Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix

The Analytic Hierarchy Process (AHP) is one of the most used techniques for decision making. The complex properties of its structure allow considering the subjectivity in the judgment of the experts but also arising a considerable degree of inconsistency when the pairwise judgments of the alternativ...

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Detalles Bibliográficos
Autores principales: Favret, Fabián, Labat, Marianela Daiana, Rodriguez, Federico Matias
Formato: Objeto de conferencia
Lenguaje:Español
Publicado: 2014
Materias:
Ciencias Informáticas
AHP
multicriteria decision marking system
SVM
BPN
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/42404
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-42404
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Español
topic Ciencias Informáticas
AHP
multicriteria decision marking system
SVM
BPN
spellingShingle Ciencias Informáticas
AHP
multicriteria decision marking system
SVM
BPN
Favret, Fabián
Labat, Marianela Daiana
Rodriguez, Federico Matias
Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix
topic_facet Ciencias Informáticas
AHP
multicriteria decision marking system
SVM
BPN
description The Analytic Hierarchy Process (AHP) is one of the most used techniques for decision making. The complex properties of its structure allow considering the subjectivity in the judgment of the experts but also arising a considerable degree of inconsistency when the pairwise judgments of the alternatives are computed. This research paper makes a comparison between two artificial intelligence methods for diminishing the inconsistency in the AHP pairwise comparison matrixes, the Backpropagation Neural Network (BPN) and Support Vector Machines (SVM).
format Objeto de conferencia
Objeto de conferencia
author Favret, Fabián
Labat, Marianela Daiana
Rodriguez, Federico Matias
author_facet Favret, Fabián
Labat, Marianela Daiana
Rodriguez, Federico Matias
author_sort Favret, Fabián
title Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix
title_short Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix
title_full Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix
title_fullStr Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix
title_full_unstemmed Comparative Analysis of AI Techniques to Correct the Inconsistency in the Analytic Hierarchy Process Matrix
title_sort comparative analysis of ai techniques to correct the inconsistency in the analytic hierarchy process matrix
publishDate 2014
url http://sedici.unlp.edu.ar/handle/10915/42404
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AT rodriguezfedericomatias comparativeanalysisofaitechniquestocorrecttheinconsistencyintheanalytichierarchyprocessmatrix
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