Advances, Systems and Applications
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% |