fit_isochrone¶
-
gala.dynamics.
fit_isochrone
(orbit, m0=200000000000.0, b0=1.0, minimize_kwargs=None)[source]¶ Fit the toy Isochrone potential to the sum of the energy residuals relative to the mean energy by minimizing the function
\[f(m,b) = \sum_i (\frac{1}{2}v_i^2 + \Phi_{\rm iso}(x_i\,|\,m,b) - <E>)^2\]- TODO: This should fail if the Hamiltonian associated with the orbit has
- a frame other than StaticFrame
Parameters: - orbit :
Orbit
- m0 : numeric (optional)
Initial mass guess.
- b0 : numeric (optional)
Initial b guess.
- minimize_kwargs : dict (optional)
Keyword arguments to pass through to
scipy.optimize.minimize
.
Returns: - m : float
Best-fit scale mass for the Isochrone potential.
- b : float
Best-fit core radius for the Isochrone potential.