Path-following methods are iterative algorithms designed to solve optimization problems by tracing a continuous path in the solution space, leading to an optimal solution while maintaining feasibility with respect to constraints. These methods leverage the concept of following a trajectory defined by a parameter that alters the problem gradually, allowing for efficient handling of problems such as complementarity and variational inequalities.
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