Introduction to the Modeling and Analysis of Complex Systems
Introduction to the Modeling and Analysis of Complex Systems introduces students to mathematical/computational modeling and analysis developed in the emerging interdisciplinary field of Complex Systems Science. Complex systems are systems made of a large number of microscopic components interacting...
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Place of publication not identified]
Open SUNY
[2015]
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| Series: | Open textbook library.
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| Subjects: | |
| Online Access: | Access online version |
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Table of Contents:
- Introduction
- Fundamentals of Modeling
- Basics of Dynamical Systems
- Discrete-Time Models I: Modeling
- Discrete-Time Models II: Analysis
- Continuous-Time Models I: Modeling
- Continuous-Time Models II: Analysis
- Bifurcations
- Chaos
- Interactive Simulation of Complex Systems
- Cellular Automata I: Modeling
- Cellular Automata II: Analysis
- Continuous Field Models I: Modeling
- Continuous Field Models II: Analysis
- Basics of Networks
- Dynamical Networks I: Modeling
- Dynamical Networks II: Analysis of Network Topologies
- Dynamical Networks III: Analysis of Network Dynamics
- Agent-Based Models