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New versions and extensions of Benson’s outer approximation algorithm for solving linear vector optimization problems are presented. Primal and dual variants are provided in which only one scalar linear program has to be solved in each iteration rather than two or three as in previous...
Persistent link: https://www.econbiz.de/10010994156
In this paper we present a survey of generalizations of the celebrated Farkas’s lemma, starting from systems of linear inequalities to a broad variety of non-linear systems. We focus on the generalizations which are targeted towards applications in continuous optimization. We also briefly...
Persistent link: https://www.econbiz.de/10010995373
interpretation of shadow prices via Lagrange duality. Copyright Springer-Verlag Berlin Heidelberg 2013 …
Persistent link: https://www.econbiz.de/10010997073
We consider nonlinear stochastic optimization problems with probabilistic constraints. The concept of a p-efficient point of a probability distribution is used to derive equivalent problem formulations, and necessary and sufficient optimality conditions. We analyze the dual functional and its...
Persistent link: https://www.econbiz.de/10010999538
to show that there is no duality gap between the primal constrained optimization problem and the dual problem involving …
Persistent link: https://www.econbiz.de/10010999654
We develop a duality theory for weakly minimal points of multiple objective linear programs which has several … are hyperplanes. As in other set-valued (but not in vector-valued) approaches, there is no duality gap in the case that … in a complete lattice. Thus the duality theory has a high degree of analogy to its classical counterpart. Another …
Persistent link: https://www.econbiz.de/10010999730
coradiant quasiconcave increasing functions. We use this generator to examine two duality schemes for these functions: classical … duality often used in microeconomic analysis and a more recent duality concept. Some possible applications to the theory of …
Persistent link: https://www.econbiz.de/10010999761
duality existing between the welfarist and monopolist constrained maximization programs by proving the following “folk theorem …
Persistent link: https://www.econbiz.de/10011041827
In this note we show that the diet problem and the benefit-of-the-doubt (BoD) aggregation are linear programming duals. That is, the primal (dual) formulation of the diet problem is equivalent to the dual (primal) formulation of the BoD model as long as food prices are set equal to one. In...
Persistent link: https://www.econbiz.de/10011051804
In this paper, our major theme is a unifying framework for duality in robust linear programming. We show that there are …
Persistent link: https://www.econbiz.de/10011051853