Robust least square semidefinite programming with applications (Q457207)

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scientific article; zbMATH DE number 6348484
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Robust least square semidefinite programming with applications
scientific article; zbMATH DE number 6348484

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    Robust least square semidefinite programming with applications (English)
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    26 September 2014
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    The authors consider a least square semidefinite programming problem and its robustification which is described as a semidefinite linear program with an additional second order cone constraint. The paper discusses results on constraint qualififcations, sensitivity analysis and duality for this class of problems. Finally, the mathematical model for the robust correlation stress testing is considered as an application.
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    robust optimization
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    uncertain least square SDP
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    strong duality
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    infeasibility
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    spectral gradient projection method
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    robust correlation stress testing
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