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Cutting planes from the Boolean Quadric Polytope can be used to reduce the optimality gap of the NP-hard nonconvex quadratic program with box constraints (BoxQP). It is known that all cuts of the Chvátal–Gomory closure of the Boolean Quadric Polytope are A -odd cycle inequalities. We obtain a...
Persistent link: https://www.econbiz.de/10015165528
The minimum sum-of-squares clustering problem is a very important problem in data mining and machine learning with very many applications in, e.g., medicine or social sciences. However, it is known to be NP-hard in all relevant cases and to be notoriously hard to be solved to global optimality...
Persistent link: https://www.econbiz.de/10015165413