Optimisation problems for control of distributed resources. (6th September 2011)

• Record Type: Journal Article
• Authors: Konnov, Igor V.; Kashina, Olga A.; Laitinen, Erkki
• Is Part Of: International journal of modelling, identification and control. Volume 14:Number 1/2(2011)
• Page Start: 65
• Page End: 72
• Publication Date: 2011-09-06
• Subjects: resource allocation -- optimisation -- non-differentiable functions -- decomposition -- duality; Engineering -- Methodology -- Periodicals; Science -- Methodology -- Periodicals; 001.42
• Languages: English
• ISSNs: 1746-6172

Abstract

We consider a two-level optimisation problem of resource allocation in communication networks, which is based on profit maximisation of the network subject to capacity constraints. The cost function of the upper level problem involves a sum of non-differentiable functions whose values are computed algorithmically. The corresponding solution methods utilise duality theory and decomposition technique for optimisation problems.