Undergrad What is a symmetric ODE / what does it mean when an ODE is symmetric?

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SUMMARY

A symmetric ordinary differential equation (ODE) exhibits symmetry through invertible linear maps. Specifically, an ODE of the form \(\dot x = f(x)\) maintains its structure under a transformation \(y(t) = Ax(t)\) if \(A\) is a symmetry of the ODE, satisfying \(f = A^{-1} \circ f \circ A\). For instance, the system \(\begin{pmatrix} \dot x \\ \dot y \end{pmatrix} = \begin{pmatrix} y \\ -x \end{pmatrix}\) is symmetric with respect to the rotation matrix \(\begin{pmatrix} \cos \theta & -\sin \theta \\ \sin \theta & \cos \theta \end{pmatrix}\). Another example includes the system \(\dot x_1 = x_1 + x_2x_3\), \(\dot x_2 = x_2 + x_1x_3\), \(\dot x_3 = x_3 + x_1x_2\), which is symmetric under permutations of \((x_1, x_2, x_3)\).

PREREQUISITES
  • Understanding of ordinary differential equations (ODEs)
  • Familiarity with linear algebra concepts, particularly invertible linear maps
  • Knowledge of phase space and solution curves
  • Basic understanding of symmetry in mathematical contexts
NEXT STEPS
  • Explore the properties of symmetric ODEs in greater detail
  • Learn about phase space analysis and visualization techniques
  • Investigate the role of symmetry in dynamical systems
  • Study the implications of linear transformations on ODE solutions
USEFUL FOR

Mathematicians, physicists, and engineers interested in the study of ordinary differential equations, particularly those focusing on symmetry properties and dynamical systems analysis.

I_laff
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How can an ODE be symmetric? How would you plot an ODE to show off this property? (i.e. what would be the axes?)
 
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Let f: \mathbb{R}^n \to \mathbb{R}^n and A : \mathbb{R}^n \to \mathbb{R}^n be an invertible linear map. Then A is a symmetry of the ODE <br /> \dot x = f(x) if and only if y(t) = Ax(t) is also a solution of the ODE, ie. \dot y = f(y). This requires that f = A^{-1} \circ f \circ A.

If you plotted all of the solution curves in phase space, then the resulting diagram would have A as a symmetry.

Example 1: \begin{pmatrix} \dot x \\ \dot y \end{pmatrix} = \begin{pmatrix} y \\ -x \end{pmatrix} is symmetric with respect to <br /> \begin{pmatrix} \cos \theta &amp; -\sin \theta \\ \sin \theta &amp; \cos \theta \end{pmatrix} for any \theta.

Example 2: <br /> \dot x_1 = x_1 + x_2x_3, \qquad \dot x_2 = x_2 + x_1x_3, \qquad \dot x_3 = x_3 + x_1x_2 is symmetric with respect to any permutation of (x_1, x_2, x_3).
 

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