Some PKM techniques force constraints sataification without violating the constraints (i.e COP-K-Means); while others allow constraints violation with certain penalties (i.e. CVQE).
However, the rounded discrete variables may violate the constraints.
Two penalty functions, that impose a progressive penalization to solutions that violate the constraints, are discussed.
However, the local top-k set at (N_2) is ({O_2}), which violates the constraints.
After all, it is dominated only by credence functions that violate the constraints that your evidence imposes on your credences.
Our method also allows the connection of two different curves without violating the constraints of the whole path.
A robust configuration will not violate the constraints under any of the predicted DER variations called scenarios.
Critical boundaries in the parameter space are presented that separate a region where all trajectories stay within the bounds from a region where trajectories violate the constraints.
By applying Lemma 4, we can change the power and bandwidth allocation of these two ATs to improve their performance without violating the constraints.
However, it is observed that most of planning candidates in the original searching space violate the constraints (10) and (11), due to insufficient generation.
