Research Article
Quantum-Inspired Evolutionary Algorithm for Continuous Space Optimization Based on Multiple Chains Encoding Method of Quantum Bits
Table 2
Comparison of the optimization results on function extremum (10 optimizations).
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Algorithm | Goldstein-Price function | Shubert function | | Optimal result | Worst result | Average result | Convergence times | Average times (s) | Optimal result | Worst result | Average result | Convergence result | Average times (s) |
| | CQIEA | 3.1312 | 3.2852 | 3.2142 | 0 | 5.0205 | 9.9828 | 9.8937 | 9.9270 | 0 | 4.8763 | | DCQIEA | 3.0047 | 3.1360 | 3.0418 | 4 | 1.3126 | 9.9980 | 9.9378 | 9.9739 | 1 | 0.7487 | | TCQIEA | 3.0070 | 3.0152 | 3.0070 | 10 | 2.2693 | 9.9997 | 9.9643 | 9.9916 | 6 | 1.0335 | | FCQIEA | 3.0000 | 3.0059 | 3.0016 | 10 | 2.24042 | 10 | 10 | 10 | 10 | 1.1191 |
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