Mathematical Modeling and Simulation: Introduction for Scientists and Engineers (Paperback)
暫譯: 數學建模與模擬:科學家與工程師的入門指南(平裝本)
Kai Velten
- 出版商: Wiley
- 出版日期: 2009-02-01
- 定價: $4,980
- 售價: 6.0 折 $2,988
- 語言: 英文
- 頁數: 362
- 裝訂: Paperback
- ISBN: 3527407588
- ISBN-13: 9783527407583
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相關分類:
工程數學 Engineering-mathematics、物理學 Physics
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商品描述
This concise and clear introduction to the topic requires only basic knowledge of calculus and linear algebra - all other concepts and ideas are developed in the course of the book. Lucidly written so as to appeal to undergraduates and practitioners alike, it enables readers to set up simple mathematical models on their own and to interpret their results and those of others critically. To achieve this, many examples have been chosen from various fields, such as biology, ecology, economics, medicine, agricultural, chemical, electrical, mechanical and process engineering, which are subsequently discussed in detail.
Based on the author`s modeling and simulation experience in science and engineering and as a consultant, the book answers such basic questions as: What is a mathematical model? What types of models do exist? Which model is appropriate for a particular problem? What are simulation, parameter estimation, and validation?
The book relies exclusively upon open-source software which is available to everybody free of charge. The entire book software - including 3D CFD and structural mechanics simulation software - can be used based on a free CAELinux-Live-DVD that is available in the Internet (works on most machines and operating systems).
商品描述(中文翻譯)
這本簡明清晰的導論只需要基本的微積分和線性代數知識,書中將發展所有其他概念和想法。文筆流暢,旨在吸引本科生和實務工作者,使讀者能夠獨立建立簡單的數學模型,並批判性地解釋自己的結果及他人的結果。為了達成這個目標,書中選取了來自生物學、生態學、經濟學、醫學、農業、化學、電氣、機械和過程工程等各個領域的許多範例,並進行詳細討論。
基於作者在科學和工程領域的建模與模擬經驗以及作為顧問的背景,這本書回答了一些基本問題,例如:什麼是數學模型?存在哪些類型的模型?哪一種模型適合特定問題?什麼是模擬、參數估計和驗證?
本書完全依賴於開源軟體,所有人都可以免費獲得。整本書的軟體,包括3D計算流體力學(CFD)和結構力學模擬軟體,都可以基於可在互聯網上獲得的免費CAELinux-Live-DVD使用(適用於大多數機器和操作系統)。