Language:
English
繁體中文
Help
圖資館首頁
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Decision making and performance eval...
~
Chen, Yao.
Decision making and performance evaluation using data envelopment analysis
Record Type:
Electronic resources : Monograph/item
Title/Author:
Decision making and performance evaluation using data envelopment analysisby Dariush Khezrimotlagh, Yao Chen.
Author:
Khezrimotlagh, Dariush.
other author:
Chen, Yao.
Published:
Cham :Springer International Publishing :2018.
Description:
xxix, 392 p. :ill., digital ;24 cm.
Contained By:
Springer eBooks
Subject:
Decision makingMathematical models.
Online resource:
http://dx.doi.org/10.1007/978-3-319-76345-3
ISBN:
9783319763453$q(electronic bk.)
Decision making and performance evaluation using data envelopment analysis
Khezrimotlagh, Dariush.
Decision making and performance evaluation using data envelopment analysis
[electronic resource] /by Dariush Khezrimotlagh, Yao Chen. - Cham :Springer International Publishing :2018. - xxix, 392 p. :ill., digital ;24 cm. - International series in operations research & management science,v.2690884-8289 ;. - International series in operations research & management science ;v. 140..
Preface -- Chapter 1. The Gemstone Example -- Chapter 2. Possibility and Practicability -- Chapter 3. The Petroleum Example -- Chapter 4. The optimization approach -- Chapter 5. The Airport Example -- Chapter 6. The Delta Neighborhood -- Chapter 7. Data Envelopment Analysis -- Chapter 8. The Ratio of Output to Input Factors -- Chapter 9. Production Planning Problem -- Chapter 10. Context-Dependent DEA -- Chapter 11. Efficiency Change Over Different Time -- Chapter 12. Delta Neighborhood Extension.
This book offers new transparent views and step-by-step methods for performance evaluation of a set of units using Data Envelopment Analysis (DEA) The book has twelve practical chapters. Elementary concepts and definitions are gradually built in Chapters 1-6 based upon four examples of one input and one output factors, two input factors, two output factors, and four input and three output factors. Simultaneously, the mathematical foundations using linear programming are also introduced without any prerequisites. A reader with basic knowledge of mathematics and computers is able to understand the contents of the book. In addition, to prevent pre-judgment about the available concepts and definitions in the DEA literature, some new phrases are introduced and, after elucidating each phrase in detail in Chapters 1-6, they are reintroduced for industry-wide accuracy in Chapter 7. After that, some of the more advanced DEA topics are illustrated in Chapters 8-12, such as: production-planning problems, output-input ratio analysis, efficiency over different time periods, Malmquist efficiency indexes, and a delta neighborhood model. A clear overview of many of the elementary and advanced concepts of DEA is provided, including Technical Efficiency, Relative Efficiency, Cost/Revenue/Profit Efficiency, Price/Overall Efficiency, the DEA axioms, the mathematical background to measure technical efficiency and overall efficiency, the multiplier/envelopment form of basic DEA models in input/output-orientation, the multiplier/envelopment of Additive DEA model, the multiplier/envelopment of slacks-based models, and others. The book also covers a variety of DEA techniques, input-output ratio analysis, the natural relationships between DEA frontier and the ratio of output to input factors, production-planning problems, planning ideas with a centralized decision-making unit, context-dependent DEA, Malmquist efficiency index, efficiency over different time periods, and others. End-of-chapter exercises are provided for each chapter.
ISBN: 9783319763453$q(electronic bk.)
Standard No.: 10.1007/978-3-319-76345-3doiSubjects--Topical Terms:
190791
Decision making
--Mathematical models.
LC Class. No.: HD30.23 / .K44 2018
Dewey Class. No.: 658.40301
Decision making and performance evaluation using data envelopment analysis
LDR
:03658nmm a2200337 a 4500
001
538537
003
DE-He213
005
20181119135003.0
006
m d
007
cr nn 008maaau
008
190122s2018 gw s 0 eng d
020
$a
9783319763453$q(electronic bk.)
