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Advances, Systems and Applications

Table 7 Analysis of the results obtained from Fig. 7a-c

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 7a

FNSSA_CRB

8

8.50

9

10

9

8.50

8.80

32.03%

−8.81%

MDA_CRB

12

11

10.50

10.20

8.50

8

7.70

% Improvement in each point

50%

29.42%

16.67%

2%

−5.89%

−6.25%

−14.29%

Figure 7b

FNSSA_CRB

30

28

29

30

30

28

26

12.66%

−7.72%

MDA_CRB

35

33

30

31

28

26

24

% Improvement in each point

16.67%

17.86%

3.45%

3.34%

−7.14%

−7.69%

−8.33%

Figure 7c

FNSSA_CRB

43

40

35

40

35

39

31

17.22%

−2.21%

MDA_CRB

50

45

43

41

36

38

29

% Improvement in each point

16.28%

12.5%

22.86%

2.5%

2.86%

−2.64%

−6.89%