分形、婚姻與離婚,以及厄爾尼諾現象。傳統的建模主題,如捕食者-獵物互動、採收和消耗戰爭等也被納入其中。大多數章節以問題的歷史開始,接著展示如何使用各種數學工具進行建模,最後討論其尚未解決的方面。
本書設計為一學期的課程,從可以用相對簡單的數學解決的問題開始,逐漸過渡到需要更複雜方法的問題。數學技術根據解決的問題需要而教授,每一章的設計都相對獨立,以便給予教師靈活性。
這本書可以作為應用數學的概述和入門,特別適合數學、科學和工程的二年級、三年級和四年級學生。