fit_harmonic_oscillator¶
-
gala.dynamics.fit_harmonic_oscillator(orbit, omega0=[1.0, 1, 1], minimize_kwargs=None)[source]¶ Fit the toy harmonic oscillator potential to the sum of the energy residuals relative to the mean energy by minimizing the function
\[f(\boldsymbol{\omega}) = \sum_i (\frac{1}{2}v_i^2 + \Phi_{\rm sho}(x_i\,|\,\boldsymbol{\omega}) - <E>)^2\]- TODO: This should fail if the Hamiltonian associated with the orbit has
a frame other than StaticFrame
- Parameters
- orbit
Orbit - omega0array_like (optional)
Initial frequency guess.
- minimize_kwargsdict (optional)
Keyword arguments to pass through to
scipy.optimize.minimize.
- orbit
- Returns
- omegasfloat
Best-fit harmonic oscillator frequencies.