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Network optimisation - A statistical physics perspective | IEEE Conference Publication | IEEE Xplore

Network optimisation - A statistical physics perspective


Abstract:

Inference and optimisation of real-value edge variables in sparse graphs are studied using the tree based Bethe approximation optimisation algorithms. Equilibrium states ...Show More

Abstract:

Inference and optimisation of real-value edge variables in sparse graphs are studied using the tree based Bethe approximation optimisation algorithms. Equilibrium states of general energy functions involving a large set of real edge-variables that interact at the network nodes are obtained for networks in various cases. These include different cost functions, connectivity values, constraints on the edge bandwidth and the case of multiclass optimisation.
Date of Conference: 01-03 April 2008
Date Added to IEEE Xplore: 01 August 2008
CD:978-963-9799-18-9
Conference Location: Berlin, Germany

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