Apparatus and a method for adapting power allocation constraints in a wireless communication system

A method performed by a first apparatus, comprising:

• inputting, to a power allocation model employed by the first apparatus, an initial dataset comprising user data and constraints relating to power allocation in a system comprising a plurality of second apparatus;
• inputting, to the power allocation model, a classification of each constraint in the initial dataset as a soft constraint or a hard constraint;
• and
• generating, using the power allocation model, a solution for the power allocation, based on the constraints in the initial dataset.

A method performed by a second apparatus, comprising:

• receiving, from a first apparatus, at least one modified constraint, the at least one modified constraint relevant for generating a feasible solution for power allocation in a system;
• and
• transmitting, to the first apparatus, at least one of:
• an acceptance of the at least one modified constraint;
• or
• a rejection of the at least one modified constraint.