Research Article

Improved Clonal Selection Algorithm Based on Biological Forgetting Mechanism

Table 4

Results of GA, CSA, and FCSA when D = 2.

ALGsGACSAFCSA
MeanStdMeanStdMeanStd

−5.0923e − 0015.1699e − 001−4.1302e − 0013.4025e − 0011.9901e − 0012.0546e − 001
−7.3939e + 0004.7669e + 000−1.2512e + 0006.3021e − 0019.7695e − 0015.3091e − 001
2.0601e + 0005.0685e − 0032.06255e + 006.1577e − 0052.06258e + 002.9248e − 005
9.2563e − 0014.3546e − 0029.6047e − 0012.3679e − 0029.7154e − 0012.0048e − 002
9.3533e + 0021.4155e − 0029.5836e + 0021.7805e + 0009.5926e + 0026.3550e − 001
1.6845e − 0022.7008e − 002−2.5327e − 0021.5556e − 002−2.3604e − 0021.3131e − 002
1.8907e + 0013.8513–0011.9203e + 0016.1897e − 0031.9206e + 0013.1154e − 003
−9.7077e − 0032.2512e − 002−7.2359e − 0047.3241e − 0043.3312e − 0043.5434e − 004
−1.4031e + 0009.6354e − 001−1.5528e − 0011.5445e − 0017.9310e − 0027.6989e − 002
2.0083e − 0046.4135e − 004−2.7670e − 0033.2928e − 003−1.1855e − 0031.6805e − 003
−5.00096e − 013.4944e − 0065.00094e − 011.7190e − 0065.00094e − 011.5678e − 006
2.5903e − 0034.8844e − 003−4.4234e − 0024.5491e − 002−3.0112e − 0023.1088e − 002
1.6615e + 0022.3853e + 0011.8632e + 0023.9038e − 0011.8649e + 0022.9016e − 001