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Evolutionary optimization of network reconstruction from derivative-variable correlationsLeguia, Marc Grau ; Andrzejak, Ralph G ; Levnajić, ZoranTopologije realnih kompleksnih omrežij so redko dostopne. Vendar pa se jih včasih lahko rekonstruira iz eksperimentalno pridobljenih časovnih vrst. To poziva k izboljšanju načinov rekonstrukcije ... (zaznavanja) omrežij. V tem članku podaljšujemo prejšnje rezultate in predstavljamo novo metodo, ki temelji na integraciji evolucijskega optimizacijskega algoritma v metodo bazirano na statistiki relacij odvod-spremenljivka. Rezultati, pridobljeni s novo metodo, na splošno presegajo prvotne rezultate, iz prejšnjih publikacij. Prikazujemo tudi uporabnost metode v realnih scenarijih.Source: Journal of physics. A, Mathematical and theoretical. - ISSN 1751-8113 (Vol. 50, no. 33, Aug. 2017, 13 str.)Type of material - article, component partPublish date - 2017Language - englishCOBISS.SI-ID - 2048462099
Author
Leguia, Marc Grau |
Andrzejak, Ralph G |
Levnajić, Zoran
Topics
network Inference |
simulated annealing |
dynamical systems |
dinamični sistemi
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source: Journal of physics. A, Mathematical and theoretical. - ISSN 1751-8113 (Vol. 50, no. 33, Aug. 2017, 13 str.)
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Leguia, Marc Grau | 38480 |
Andrzejak, Ralph G | ![]() |
Levnajić, Zoran | 27800 |
Source: Personal bibliographies
and: SICRIS
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