transfn

Module containing functions for transforming objective function outputs.

Functions

trans_dot	Transform a numpy.ndarray by taking the dot product with a vector of weights
trans_flatten	Transform a numpy.ndarray by flattening it.
trans_identity_unconstrained	Treat all elements in a latent vector as unconstrained objectives.
trans_inbmax_penalty	Transform a numpy.ndarray by applying a penalty for solutions exceeding a provided maximum inbreeding level.
trans_max_inbreeding_constraint	Convert the first element in a latent vector into an inbreeding inequality constraint and leave the rest of the objectives unconstrained.
trans_ndpt_to_vec_dist	Transform a set of non-dominated points by calculating their distances to a vector.
trans_sum	Transform a numpy.ndarray by taking a summation across an axis.
trans_sum_inbmax_penalty	Transform a numpy.ndarray by taking a summation across an axis.