An alternative dea model for cross-efficiency evaluation with flexible measures

Data Envelopment Analysis (DEA) has been proven as a popular and practical data-oriented methodology for evaluating the relative efficiency of Decision-Making Units (DMUs) which utilize multiple inputs in order to produce multiple outputs. In the present work, we develop an alternative model to simu...

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Autores:
Amézquita Rengifo, Santiago José
Tipo de recurso:
Fecha de publicación:
2018
Institución:
Universidad de los Andes
Repositorio:
Séneca: repositorio Uniandes
Idioma:
eng
OAI Identifier:
oai:repositorio.uniandes.edu.co:1992/34696
Acceso en línea:
http://hdl.handle.net/1992/34696
Palabra clave:
Análisis de envolvimiento de datos
Toma de decisiones
Ingeniería
Rights
openAccess
License
https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf
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spelling Al consultar y hacer uso de este recurso, está aceptando las condiciones de uso establecidas por los autores.https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Abolghasem Ghazvini, Sepideh1a73357e-0f9e-4267-ad22-ab14344c2607400Toloo, Mehdib7c8758a-354f-4761-b14d-84a2de767c67500Amézquita Rengifo, Santiago Joséf0ae9883-61c5-4ddc-9d92-b5ddfc0089c6500Cabrales Arévalo, Sergio Andrés2020-06-10T09:17:19Z2020-06-10T09:17:19Z2018http://hdl.handle.net/1992/34696u808318.pdfinstname:Universidad de los Andesreponame:Repositorio Institucional Sénecarepourl:https://repositorio.uniandes.edu.co/Data Envelopment Analysis (DEA) has been proven as a popular and practical data-oriented methodology for evaluating the relative efficiency of Decision-Making Units (DMUs) which utilize multiple inputs in order to produce multiple outputs. In the present work, we develop an alternative model to simultaneously address the two concepts relevant to the previously neglected aspects of DEA: cross-efficiency and flexible measure. To do this, considering the conventional DEA model, we try to classify the flexible measures with the aim of achieving the maximum possible cross-efficiency score of all DMUs, without restricting it to the maximization of the simple efficiency of individual DMU. Additionally, we build the formulation for the implementation of above approach and provide a numerical example to validate the approach.El análisis envolvente de datos (DEA) ha sido utilizado como una practica y popular metodología orientada a los datos para evaluar la eficiencia relativa de unidades de decisión (DMUs), que utilizan múltiples entradas para producir múltiples salidas. En el presente trabajo, se desarrolla un modelo alternativo para tener en cuenta dos conceptos relevantes a DEA: eficiencias cruzadas y medidas flexibles. Para hacer esto, considerando el modelo clásico de DEA, se trata de clasificar las medidas flexibles con el objetivo de alcanzar la máxima eficiencia cruzada posible para todas las unidades de decisión. Adicionalmente, se construye una formulación para implementar lo anteriormente expuesto.Magíster en Ingeniería IndustrialMaestría41 hojasapplication/pdfengUniandesMaestría en Ingeniería IndustrialFacultad de IngenieríaDepartamento de Ingeniería Industrialinstname:Universidad de los Andesreponame:Repositorio Institucional SénecaAn alternative dea model for cross-efficiency evaluation with flexible measuresTrabajo de grado - Maestríainfo:eu-repo/semantics/masterThesishttp://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/TMAnálisis de envolvimiento de datosToma de decisionesIngenieríaPublicationORIGINALu808318.pdfapplication/pdf1187752https://repositorio.uniandes.edu.co/bitstreams/4bc2c79e-4054-4dd3-9d2a-7c4844aef301/download4c0e826328d4185547458ad574ea7098MD51TEXTu808318.pdf.txtu808318.pdf.txtExtracted texttext/plain64216https://repositorio.uniandes.edu.co/bitstreams/5f133653-aafe-4dc6-8b9e-933e465462f2/download1e3e960d5129b9bc354afaa4c433edebMD54THUMBNAILu808318.pdf.jpgu808318.pdf.jpgIM Thumbnailimage/jpeg23559https://repositorio.uniandes.edu.co/bitstreams/4720dc38-aaf0-4538-85c0-b2ba9a5f3e7e/downloade22cc01e7fde79c7a942d4c783a11734MD551992/34696oai:repositorio.uniandes.edu.co:1992/346962023-10-10 18:14:51.298https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdfopen.accesshttps://repositorio.uniandes.edu.coRepositorio institucional Sénecaadminrepositorio@uniandes.edu.co
dc.title.es_CO.fl_str_mv An alternative dea model for cross-efficiency evaluation with flexible measures
title An alternative dea model for cross-efficiency evaluation with flexible measures
spellingShingle An alternative dea model for cross-efficiency evaluation with flexible measures
Análisis de envolvimiento de datos
Toma de decisiones
Ingeniería
title_short An alternative dea model for cross-efficiency evaluation with flexible measures
title_full An alternative dea model for cross-efficiency evaluation with flexible measures
title_fullStr An alternative dea model for cross-efficiency evaluation with flexible measures
title_full_unstemmed An alternative dea model for cross-efficiency evaluation with flexible measures
title_sort An alternative dea model for cross-efficiency evaluation with flexible measures
dc.creator.fl_str_mv Amézquita Rengifo, Santiago José
dc.contributor.advisor.none.fl_str_mv Abolghasem Ghazvini, Sepideh
Toloo, Mehdi
dc.contributor.author.none.fl_str_mv Amézquita Rengifo, Santiago José
dc.contributor.jury.none.fl_str_mv Cabrales Arévalo, Sergio Andrés
dc.subject.keyword.es_CO.fl_str_mv Análisis de envolvimiento de datos
Toma de decisiones
topic Análisis de envolvimiento de datos
Toma de decisiones
Ingeniería
dc.subject.themes.none.fl_str_mv Ingeniería
description Data Envelopment Analysis (DEA) has been proven as a popular and practical data-oriented methodology for evaluating the relative efficiency of Decision-Making Units (DMUs) which utilize multiple inputs in order to produce multiple outputs. In the present work, we develop an alternative model to simultaneously address the two concepts relevant to the previously neglected aspects of DEA: cross-efficiency and flexible measure. To do this, considering the conventional DEA model, we try to classify the flexible measures with the aim of achieving the maximum possible cross-efficiency score of all DMUs, without restricting it to the maximization of the simple efficiency of individual DMU. Additionally, we build the formulation for the implementation of above approach and provide a numerical example to validate the approach.
publishDate 2018
dc.date.issued.none.fl_str_mv 2018
dc.date.accessioned.none.fl_str_mv 2020-06-10T09:17:19Z
dc.date.available.none.fl_str_mv 2020-06-10T09:17:19Z
dc.type.spa.fl_str_mv Trabajo de grado - Maestría
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identifier_str_mv u808318.pdf
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dc.language.iso.es_CO.fl_str_mv eng
language eng
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dc.format.extent.es_CO.fl_str_mv 41 hojas
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dc.publisher.es_CO.fl_str_mv Uniandes
dc.publisher.program.es_CO.fl_str_mv Maestría en Ingeniería Industrial
dc.publisher.faculty.es_CO.fl_str_mv Facultad de Ingeniería
dc.publisher.department.es_CO.fl_str_mv Departamento de Ingeniería Industrial
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