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Claudia D’Ambrosio
Researcher at École Polytechnique
Publications - 87
Citations - 1860
Claudia D’Ambrosio is an academic researcher from École Polytechnique. The author has contributed to research in topics: Nonlinear programming & Optimization problem. The author has an hindex of 17, co-authored 79 publications receiving 1479 citations. Previous affiliations of Claudia D’Ambrosio include University of Bologna & Centre national de la recherche scientifique.
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An MILP Approach for Short-Term Hydro Scheduling and Unit Commitment With Head-Dependent Reservoir
TL;DR: A model is presented that takes into account the head effects on power production through an enhanced linearization technique, and turns out to be more general and efficient than those available in the literature.
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On the optimal design of water distribution networks: a practical MINLP approach
TL;DR: The solutions obtained are immediately usable in practice because they are characterized by an allocation of diameters to pipes that leads to a correct hydraulic operation of the network, unlike most of the other methods presented in the literature.
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Piecewise linear approximation of functions of two variables in MILP models
TL;DR: Two easy-to-implement methods for the piecewise linear approximation of functions of two variables and a detailed description of how the methods can be embedded in a MILP model are considered.
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Surrogate‐based methods for black‐box optimization
TL;DR: This paper surveys methods that are currently used in black-box optimization, i.e. the kind of problems whose objective functions are very expensive to evaluate and no analytical or derivative information is available.
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Mathematical Programming techniques in Water Network Optimization
TL;DR: This article surveys mathematical programming approaches to problems in the field of drinking water distribution network optimization and gives an overview on the more specific modeling aspects in each case.