Research Article
Boosted Sine Cosine Algorithm with Application to Medical Diagnosis
Table 5
Results of mutation mechanism comparison experiment.
| | F1 | F2 | F3 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 1.0121+07 | 4.1281+06 | 7.2870+07 | 6.7257+06 | 9.0781+03 | 1.6748+03 | | ESCA_PSO1 | 1.0956+07 | 6.3712+06 | 7.5147+07 | 7.5579+06 | 9.4351+03 | 2.5065+03 | | ESCA_PSO2 | 8.8248+06 | 4.3297+06 | 7.5579+07 | 6.4189+06 | 8.9495+03 | 2.0387+03 | | ESCA_PSO3 | 8.9362+06 | 3.2913+06 | 7.6554+07 | 5.5330+06 | 8.2034+03 | 2.8244+03 |
| | F4 | F5 | F6 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 4.7228+02 | 4.7567+01 | 5.2095+02 | 7.3218-02 | 6.2832+02 | 3.6455+00 | | ESCA_PSO1 | 4.8246+02 | 4.3094+01 | 5.2093+02 | 5.9358-02 | 6.2994+02 | 3.6753+00 | | ESCA_PSO2 | 4.8304+02 | 3.1844+01 | 5.2095+02 | 4.0250-02 | 6.2907+02 | 2.8954+00 | | ESCA_PSO3 | 4.6323+02 | 3.5952+01 | 5.2094+02 | 6.0599-02 | 6.2602+02 | 3.6698+00 |
| | F7 | F8 | F9 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 7.0165+02 | 6.6719-02 | 9.7250+02 | 1.7061+01 | 1.1273+03 | 2.1663+01 | | ESCA_PSO1 | 7.0165+02 | 5.8391-02 | 9.7622+02 | 2.0619+01 | 1.1213+03 | 2.3921+01 | | ESCA_PSO2 | 7.0164+02 | 4.8112-02 | 9.7878+02 | 1.5477+01 | 1.1222+03 | 2.4011+01 | | ESCA_PSO3 | 7.0163+02 | 6.2317-02 | 9.5729+02 | 1.6848+01 | 1.1358+03 | 3.5018+01 |
| | F10 | F11 | F12 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 4.9137+03 | 7.2648+02 | 5.6985+03 | 5.0594+02 | 1.2023+03 | 3.2946-01 | | ESCA_PSO1 | 4.9133+03 | 6.5258+02 | 5.6409+03 | 7.1573+02 | 1.2023+03 | 2.7883-01 | | ESCA_PSO2 | 4.9278+03 | 6.4952+02 | 5.6196+03 | 5.2887+02 | 1.2023+03 | 2.8632-01 | | ESCA_PSO3 | 3.9106+03 | 7.0806+02 | 5.7900+03 | 6.4145+02 | 1.2025+03 | 1.9371-01 |
| | F13 | F14 | F15 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 1.3005+03 | 8.0129-02 | 1.4003+03 | 5.5878-02 | 1.5178+03 | 1.8461+00 | | ESCA_PSO1 | 1.3004+03 | 6.5982-02 | 1.4002+03 | 3.9799-02 | 1.5176+03 | 1.4145+00 | | ESCA_PSO2 | 1.3005+03 | 1.3432-01 | 1.4003+03 | 5.0665-02 | 1.5173+03 | 1.5482+00 | | ESCA_PSO3 | 1.3004+03 | 9.2885-02 | 1.4003+03 | 1.0046-01 | 1.5168+03 | 1.2616+00 |
| | F16 | F17 | F18 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 1.6119+03 | 3.7281-01 | 3.5341+05 | 1.5577+05 | 1.9265+06 | 5.4288+05 | | ESCA_PSO1 | 1.6121+03 | 2.7974-01 | 4.7094+05 | 5.3309+05 | 1.9803+06 | 5.1404+05 | | ESCA_PSO2 | 1.6120+03 | 3.9442-01 | 4.2443+05 | 3.0521+05 | 2.1497+06 | 4.0650+05 | | ESCA_PSO3 | 1.6117+03 | 3.5803-01 | 4.4610+05 | 3.0212+05 | 1.7955+06 | 4.8630+05 |
| | F19 | F20 | F21 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 1.9176+03 | 2.6584+00 | 4.6963+03 | 2.1120+03 | 1.5933+05 | 1.2738+05 | | ESCA_PSO1 | 1.9195+03 | 1.1064+01 | 4.8166+03 | 2.4521+03 | 1.6422+05 | 1.1183+05 | | ESCA_PSO2 | 1.9182+03 | 2.6893+00 | 4.2130+03 | 1.8120+03 | 1.7741+05 | 1.5670+05 | | ESCA_PSO3 | 1.9210+03 | 1.6909+01 | 2.5728+03 | 3.9978+02 | 1.2953+05 | 9.6487+04 |
| | F22 | F23 | F24 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 3.0075+03 | 2.5470+02 | 2.5000+03 | 0.0000+00 | 2.6000+03 | 0.0000+00 | | ESCA_PSO1 | 3.0277+03 | 1.8557+02 | 2.5000+03 | 0.0000+00 | 2.6000+03 | 0.0000+00 | | ESCA_PSO2 | 2.9865+03 | 2.5463+02 | 2.5000+03 | 0.0000+00 | 2.6000+03 | 0.0000+00 | | ESCA_PSO3 | 2.8237+03 | 2.0355+02 | 2.5942+03 | 4.7914+01 | 2.6000+03 | 3.1173-04 |
| | F25 | F26 | F27 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 2.7000+03 | 0.0000+00 | 2.7004+03 | 7.7168-02 | 2.9000+03 | 0.0000+00 | | ESCA_PSO1 | 2.7000+03 | 0.0000+00 | 2.7004+03 | 9.2230-02 | 2.9000+03 | 0.0000+00 | | ESCA_PSO2 | 2.7000+03 | 0.0000+00 | 2.7137+03 | 3.4412+01 | 2.9000+03 | 0.0000+00 | | ESCA_PSO3 | 2.7000+03 | 0.0000+00 | 2.7004+03 | 7.1707-02 | 3.4906+03 | 3.4856+02 |
| | F28 | F29 | F30 | | Avg | Stdv | Avg | Stdv | Avg | Stdv |
| | ESCA_PSO | 3.0000+03 | 0.0000+00 | 3.1619+03 | 5.6888+01 | 3.7103+03 | 6.0049+02 | | ESCA_PSO1 | 3.0000+03 | 0.0000+00 | 3.4574+03 | 4.0471+02 | 5.0126+03 | 1.8702+03 | | ESCA_PSO2 | 3.0000+03 | 0.0000+00 | 7.4310+04 | 2.6321+05 | 1.1615+04 | 8.8958+03 | | ESCA_PSO3 | 3.9181+03 | 8.8744+02 | 3.1047+03 | 4.4337+00 | 3.2472+03 | 4.9782+01 |
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