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.
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A Systems Approach
Produktdetaljer
ISBN
9781119982906
Publisert
2023
Utgave
1. utgave
Utgiver
Wiley Global Research (STMS)
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter