Therefore, an approximate order-embedding is sought: A mapping that violates the order-embedding condition, imposed as a soft constraint, as little as possible.
the penalty L for an ordered pair ( X, Y) of points/vectors in R N + is defined as: L( X, Y) = 0 implies that X Y, according to the reversed product order.