The Art of Modeling Dynamic Systems: Forecasting for Chaos, Randomness, and Determinism (Dover Books on Computer Science)

Book Details

• Author: Foster Morrison

• Publisher: Dover

• Edition: 2nd Ed 2008 Dover Ed

• Binding: Paperback

• Number of Pages: 416

• Release Date: 24-01-2008

• ISBN: 9780486462950

• Languages: English

About The Book

Mapping the Complexities of Dynamical Systems by Foster Morrison offers an insightful exploration into the world of complex, unpredictable systems and the mathematical tools used to understand them. With a deep focus on statistical methods, coordinate transformations, and mathematical analysis, this text serves as an invaluable resource for engineers and scientists who seek to simplify and predict even the most chaotic systems.

Morrison, an established authority in the field, bridges the gap between complex mathematical theories and real-world applications. Through practical examples and clear analogies, he demystifies advanced concepts, making them more accessible and relatable. The book emphasizes how any system—no matter how intricate—can be rendered more understandable and predictable through the right tools.

In addition to covering universal modeling methods in detail, the book also explores specialized techniques and case histories. Key topics include the role of pure mathematics in modeling, the limitations of numerical methods, forecasting in the face of chaos and randomness, and understanding dynamics without the use of calculus. With careful distinctions drawn between theoretical abstractions and observable realities, Morrison provides readers with a clear, applicable framework for tackling dynamical systems.

This edition includes valuable updates, corrections by the author, and a new Preface, ensuring that it remains a vital reference for those navigating the complexities of modeling and system dynamics in various scientific fields.