Resource Allocation with Potts Mean Field Neural Network Techniques

University dissertation from Sölvegatan 14 A, 223 62 Lund , Sweden

Author: Martin Lagerholm; Lunds Universitet.; Lund University.; [1998]

Keywords: TEKNIKVETENSKAP; TECHNOLOGY; MATEMATIK; MATHEMATICS; Mathematics Matematik NP-complete. ECG scheduling airline crew multicast unicast routing approximation mean field ANN combinatorial optimization Potts algorithm Systems engineering computer technology Data- och systemvetenskap;

Abstract: Potts mean field artificial neural network techniques are developed and applied to airline crew scheduling problems and routing problems. A propagator formalism in terms of Potts neurons is developed to handle global topological issues. An integrated method for identifying and classifying ECG complexes is presented. Unsupervised self-organizing artificial neural networks are employed to cluster the beats.

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