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Practicable robust stochastic optimization under divergence measures with an application to equitable humanitarian response planning

We seek to provide practicable approximations of the two-stage robust stochastic optimization model when its ambiguity set is constructed with an f-divergence radius. These models are known to be numerically challenging to various degrees, depending on the choice of the f-divergence function. The nu...

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Detalles Bibliográficos
Autores principales: Caunhye, Aakil M., Alem, Douglas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10200077/
https://www.ncbi.nlm.nih.gov/pubmed/37360935
http://dx.doi.org/10.1007/s00291-023-00724-0

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