Research Article
A Quantum Particle Swarm Optimization Algorithm with Teamwork Evolutionary Strategy
Table 5
Comparison results of seven algorithms in 10-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) |
| | 3.11e-41 | 1.52e-23 | 6.55e-31 | 9.11e-56 | 6.04e-48 | 3.17e-52 | 0.00e+00 | | (2.84e-29) | (7.29e-22) | (3.89e-31) | (5.36e-57) | (6.22e-49) | (3.00e-52) | (0.00e+00) |
| | 5.18e+01 | 3.22e+01 | 6.18e+00 | 7.01e+01 | 3.56e+01 | 1.08e+02 | 7.25e+01 | | (4.70e-01) | (1.79e+01) | (2.89e+00) | (4.28e-01) | (2.33e+01) | (6.44e+01) | (4.34e-01) |
| | 4.00e-03 | 3.74e-13 | 6.82e-15 | 5.70e-19 | 8.03e-02 | 6.22e-23 | 0.00e+00 | | (1.72e-03) | (2.00e-12) | (3.17e-15) | (3.78e-19) | (5.34e-02) | (3.25e-24) | (0.00e+00) |
| | 2.02e-02 | 8.69e+01 | 6.04e+00 | 7.33e-2 | 4.17e+00 | 1.84e-01 | 0.00e+00 | | (2.15e-02) | (9.55e+00) | (6.77e+00) | (6.84e-01) | (2.86e+00) | (2.00e-01) | (0.00e+00) |
| | 0.00e+00 | 2.08e-03 | 3.41e-03 | 0.00e+00 | 0.00e+00 | 0.00e+00 | 0.00e+00 | | (0.00e+00) | (2.33-03) | (3.27e-03) | (0.00e+00) | (0.00e+00) | (0.00e+00) | (0.00e+00) |
| | 4.80e+00 | 5.87e+05 | 5.01e+04 | 4.05e+00 | 5.02e+01 | 4.35e+01 | 3.85e+00 | | (1.32e+00) | (1.77e+05) | (1.63e+04) | (9.40e+00) | (1.59e+01) | (1.01e+01) | (1.25e-03) |
| | 7.08e+00 | 5.92e-02 | 6.41e-05 | 1.07e+00 | 5.74e-01 | 3.18e+00 | 7.02e+01 | | (1.08e-01) | (7.37e-01) | (3.58e-05) | (3.45e-01) | (8.43e+00) | (8.50e-00) | (3.39e+00) |
| | 8.24e+01 | 9.58e+01 | 5.88e+01 | 2.01e+00 | 9.97e+00 | 1.31e+01 | 1.88e+00 | | (4.03e+01) | (2.68e+01) | (2.95e+01) | (1.55e+00) | (2.47e+01) | (3.58e+00) | (1.05e+00) |
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