- 464 pages
- English
- PDF
- Available on iOS & Android
About This Book
Modeling of Complex Systems: An Introduction describes the framework of complex systems. This book discusses the language of system theory, taxonomy of system concepts, steps in model building, and establishing relations using physical laws. The statistical attributes of data, generation of random numbers fundamental problems of recognition, and input-output type models are also elaborated. This text likewise covers the optimization with equality constraints, transfer function models, and competition among species. This publication is written primarily for senior undergraduate students and beginning graduate students who are interested in an interdisciplinary or multidisciplinary approach to large-scale or complex problems of contemporary societal interest.
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Table of contents
- Front Cover
- Modeling of Complex Systems: An Introduction
- Copyright Page
- Table of Contents
- Dedication
- Preface
- Acknowledgments
- Suggestions for Term Projects
- Chapter 1. An Approach to the Problem
- Chapter 2. Language of System Theory
- Chapter 3. The Modeling Process
- Chapter 4. Primitive Models
- Chapter 5. Forecasting
- Chapter 6. Recognition of Patterns
- Chapter 7. Static Equilibrium Models
- Chapter 8. Analysis of Competitive Situations
- Chapter 9. Linear Dynamical Structure
- Chapter 10. Growth and Decay Processes
- Appendixes
- Index