lift_ddts()#

PolynomialLifter.lift_ddts(states, ddts)[source]#

Get the time derivatives of the lifted variables, \((q_t, 2qq_t, ...)\).

Parameters
states(n, k) ndarray

Native state variables.

ddts(n, k) ndarray

Time derivatives of the native state variables. Each column ddts[:, j] corresponds to the state vector states[:, j].

Returns
ddts(num_variables * n, k) ndarray

Time derivatives of the learning variables.