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Data Envelopment Analysis with R / / Farhad Hosseinzadeh Lotfi [et al.]



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Autore: Lotfi Farhad Hossein Zadeh <1967-> Visualizza persona
Titolo: Data Envelopment Analysis with R / / Farhad Hosseinzadeh Lotfi [et al.] Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Edizione: 1st edition 2020.
Descrizione fisica: 1 online resource (XIV, 236 p.) : 71 illus., 1 illus. in color.)
Disciplina: 338.50151972
519.72
Soggetto topico: Data envelopment analysis
Persona (resp. second.): EbrahimnejadAli
Vaez-GhasemiMohsen
MoghaddasZohreh
Nota di bibliografia: Includes bibliographical references.
Nota di contenuto: Introduction to Data Envelopment Analysis and Fuzzy Sets -- Introductions and Definitions of R -- Basic DEA Models with R Codes -- Advanced DEA Models with R Codes -- Fuzzy Data Envelopment Analysis Models with R Codes.
Sommario/riassunto: This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA and fuzzy DEA models and the corresponding R codes, this practice-oriented reference guide is intended for masters and Ph.D. students in various disciplines, as well as practitioners and researchers.
Titolo autorizzato: Data Envelopment Analysis with R  Visualizza cluster
ISBN: 3-030-24277-3
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910484842703321
Lo trovi qui: Univ. Federico II
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Serie: Studies in Fuzziness and Soft Computing, . 1434-9922 ; ; 386