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Systems Science
Dynamical Systems Modeling and Analysis
1. Introduction to Dynamical Systems
2. Mathematical Foundations
3. Modeling with Dynamical Systems
4. One-Dimensional Continuous Systems
5. One-Dimensional Discrete Systems
6. Two-Dimensional Linear Systems
7. Two-Dimensional Nonlinear Systems
8. Bifurcation Theory
9. Chaos Theory
10. Numerical Methods and Computational Analysis
11. Applications in Biology
12. Applications in Physics and Engineering
13. Applications in Chemistry
14. Applications in Economics and Social Sciences
15. Advanced Topics
Bifurcation Theory
Fundamental Concepts
Definition of Bifurcations
Bifurcation Parameters
Bifurcation Points
Bifurcation Diagrams
Construction Methods
Interpretation
Local Bifurcations in One Dimension
Saddle-Node Bifurcation
Normal Form
Bifurcation Diagram
Physical Examples
Transcritical Bifurcation
Normal Form
Symmetry Properties
Pitchfork Bifurcation
Supercritical Case
Normal Form
Stability Analysis
Subcritical Case
Normal Form
Hysteresis Effects
Local Bifurcations in Two Dimensions
Hopf Bifurcation
Supercritical Hopf
Limit Cycle Emergence
Stability Analysis
Subcritical Hopf
Unstable Limit Cycles
Hysteresis
Saddle-Node Bifurcations in 2D
Transcritical Bifurcations in 2D
Pitchfork Bifurcations in 2D
Global Bifurcations
Homoclinic Bifurcations
Homoclinic Orbits
Bifurcation Mechanisms
Heteroclinic Bifurcations
Heteroclinic Connections
Cycle Formation
Saddle-Node of Limit Cycles
Blue Sky Bifurcations
Bifurcation Analysis Methods
Continuation Methods
Normal Form Theory
Center Manifold Theory
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9. Chaos Theory