Journal of Information and Optimization Sciences · 1982 · 193 citations · 2 references
Natural SciencesMathematicsAlgorithmsMathematical EconomicsOptimizationConstrained OptimizationConvex AnalysisConvex OptimizationMathematical ProgrammingNonlinear ProgrammingOptimization TheoryDuality TheoryKarush-kuhn-tucker ConditionsMathematical Programming ModelsMinimizationStrong Duality
The Kuhn-Tucker conditions for the existence of solutions to inequality constrained minimization problems are sufficient conditions when all the functions involved are convex. Various concepts such as pseudo-convexity and quasi-convexity have been introduced for the purpose of weakening this limitation of convexity in mathematical programming. Still wider classes of functions are introduced in this paper and applied in Kunh-Tucker theory and in duality theory.
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Arthur F. Veinott, J. Abadie · Journal of the American Statistical Association · 1968 · 383 citations