Aggregation-based decomposition for multi-divisional models

Citation
Is. Litvinchev et al., Aggregation-based decomposition for multi-divisional models, J COMP SYST, 38(2), 1999, pp. 244-254
Citations number
30
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL
ISSN journal
10642307 → ACNP
Volume
38
Issue
2
Year of publication
1999
Pages
244 - 254
Database
ISI
SICI code
1064-2307(199903/04)38:2<244:ADFMM>2.0.ZU;2-F
Abstract
The aggregation theory of mathematical programming is used to study decentr alization in convex programming models. A two-level organization is conside red and a aggregation-disaggregation scheme is applied to such a divisional ly organized enterprise. In contrast to the known aggregation techniques, w here the decision variables/production planes are aggregated, it is propose d to aggregate resources allocated by the central planning department among the divisions. This approach results in a decomposition procedure, in whic h the central unit has no optimization problem to solve and should only ave rage local information provided by the divisions.