A logarithmic barrier is a type of interior point method that incorporates logarithmic functions to handle constraints in optimization problems. This approach helps to maintain feasibility within the feasible region by penalizing solutions that approach the boundaries of the constraints, effectively guiding the search for optimal solutions away from these boundaries. By using logarithmic functions, the method can smoothly navigate through the feasible region while avoiding infeasibility and improving convergence properties.
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