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Optimality conditions for approximate solutions in multiobjective optimization problems - MaRDI portal

Optimality conditions for approximate solutions in multiobjective optimization problems (Q607984)

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scientific article; zbMATH DE number 5823185
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Optimality conditions for approximate solutions in multiobjective optimization problems
scientific article; zbMATH DE number 5823185

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    Optimality conditions for approximate solutions in multiobjective optimization problems (English)
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    6 December 2010
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    This paper presents necessary and sufficient optimality conditions for approximate efficient solutions of multi-objective optimization problems. It uses the tangent cone, the cone of feasible directions and the \(\varepsilon\)-normal cone to derive different characterizations for global approximate solutions in the convex case considered in Section 3. In Section 4, the results are generalized to the non-convex case by using local concepts. First- and second-order conditions for local approximate efficient solutions are derived, which are expressed by means of the tangent cone, the second-order tangent set and the asymptotic second-order set. In addition, some sufficient conditions are presented for local (weakly) approximate solutions by using Hadamard upper (lower) directional derivatives.
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    multi-objective optimization
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    optimality conditions
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    global approximate solution
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    local approximate solution
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    tangent cone
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    Hadamard directional derivatives
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