Extending controlled tabular adjustment for non-additive tabular data with negative protection levels
Castro, Jordi (Universitat Politècnica de Catalunya)

Date:	2011
Abstract:	Minimum distance controlled tabular adjustment (CTA) is a recent perturbative methodology for the protection of tabular data. An implementation of CTA was recently used by Eurostat for the protection of European Union level structural business and animal production statistics. The realworld instances to be solved forced the classical CTA model to be extended with two features: first, to deal with non-additive tables; second, and most important, to consider negative protection levels. The latter extension means a significant modification of the classical CTA mixed integer linear model. We present and compare new models for these extensions. Computational results are reported using a set of real-world instances, and two state-of-the-art commercial solvers (CPLEX and Xpress).
Rights:	Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.
Language:	Anglès
Document:	Article ; recerca ; Versió publicada
Subject:	Mathematical programming ; Mixed integer linear optimization ; Statistical disclosure control ; Perturbative methods ; Controlled tabular adjustment ; Official statistics
Published in:	SORT : statistics and operations research transactions, Vol. 35, Núm. 1 (January-June 2011) , p. 3-20, ISSN 2013-8830

Adreça alternativa: https://raco.cat/index.php/SORT/article/view/242560

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