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Sampling and learning the Mallows model under the Ulam distance 

Irurozki, Ekhine; Ceberio Uribe, Josu; Calvo Molinos, Borja; Lozano Alonso, José Antonio (2014-01-22)
[EN]In this paper we deal with probability distributions over permutation spaces. The Probability model in use is the Mallows model. The distance for permutations that the model uses in the Ulam distance.
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Sampling and learning the Mallows and Generalized Mallows models under the Cayley distance 

Irurozki, Ekhine; Calvo Molinos, Borja; Lozano Alonso, José Antonio (2014-01-22)
[EN]The Mallows and Generalized Mallows models are compact yet powerful and natural ways of representing a probability distribution over the space of permutations. In this paper we deal with the problems of sampling and ...
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Sampling and learning the Mallows and Weighted Mallows models under the Hamming distance 

Irurozki, Ekhine; Calvo Molinos, Borja; Lozano Alonso, José Antonio (2014-01-22)
[EN]In this paper we deal with distributions over permutation spaces. The Mallows model is the mode l in use. The associated distance for permutations is the Hamming distance.
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An R package for permutations, Mallows and Generalized Mallows models 

Irurozki, Ekhine; Calvo Molinos, Borja; Lozano Alonso, José Antonio (2014-01-22)
[EN]Probability models on permutations associate a probability value to each of the permutations on n items. This paper considers two popular probability models, the Mallows model and the Generalized Mallows model. We ...
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Extending Distance-based Ranking Models In Estimation of Distribution Algorithms 

Ceberio Uribe, Josu; Irurozki, Ekhine; Mendiburu Alberro, Alexander; Lozano Alonso, José Antonio (2014-05-20)
Recently, probability models on rankings have been proposed in the field of estimation of distribution algorithms in order to solve permutation-based combinatorial optimisation problems. Particularly, distance-based ranking ...

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Author
Irurozki, Ekhine (5)
Lozano Alonso, José Antonio (5)Calvo Molinos, Borja (4)Ceberio Uribe, Josu (2)... View MoreDepartamento (cas.)Ciencia de la computación e inteligencia artificial (5)Departamento (eus.)Konputazio zientziak eta adimen artifiziala (5)Date Issued
2014 (5)
Language(ISO)eng (5)

DSpace software copyright © 2002-2015  DuraSpace
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