Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)

Making Decision in non-structured problems is not a simple task. For this reason, decision makers use Decision Support Systems (DSS). These kinds of systems implement techniques and algorithms in order to improve the decision process. Analytic Hierarchy Process (AHP) is one of these techniques which...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Wanderer, Leonardo S., Karanik, Marcelo J., Carpintero, Diana
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2013
Materias:
Ciencias Informáticas
decision making
AHP
genetic algorithms
inconsistency
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/76353
http://42jaiio.sadio.org.ar/proceedings/simposios/Trabajos/ASAI/15.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-76353
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
decision making
AHP
genetic algorithms
inconsistency
spellingShingle Ciencias Informáticas
decision making
AHP
genetic algorithms
inconsistency
Wanderer, Leonardo S.
Karanik, Marcelo J.
Carpintero, Diana
Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
topic_facet Ciencias Informáticas
decision making
AHP
genetic algorithms
inconsistency
description Making Decision in non-structured problems is not a simple task. For this reason, decision makers use Decision Support Systems (DSS). These kinds of systems implement techniques and algorithms in order to improve the decision process. Analytic Hierarchy Process (AHP) is one of these techniques which yields a ranking scale of alternatives based on criteria and alternative matrices. These matrices make a pairwise comparison between a set of elements compared and must be complete and consistent in order to be processed with AHP. Incompleteness and inconsistency emerge as a consequence of the large data required to be compared by an expert, which exceeds his or her human abilities. Genetic Algorithms (GA) is a powerful used technique which provides simplicity, broad applicability and flexibility for search problems. In this work a GA model is exposed, being its aims to help the expert to fill the matrix and provide reasonable judgments by suggesting possible values.
format Objeto de conferencia
Objeto de conferencia
author Wanderer, Leonardo S.
Karanik, Marcelo J.
Carpintero, Diana
author_facet Wanderer, Leonardo S.
Karanik, Marcelo J.
Carpintero, Diana
author_sort Wanderer, Leonardo S.
title Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
title_short Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
title_full Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
title_fullStr Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
title_full_unstemmed Genetic Algorithms Applied to Inconsistent Matrices Correction in the Analytic Hierarchy Process (AHP)
title_sort genetic algorithms applied to inconsistent matrices correction in the analytic hierarchy process (ahp)
publishDate 2013
url http://sedici.unlp.edu.ar/handle/10915/76353
http://42jaiio.sadio.org.ar/proceedings/simposios/Trabajos/ASAI/15.pdf
work_keys_str_mv AT wandererleonardos geneticalgorithmsappliedtoinconsistentmatricescorrectionintheanalytichierarchyprocessahp
AT karanikmarceloj geneticalgorithmsappliedtoinconsistentmatricescorrectionintheanalytichierarchyprocessahp
AT carpinterodiana geneticalgorithmsappliedtoinconsistentmatricescorrectionintheanalytichierarchyprocessahp
bdutipo_str Repositorios
_version_ 1764820488114143232

Ejemplares similares