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010   $a3-030-24277-3
024 7 $a10.1007/978-3-030-24277-0
035   $a(CKB)4100000008742983
035   $a(DE-He213)978-3-030-24277-0
035   $a(MiAaPQ)EBC5941649
035   $a(PPN)243768796
035   $a(EXLCZ)994100000008742983
100   $a20190723d2020      uy         0
101 0 $aeng
135   $aurnn#|||mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aData Envelopment Analysis with R /$fFarhad Hosseinzadeh Lotfi [et al.]
205   $a1st edition 2020.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020.
215   $a1 online resource (XIV, 236 p.) $c71 illus., 1 illus. in color.)
225 1 $aStudies in Fuzziness and Soft Computing,$x1434-9922 ;$v386
311 1 $a3-030-24276-5 
320   $aIncludes bibliographical references.
327   $aIntroduction 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.
330   $aThis book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA and fuzzy DEA models and the corresponding R codes, this practice-oriented reference guide is intended for masters and Ph.D. students in various disciplines, as well as practitioners and researchers.
410  0$aStudies in Fuzziness and Soft Computing,$x1434-9922 ;$v386
606   $aData envelopment analysis
615  0$aData envelopment analysis.
676   $a338.50151972
676   $a519.72
700   $aLotfi$b Farhad Hossein Zadeh$f1967-$4aut$4http://id.loc.gov/vocabulary/relators/aut$01254007
702   $aEbrahimnejad$b Ali$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aVaez-Ghasemi$b Mohsen$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aMoghaddas$b Zohreh$4aut$4http://id.loc.gov/vocabulary/relators/aut
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910484842703321
996   $aData Envelopment Analysis with R$92907870
997   $aUNINA