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Advances, Systems and Applications

Table 5 Analysis of the results obtained from Fig. 5a-f

From: A real-world inspired multi-strategy based negotiating system for cloud service market

Results of figure

Agent type

CRBA_CRPA ratio

% Average improvement in CRPA-favorable market type

% Average improvement in CRBA-favorable market type

% Improvement

10:1

5:1

3:1

1:1

1:3

1:5

1:10

Figure 5a

FNSSA_CRB

0.32

0.36

0.49

0.75

0.87

0.90

0.94

−4.56%

7.27%

MDA_CRB

0.34

0.38

0.50

0.74

0.80

0.83

0.90

% Improvement in each point

−6.2%

− 5.5%

− 2%

1.5%

8.8%

8.5%

4.5%

Figure 5b

FNSSA_CRB

0.30

0.33

0.50

0.75

0.85

0.90

0.96

−3%

8.1%

MDA_CRB

0.31

0.34

0.50

0.72

0.78

0.82

0.91

% Improvement in each point

−3%

− 3%

ε

4.2%

9%

9.8%

5.5%

Figure 5c

FNSSA_CRB

0.35

0.37

0.46

0.76

0.85

0.90

0.94

−5.13%

7.73%

MDA_CRB

0.37

0.39

0.48

0.76

0.79

0.81

0.90

% Improvement in each point

−5.7%

− 5.4%

−4.3%

ε

7.6%

11.12%

4.45%

Figure 5d

FNSSA_CRB

0.36

0.38

0.45

0.78

0.85

0.90

0.94

−4.15%

8.27%

MDA_CRB

0.37

0.40

0.47

0.74

0.78

0.80

0.91

% Improvement in each point

−2.8%

−5.2%

−4.45%

5.40%

9%

12.5%

3.3%

Figure 5e

FNSSA_CRB

0.36

0.39

0.48

0.78

0.85

0.88

0.94

−3.34%

8.39%

MDA_CRB

0.38

0.40

0.49

0.76

0.76

0.80

0.91

% Improvement in each point

−5.5%

−2.6%

−2%

2.64%

11.85%

10%

3.3%

Figure 5f

FNSSA_CRB

0.46

0.55

0.60

0.78

0.85

0.91

0.95

5.64%

8.05%

MDA_CRB

0.47

0.50

0.55

0.74

0.79

0.82

0.90

% Improvement in each point

−2.17%

10%

9.09%

5.40%

7.60%

10.98%

5.56%