Introduction to Modeling and Simulation: A Systems Approach
暫譯: 建模與模擬導論:系統方法

Spong, Mark W.

  • 出版商: Wiley
  • 出版日期: 2023-02-13
  • 定價: $4,570
  • 售價: 9.5$4,342
  • 語言: 英文
  • 頁數: 432
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 111998288X
  • ISBN-13: 9781119982883
  • 立即出貨 (庫存=1)

商品描述

Introduction to Modeling and Simulation

An essential introduction to engineering system modeling and simulation from a well-trusted source in engineering and education

This new introductory-level textbook provides thirteen self-contained chapters, each covering an important topic in engineering systems modeling and simulation. The importance of such a topic cannot be overstated; modeling and simulation will only increase in importance in the future as computational resources improve and become more powerful and accessible, and as systems become more complex. This resource is a wonderful mix of practical examples, theoretical concepts, and experimental sessions that ensure a well-rounded education on the topic.

The topics covered in Introduction to Modeling and Simulation are timeless fundamentals that provide the necessary background for further and more advanced study of one or more of the topics. The text includes topics such as linear and nonlinear dynamical systems, continuous-time and discrete-time systems, stability theory, numerical methods for solution of ODEs, PDE models, feedback systems, optimization, regression and more. Each chapter provides an introduction to the topic to familiarize students with the core ideas before delving deeper. The numerous tools and examples help ensure students engage in active learning, acquiring a range of tools for analyzing systems and gaining experience in numerical computation and simulation systems, from an author prized for both his writing and his teaching over the course of his over-40-year career.

Introduction to Modeling and Simulation readers will also find:

  • Numerous examples, tools, and programming tips to help clarify points made throughout the textbook, with end-of-chapter problems to further emphasize the material
  • As systems become more complex, a chapter devoted to complex networks including small-world and scale-free networks - a unique advancement for textbooks within modeling and simulation
  • A complementary website that hosts a complete set of lecture slides, a solution manual for end-of-chapter problems, MATLAB files, and case-study exercises

Introduction to Modeling and Simulation is aimed at undergraduate and first-year graduate engineering students studying systems, in diverse avenues within the field: electrical, mechanical, mathematics, aerospace, bioengineering, physics, and civil and environmental engineering. It may also be of interest to those in mathematical modeling courses, as it provides in-depth material on MATLAB simulation and contains appendices with brief reviews of linear algebra, real analysis, and probability theory.

商品描述(中文翻譯)

建模與模擬導論

來自工程與教育領域值得信賴的來源,對工程系統建模與模擬的基本介紹

這本新的入門級教科書提供了十三個獨立的章節,每個章節涵蓋工程系統建模與模擬中的一個重要主題。這類主題的重要性不容小覷;隨著計算資源的改善、變得更強大且更易於獲得,以及系統變得更加複雜,建模與模擬的重要性只會增加。這本資源是實用範例、理論概念和實驗課程的絕佳結合,確保讀者在該主題上獲得全面的教育。

《建模與模擬導論》中涵蓋的主題是永恆的基礎,為進一步和更高級的學習提供必要的背景。文本包括線性和非線性動態系統、連續時間和離散時間系統、穩定性理論、常微分方程的數值方法、偏微分方程模型、反饋系統、優化、回歸等主題。每個章節都提供了對主題的介紹,以幫助學生熟悉核心概念,然後再深入探討。眾多的工具和範例幫助確保學生積極參與學習,獲得分析系統的各種工具,並在數值計算和模擬系統中獲得經驗,這位作者在其超過40年的職業生涯中因其寫作和教學而受到讚譽。

《建模與模擬導論》的讀者還會發現:


  • 大量的範例、工具和程式設計提示,以幫助澄清教科書中提出的要點,並附有章末問題以進一步強調材料

  • 隨著系統變得更加複雜,專門針對複雜網絡的章節,包括小世界網絡和無尺度網絡 - 這是建模與模擬教科書中的一項獨特進展

  • 一個補充網站,提供完整的講義幻燈片、一個章末問題的解答手冊、MATLAB檔案和案例研究練習

《建模與模擬導論》旨在針對學習系統的本科生和第一年研究生工程學生,涵蓋該領域的多個方向:電氣、機械、數學、航空航天、生物工程、物理以及土木和環境工程。對於數學建模課程的學生來說,這本書也可能引起興趣,因為它提供了有關MATLAB模擬的深入材料,並包含附錄,簡要回顧線性代數、實分析和概率論。

作者簡介

Mark W. Spong, DSc, is Professor of Systems Engineering and Professor of Electrical and Computer Engineering at the University of Texas, USA, where he also holds the Excellence in Education Chair. Professor Spong received his doctorate in systems science and mathematics in 1981 from Washington University in St. Louis, USA. He is a Life Fellow of the IEEE and a Fellow of IFAC. Among the numerous notable awards he has received are the 2011 Pioneer in Robotics Award from the IEEE Robotics and Automation Society, the 2020 Rufus Oldenburger Medal from the ASME, the 2018 Bode Lecture Prize from the IEEE Control Systems Society, the 2016 Nyquist Lecture Prize from the ASME, and the IEEE Transactions on Control Systems Technology Outstanding Paper Award.

作者簡介(中文翻譯)

Mark W. Spong, DSc, 是美國德克薩斯州大學的系統工程教授及電機與計算機工程教授,並擔任教育卓越講座教授。Spong 教授於1981年在美國聖路易斯的華盛頓大學獲得系統科學與數學博士學位。他是IEEE的終身會士及IFAC的會士。他獲得的眾多著名獎項包括2011年IEEE機器人與自動化學會的機器人先驅獎、2020年ASME的Rufus Oldenburger獎章、2018年IEEE控制系統學會的Bode講座獎、2016年ASME的Nyquist講座獎,以及IEEE控制系統技術期刊的傑出論文獎。