Data Envelopment Analysis with R

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Data Envelopment Analysis with R

Management and management techniques Management decision making Operational research Optimization Engineering: general Artificial intelligence

Authors: Farhad Hosseinzadeh Lotfi, Ali Ebrahimnejad, Mohsen Vaez-Ghasemi, Zohreh Moghaddas

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Collection: Studies in Fuzziness and Soft Computing

Language: English

Published by: Springer

Published on: 23rd July 2019

Format: LCP-protected ePub

Size: 8 Mb

ISBN: 9783030242770


Introduction

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.

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