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Barrier methods have led to several nonlinear programming (NLP) solvers (e.g. IPOPT, KNITRO, LOQO). However, certain regularity conditions are required for convergence of these methods. These conditions are violated for optimization models with dependent constraints, thus leading to method failure. These shortcomings can be identified by checking the inertia of the KKT matrix, and current solvers...
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