Advances, Systems and Applications
Table 6 Analysis of the results obtained from Fig. 6a-h
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 6a | FNSSA_CRB | 0.10 | 0.20 | 0.30 | 0.28 | 0.53 | 0.58 | 0.60 | 43.2% | 12.14% |
MDA_CRB | 0.07 | 0.12 | 0.25 | 0.27 | 0.45 | 0.53 | 0.55 | |||
% Improvement in each point | 42.9% | 66.7% | 20% | 3.8% | 17.8% | 9.5% | 9.1% | |||
Figure 6b | FNSSA_CRB | 0.09 | 0.19 | 0.29 | 0.26 | 0.52 | 0.57 | 0.59 | 34.37% | 10.17% |
MDA_CRB | 0.07 | 0.12 | 0.25 | 0.25 | 0.45 | 0.53 | 0.55 | |||
Improvement in each point | 28.6% | 58.5% | 16% | 4% | 15.6% | 7.6% | 7.3% | |||
Figure 6c | FNSSA_CRB | 0.10 | 0.20 | 0.26 | 0.28 | 0.51 | 0.58 | 0.6 | 42.60% | 11.54% |
MDA_CRB | 0.06 | 0.12 | 0.22 | 0.27 | 0.44 | 0.53 | 0.55 | |||
% Improvement in each point | 42.9% | 66.7% | 18.2% | 3.8% | 16% | 9.5% | 9.1% | |||
Figure 6d | FNSSA_CRB | 0.20 | 0.25 | 0.30 | 0.50 | 0.70 | 0.85 | 1.00 | 114.47% | 18.27% |
MDA_CRB | 0.07 | 0.12 | 0.20 | 0.40 | 0.52 | 0.78 | 0.90 | |||
% Improvement in each point | 185% | 108.4% | 50% | 25% | 34.7% | 9% | 11.12% | |||
Figure 6e | FNSSA_CRB | 0.21 | 0.26 | 0.30 | 0.52 | 0.74 | 0.85 | 1.00 | 114.67% | 15.10% |
MDA_CRB | 0.09 | 0.10 | 0.20 | 0.50 | 0.58 | 0.78 | 0.92 | |||
% Improvement in each point | 134% | 160% | 50% | 4% | 27.6% | 9% | 8.7% | |||
Figure 6f | FNSSA_CRB | 0.40 | 0.50 | 0.63 | 0.68 | 0.90 | 0.95 | 1.00 | 56.95% | 16.36% |
MDA_CRB | 0.17 | 0.40 | 0.57 | 0.66 | 0.74 | 0.80 | 0.92 | |||
% Improvement in each point | 135.3% | 25% | 10.53% | 3.04% | 21.63% | 18.75% | 8.7% | |||
Figure 6g | FNSSA_CRB | 0.40 | 0.50 | 0.63 | 0.62 | 0.89 | 0.93 | 1 | 43.19% | 16.19% |
MDA_CRB | 0.20 | 0.42 | 0.57 | 0.60 | 0.72 | 0.80 | 0.92 | |||
% Improvement in each point | 100% | 19.05% | 10.53% | 3.34% | 23.62% | 16.25% | 8.7% | |||
Figure 6h | FNSSA_CRB | 0.40 | 0.50 | 0.63 | 0.62 | 0.88 | 0.93 | 1 | 56.94% | 17.12% |
MDA_CRB | 0.17 | 0.40 | 0.57 | 0.61 | 0.72 | 0.78 | 0.91 | |||
% Improvement in each point | 135.3% | 25% | 10.53% | 1.64% | 22.23% | 19.23% | 9.9% | |||