• Description

如何經營用最小的投入獲得最大之產量


近年來已經有很多使用資料包絡分析(Data Envelopment Analysis, DEA)來評估許多不同種類實體效益的多種應用,在很多不同背景的國家中從事不同的活動。


一個原因是,因為經常有未知的複雜因素,很多動作牽扯到多次輸入和輸出之間的關係,DEA已經提供對解決這些情況的可能性。


包括:在不同的地理位置美國空軍基地的維護活動或在英國和威爾斯警察的火力分配,賽普勒斯和加拿大銀行各分部的收益,美國、英國和法國的大學展現他們的教育和研究過程中的效率,這些種類的應用可以評價城市、地區和國家的效益,藉著各式各樣的輸入和輸出:包括"社會上""安全網"的支出當作輸入資料,和各種"生活品質"的尺寸當做輸出的資料。


軟體特點


找出效率最佳的個體,做為典範
找出效率低於標準的個體,做為開刀的對象
設定可行的目標,激勵組織的成員達成
找出最大的潛在效率因子
更有效的分配資源
將這些訊息明白的顯示透露出來
協助策略的發展


DEA-Solver Pro 包含46群組,可先分為四大類別

Category

Cluster or Model

Radial

CCR, BCC, IRS, DRS, AR, ARG, NCN, NDSC, BND, CAT, SYS, Bilateral, Scale Elasticity, Congestion, Window, Malmquist-Radial, FDH, NonConvex-Radial, Resampling -SuperRadial

Non-Radial and Oriented

SBM-Oriented, Super-efficiency-Oriented, Malmquist, NetworkSBM(Oriented), DynamicSBM(Oriented), DynamicNetworkSBM(Oriented), NonConvex-SBM-I(O), Resampling-(Super)SBM(Oriented)

Non-Radial and Non-Oriented

Cost, New-Cost, Revenue, New-Revenue, Profit, New-Profit, Ratio, SBM-NonOriented, Super-SBM-NonOriented, Malmquist-C (V, GRS), Undesirable Outputs, Weighted SBM , NetworkSBM(NonOriented), DynamicSBM(NonOriented), Bilateral, DynamicNetworkSBM(NonOriented)

NonConvex-SBM-NonOriented, Resampling-(Super)SBM(Oriented)

Radial and Non-Radial

Hybrid, EBM


46組中,分別包含以下模組

No.

Cluster

Model

1

CCR

CCR-I, CCRO

2

BCC

BCC-I, BCC-O

3

IRS

IRS-I, IRS-O

4

DRS

DRS-I, DRS-O

5

GRS

GRS-I, GRS-O

6

AR (assurance region)

AR-I-C, AR-I-V, AR-I-GRS, AR-O-C, AR-O-V, AR-O-GRS

7

ARG (assurance region global)

ARG-I-C, ARG-I-V, ARG-I-GRS, ARG-O-C, ARG-O-V, ARG-O-GRS

8

NCN (non-controllable)

NCN-I-C, NCN-I-V, NCN-O-C, NCN-O-V

9

NDSC (non-discretionary)

NDSC-I-C, NDSC-I-V, NDSC-I-GRS, NDSC-O-C, NDSC-O-V, NDSC-O-GRS

10

BND (bounded variable)

BND-I-C, BND-I-V, BND-I-GRS, BND-O-C, BND-O-V, BND-O-GRS

11

CAT (categorical variable)

CAT-I-C, CAT-I-V, CAT-O-C, CAT-O-V

12

SYS (different systems)

SYS-I-C, SYS-I-V, SYS-O-C, SYS-O-V

13

SBM-Oriented (Slacks-based Measure)

SBM-I-C, SBM-I-V, SBM-I-GRS, SBM-O-C, SBM-O-V, SBM-O-GRS, SBM-AR-I-C, SBM-AR-I-V, SBM-AR-O-C, SBM-AR-O-V

14

SBM-Non Oriented

SBM-C, SBM-V, SBM-GRS, SBM-AR-C, SBM-AR-V

15

Weighted SBM

WeightedSBM-C, WeightedSBM-V, WeightedSBM-I-C,

WeightedSBM-I-V, WeightedSBM-O-C, WeightedSBM-O-V

16

Super-SBM-Oriented

Super-SBM-I-C, Super-SBM-I-V, Super-SBM-I-GRS, Super-SBM-O-C, Super-SBM-O-V, Super-SBM-O-GRS

17

Super-SBM-NonOriented

Super-SBM-C, Super-SBM-V, Super-SBM-GRS

18

Super-Radial

Super-CCR-I, Super-CCR-O, Super-BCC-I, Super-BCC-O

19

Cost

Cost-C, Cost-V, Cost-GRS

20

New-Cost

New-Cost-C, New-Cost-V, New-Cost-GRS

21

Revenue

Revenue-C, Revenue-V, Revenue-GRS

22

New-Revenue

New-Revenue-C, New-Revenue-V, New-Revenue-GRS

23

Profit

Profit-C, Profit-V, Profit-GRS

24

New-Profit

New-Profit-C, New-Profit-V, New-Profit-GRS

25

Ratio (Revenue/Cost)

Ratio-C, Ratio-V

26

Bilateral

Bilateral-CCR-I, Bilateral-BCC-I, Bilateral-SBM-C, Bilateral-SBM-V

27

Window

Window-I-C, Window-I-V, Window-I-GRS, Window-O-C, Window-O-V, Window-O-GRS

28

FDH

FDH

29

Malmquist-NonRadial

Malmquist-I-C, Malmquist-I-V, Malmquist-I-GRS, Malmquist-O-C, Malmquist-O-V, Malmquist-O-GRS,

Malmquist-C, Malmquist-V, Malmquist-GRS

30

Malmquist-Radial

Malmquist-Radial-I-C, Malmquist-Radial-I-V, Malmquist-Radial-I-GRS, Malmquist-Radial-O-C, Malmquist-Radial-O-V, Malmquist-Radial-O-GRS

31

Scale Elasticity

Elasticity-I, Elasticity-O

32

Congestion

Congestion

33

Undesirable outputs

BadOutput-C, BadOutput-V, BadOutput-GRS, NonSeparable-C, NonSeparable-V, NonSeparable-GRS

34

Hybrid

Hybrid-C, Hybrid-V, Hybrid-I-C, Hybrid-I-V, Hybrid-O-C, Hybrid-O-V

35

Network DEA Oriented

NetworkSBM-I(O)-C(V)

36

Network DEA Non-Oriented

NetwrokSBM-C(V)

37

Dynamic DEA Oriented

DynamicSBM-I(O)-C(V)

38

Dynamic DEA Non-oriented

DynamicSBM-C(V)

39

EBM Oriented

EBM-I(O)-C(V)

40

EBM Non-Oriented

EBM-C(V)

41

DynamicNetworkSBM Oriented

DNSBM-I-C(V), DNSBM-O-C(V)

42

DynamicNetworkSBM NonOriented

DNSBM-C(V)

43

NonConvex-SBM

NonConvex-SBM-I(O),-NonOriented

44

NonConvex-Radial

NonConvex-Radial-I(O)

45

Rsampling-(Super)SBM