A purely state-dependent cost function can be modified by introducing a
control-dependent term rewarding submaximal control utilization. A moderation
incentive is identically zero on the boundary of the admissible control region
and non-negative on the interior; it is bounded above by the infimum of the
state-dependent cost function, so that the instantaneous total cost is always
non-negative.