.. _method-bayes_calibration-wasabi-emulator-pce-expansion_order-collocation_ratio-basis_pursuit:

"""""""""""""
basis_pursuit
"""""""""""""


Compute the coefficients of a polynomial expansion by solving the Basis Pursuit :math:`\ell_1` -minimization problem using linear programming.


.. toctree::
   :hidden:
   :maxdepth: 1



**Specification**

- *Alias:* bp 

- *Arguments:* None


**Description**


Compute the coefficients of a polynomial expansion by solving the Basis Pursuit :math:`\ell_1` -minimization problem using linear programming.