Data Envelopment Analysis with R
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Beschreibung
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.
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.
Introduces basic R codes to solve optimization problems Describes DEA models in crisp and fuzzy environments Mathematical models are illustrated by several examples
Autor*in
Farhad Hosseinzadeh Lotfi
Themen in »Data Envelopment Analysis with R«
Fuzzy Optimization FDEA Models with R DEA Models with R DEA with Real Data Project Selection with DEA Non Radial Models Measuring Efficiency with DEA DEA with Interval Data Fuzzy Stochastic DEA Engineering Economics