Math Problem Statement
Solution
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Math Problem Analysis
Mathematical Concepts
Stability analysis
Dynamical systems
Global stability
Asymptotic stability
Exponential stability
Formulas
\( \dot{x} = -\frac{x}{1+x^2} \)
\( \dot{x}_1 = x_2, \dot{x}_2 = -x_1 - x_2 \)
\( \dot{x}_1 = x_2, \dot{x}_2 = -x_1 - \frac{x_2}{1 + x_2^2} \)
Theorems
Lyapunov's stability theorem
Global asymptotic stability conditions
Exponential stability conditions
Suitable Grade Level
University (Advanced undergraduate or graduate level)
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