Introduction to Modeling and Simulation

电子技术

售   价:
1024.00
作      者
出  版 社
出版时间
2023年01月16日
装      帧
精装
ISBN
9781119982883
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页      码
500
开      本
15.24 x 22.86 cm.
语      种
英文
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图书简介
This new introductory textbook provides thirteen self-contained chapters, each covering an important topic in engineering systems modeling and simulation, with end-of-chapter problems.  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, with an introduction to each topic before delving deeper. As systems become more complex, the author includes a single chapter on complex networks including small-world and scale-free networks, a unique advancement for textbooks within modeling and simulation. Aimed at engineering students studying systems or robotics, the book can also be used in mathematical modeling courses, offering in-depth material on MATLAB simulation and appendices with brief reviews of linear algebra, real analysis, and probability theory.   The topics in this book are timeless fundamentals. The goal is to provide a self-contained introduction to each of the topics so that students are prepared for more advanced study of one or more of the topics.  Modeling and simulation will only increase in importance in the future as computational resources become more powerful and readily available and as systems become more complex. Many examples are provided throughout this book for students active learning, allowing them to acquire a range of tools for analyzing systems and gain experience in numerical computation and simulation of systems.
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