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Generalized Weak Transitivity of Preference

Decision making processes are often based on (pairwise) preference relations. An important property of preference relations is transitivity. Many types of transitivity have been proposed in the literature, such as max–min and max–max transitivity, restricted max–min and max–max transitivity, additiv...

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Autor principal: Runkler, Thomas A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274326/
http://dx.doi.org/10.1007/978-3-030-50146-4_10
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author Runkler, Thomas A.
author_facet Runkler, Thomas A.
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description Decision making processes are often based on (pairwise) preference relations. An important property of preference relations is transitivity. Many types of transitivity have been proposed in the literature, such as max–min and max–max transitivity, restricted max–min and max–max transitivity, additive and multiplicative transitivity, or Łukasiewicz transitivity. This paper focuses on weak transitivity. Weak transitivity has been defined for additive preference relations. We extend this definition to multiplicative preference relations and further introduce a generalized version called generalized weak transitivity. We show that for reciprocal additive and multiplicative preference relations weak transitivity is equivalent to generalized weak transitivity, and we also illustrate generalized weak transitivity for preference relations that are neither additive nor multiplicative. Finally, we show how a total order (ranking of the options) can be constructed for any generalized weak transitive preference relation.
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spelling pubmed-72743262020-06-05 Generalized Weak Transitivity of Preference Runkler, Thomas A. Information Processing and Management of Uncertainty in Knowledge-Based Systems Article Decision making processes are often based on (pairwise) preference relations. An important property of preference relations is transitivity. Many types of transitivity have been proposed in the literature, such as max–min and max–max transitivity, restricted max–min and max–max transitivity, additive and multiplicative transitivity, or Łukasiewicz transitivity. This paper focuses on weak transitivity. Weak transitivity has been defined for additive preference relations. We extend this definition to multiplicative preference relations and further introduce a generalized version called generalized weak transitivity. We show that for reciprocal additive and multiplicative preference relations weak transitivity is equivalent to generalized weak transitivity, and we also illustrate generalized weak transitivity for preference relations that are neither additive nor multiplicative. Finally, we show how a total order (ranking of the options) can be constructed for any generalized weak transitive preference relation. 2020-05-18 /pmc/articles/PMC7274326/ http://dx.doi.org/10.1007/978-3-030-50146-4_10 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Runkler, Thomas A.
Generalized Weak Transitivity of Preference
title Generalized Weak Transitivity of Preference
title_full Generalized Weak Transitivity of Preference
title_fullStr Generalized Weak Transitivity of Preference
title_full_unstemmed Generalized Weak Transitivity of Preference
title_short Generalized Weak Transitivity of Preference
title_sort generalized weak transitivity of preference
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274326/
http://dx.doi.org/10.1007/978-3-030-50146-4_10
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