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Application of Markov Decision Processes to the Frequency Assignment Problem

Jean-Yves Greff Lhassane Idoumghar 1 René Schott 1
1 MAIA - Autonomous intelligent machine
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : This paper presents an original algorithm, based on Markov Decision Processes, that is used to solve the frequency assignment problem in the field of radiobroadcasting. The results that are obtained by this algorithm are compared to the best known results obtained by hybrid genetic algorithm, ant colony paradigms and the best operating solution in the field of radiobroadcasting in France.
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https://hal.inria.fr/inria-00099975
Contributor : Publications Loria <>
Submitted on : Tuesday, September 26, 2006 - 10:13:00 AM
Last modification on : Friday, April 10, 2020 - 4:18:07 PM

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Jean-Yves Greff, Lhassane Idoumghar, René Schott. Application of Markov Decision Processes to the Frequency Assignment Problem. Applied Artificial Intelligence, Taylor & Francis, 2004, 18 (8), pp.761-773. ⟨inria-00099975⟩

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