Exact disclosure prevention in two-dimensional statistical tables

Exact disclosure prevention in two-dimensional statistical tables

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Article ID: iaor20062962
Country: United Kingdom
Volume: 32
Issue: 11
Start Page Number: 2919
End Page Number: 2936
Publication Date: Nov 2005
Journal: Computers and Operations Research
Authors: ,
Keywords: networks: path, heuristics, programming: integer
Abstract:

We propose new formulations for the exact disclosure problem and develop Lagrangian schemes, that rely on shortest path problems, to generate near optimal solutions. Computational experience is reported for 550 tables with up to 40,000 cells. A proven optimal solution was obtained for 95% of the instances and a near optimal solution was computed for each remaining instance as well as an upper bound on the deviation from the optimum.

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