Research Article
A Quantum Particle Swarm Optimization Algorithm with Teamwork Evolutionary Strategy
Table 6
Comparison results of seven algorithms in 30-dimensional test function.
| | Func | QPSO | CSPSO | CLPSO | WQPSO | CQPSO | COQPSO | TEQPSO | | Mean | Mean | Mean | Mean | Mean | Mean | Mean | | (Std) | (Std) | (Std) | (Std) | (Std) | (Std) | (Std) |
| | 6.50e-14 | 5.11e-9 | 4.01e-10 | 4.30e-33 | 7.82e-17 | 1.81e-30 | 0.00e+00 | | (1.38e-14) | (7.07e-9) | (4.28e-10) | (6.72e-33) | (1.04e-17) | (3.44e-30) | (0.00e+00) |
| | 1.57e+02 | 6.78e-01 | 2.78e+00 | 6.4e+01 | 3.56e+01 | 4.11e+02 | 1.02e+01 | | (8.2e+01) | (1.39e-01) | (1.46e+00) | (4.86e+01) | (2.33e+01) | (3.58e+02) | (1.6e+00) |
| | 6.01e-02 | 4.94e-12 | 7.05e-13 | 2.07e-13 | 3.08e-02 | 4.59e-10 | 7.40e-17 | | (9.79e-01) | (7.61-12) | (9.20e-12) | (6.37e-13) | (5.64e-02) | (1.59e-10) | (4.94e-17) |
| | 2.59e-01 | 7.69e+00 | 2.04e+00 | 5.18e-01 | 2.97e-01 | 1.04e-01 | 0.00e+00 | | (1.74e-01) | (4.55e+00) | (1.57e+00) | (4.64e-01) | (2.66e-01) | (9.40e+00) | (0.00e+00) |
| | 2.18e-12 | 4.78e-02 | 6.55e-03 | 1.29e-05 | 2.18e-06 | 2.18e-13 | 0.00e+00 | | (2.15e-12) | (7.61-02) | (3.84-03) | (7.15e-04) | (1.15e-06) | (2.15e-13) | (0.00e+00) |
| | 2.88e+01 | 3.37e+02 | 1.28e+02 | 2.60e+01 | 2.35e+02 | 6.87e+01 | 0.00e+00 | | (1.34e+01) | (1.75e+02) | (1.11e+02) | (6.95e+00) | (3.25e+01) | (7.29e+01) | (0.00e+00) |
| | 3.54e-01 | 6.02e-01 | 3.78e-01 | 8.27e-03 | 2.04e-02 | 1.28e-01 | 4.00e-03 | | (4.20e-01) | (5.55e-01) | (2.02e-01) | (1.55e-03) | (9.47e-01) | (1.89e-01) | (2.31e-03) |
| | 1.07e+01 | 4.11e+02 | 3.56e+02 | 5.24e+01 | 8.87e+01 | 1.88e+01 | 3.77e+00 | | (5.33e+00) | (1.06e+02) | (1.83e+02) | (1.55e+01) | (2.47e+01) | (5.95e+00) | (1.82e+00) |
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