Data Envelopment Analysis with R / Farhad Hosseinzadeh Lotfi, Ali Ebrahimnejad, Mohsen Vaez-Ghasemi, Zohreh Moghaddas.
2020
HA31.38 .H67 2020
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Title
Data Envelopment Analysis with R / Farhad Hosseinzadeh Lotfi, Ali Ebrahimnejad, Mohsen Vaez-Ghasemi, Zohreh Moghaddas.
ISBN
9783030242770 (electronic book)
3030242773 (electronic book)
3030242773 (electronic book)
Published
Cham, Switzerland : Springe, [2020]
Language
English
Description
1 online resource (xiv, 236 pages) : illustrations.
Item Number
10.1007/978-3-030-24277-0 doi
10.1007/978-3-030-24
10.1007/978-3-030-24
Call Number
HA31.38 .H67 2020
Dewey Decimal Classification
519.72
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Description based on online resource; title from digital title page (viewed on September 18, 2019).
Series
Studies in fuzziness and soft computing ; v. 386.
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Table of Contents
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.
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.