020
$a
9783319763446$q(paper)
024
7
$a
10.1007/978-3-319-76345-3
$2
doi
035
$a
978-3-319-76345-3
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
HD30.23
$b
.K44 2018
072
7
$a
KJT
$2
bicssc
072
7
$a
KJMD
$2
bicssc
072
7
$a
BUS049000
$2
bisacsh
082
0 4
$a
658.40301
$2
23
090
$a
HD30.23
$b
.K45 2018
100
1
$a
Khezrimotlagh, Dariush.
$3
815618
245
1 0
$a
Decision making and performance evaluation using data envelopment analysis
$h
[electronic resource] /
$c
by Dariush Khezrimotlagh, Yao Chen.
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2018.
300
$a
xxix, 392 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
International series in operations research & management science,
$x
0884-8289 ;
$v
v.269
505
0
$a
Preface -- Chapter 1. The Gemstone Example -- Chapter 2. Possibility and Practicability -- Chapter 3. The Petroleum Example -- Chapter 4. The optimization approach -- Chapter 5. The Airport Example -- Chapter 6. The Delta Neighborhood -- Chapter 7. Data Envelopment Analysis -- Chapter 8. The Ratio of Output to Input Factors -- Chapter 9. Production Planning Problem -- Chapter 10. Context-Dependent DEA -- Chapter 11. Efficiency Change Over Different Time -- Chapter 12. Delta Neighborhood Extension.
520
$a
This book offers new transparent views and step-by-step methods for performance evaluation of a set of units using Data Envelopment Analysis (DEA) The book has twelve practical chapters. Elementary concepts and definitions are gradually built in Chapters 1-6 based upon four examples of one input and one output factors, two input factors, two output factors, and four input and three output factors. Simultaneously, the mathematical foundations using linear programming are also introduced without any prerequisites. A reader with basic knowledge of mathematics and computers is able to understand the contents of the book. In addition, to prevent pre-judgment about the available concepts and definitions in the DEA literature, some new phrases are introduced and, after elucidating each phrase in detail in Chapters 1-6, they are reintroduced for industry-wide accuracy in Chapter 7. After that, some of the more advanced DEA topics are illustrated in Chapters 8-12, such as: production-planning problems, output-input ratio analysis, efficiency over different time periods, Malmquist efficiency indexes, and a delta neighborhood model. A clear overview of many of the elementary and advanced concepts of DEA is provided, including Technical Efficiency, Relative Efficiency, Cost/Revenue/Profit Efficiency, Price/Overall Efficiency, the DEA axioms, the mathematical background to measure technical efficiency and overall efficiency, the multiplier/envelopment form of basic DEA models in input/output-orientation, the multiplier/envelopment of Additive DEA model, the multiplier/envelopment of slacks-based models, and others. The book also covers a variety of DEA techniques, input-output ratio analysis, the natural relationships between DEA frontier and the ratio of output to input factors, production-planning problems, planning ideas with a centralized decision-making unit, context-dependent DEA, Malmquist efficiency index, efficiency over different time periods, and others. End-of-chapter exercises are provided for each chapter.
650
0
$a
Decision making
$x
Mathematical models.
$3
190791
650
0
$a
Industrial management
$x
Decision making.
$3
236033
650
1 4
$a
Business and Management.
$2
eflch
$3
639169
650
2 4
$a
Operations Research/Decision Theory.
$3
273963
650
2 4
$a
Operations Research, Management Science.
$3
511451
650
2 4
$a
Industrial and Production Engineering.
$3
273753
700
1
$a
Chen, Yao.
$3
814666
710
2
$a
SpringerLink (Online service)
$3
273601
773
0
$t
Springer eBooks
830
0
$a
International series in operations research & management science ;
$v
v. 140.
$3
490892
856
4 0
$u
http://dx.doi.org/10.1007/978-3-319-76345-3
950
$a
Business and Management (Springer-41169)
based on 0 review(s)
ALL
電子館藏
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
000000158004
電子館藏
1圖書
電子書
EB HD30.23 K45 2018
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Multimedia file
http://dx.doi.org/10.1007/978-3-319-76345-3
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login