The barrier parameter is a key component in barrier methods used for solving optimization problems, particularly those involving constraints. It introduces a term into the objective function that penalizes violations of constraints, thereby guiding the optimization process to remain within feasible regions. As the barrier parameter approaches zero, the method converges toward an optimal solution while ensuring that it does not violate the constraints imposed by the problem.
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