Research Article
Subpixel Mapping Method of Hyperspectral Images Based on Modified Binary Quantum Particle Swarm Optimization
Table 2
BPSO, BQPSO, and MBQPSO algorithm simulation results with five test functions.
| Function | Number | Algorithm | Index parameter | Average optimal value | Variance | Maximum value | Minimum value |
| | 20 | MBQPSO | 78.6 | | 78.6 | 78.6 | BQPSO | 78.3 | 0.47 | 78.6 | 76.8 | BPSO | 74.5 | 3.5 | 78.6 | 66.6 | 40 | MBQPSO | 78.6 | | 78.6 | 78.6 | BQPSO | 78.6 | 0.11 | 78.6 | 78.2 | BPSO | 76.9 | 2.6 | 77.7 | 67 | 80 | MBQPSO | 78.6 | | 78.6 | 78.6 | BQPSO | 78.6 | | | 78.5 | BPSO | 78.4 | 0.4 | 78.6 | 77 |
| | 20 | MBQPSO | 3905.9 | | 3905.9 | 3905.9 | BQPSO | 3885.3 | 37.2 | 3905.9 | 3735.2 | BPSO | 3736.6 | 296.4 | 3900 | 2603.5 | 40 | MBQPSO | 3905.9 | | 3905.9 | 3905.9 | BQPSO | 3902.1 | 11 | 3905.9 | 3860.1 | BPSO | 3871.2 | 58.9 | 3900 | 3639.5 | 80 | MBQPSO | 3905.9 | | 3905.9 | 3905.9 | BQPSO | 3904.8 | 4.56 | 3905.9 | 3885.5 | BPSO | 3893.6 | 20.2 | 3905.9 | 3821.5 |
| | 20 | MBQPSO | 25 | 0 | 25 | 25 | BQPSO | 23.1 | 1.119 | 25 | 21 | BPSO | 19.6 | 1.932 | 22 | 15 | 40 | MBQPSO | 25 | 0 | 25 | 25 | BQPSO | 24 | 0.999 | 25 | 22 | BPSO | 21.5 | 1.317 | 23 | 19 | 80 | MBQPSO | 25 | 0 | 25 | 25 | BQPSO | 24.8 | 0.44 | 25 | 24 | BPSO | 22.3 | 1.129 | 25 | 21 |
| | 20 | MBQPSO | 1251.8 | 0.2 | 1252.3 | 1251.6 | BQPSO | 1046.7 | 36.7 | 1119.3 | 968.9 | BPSO | 734.45 | 43.131 | 818.7 | 661.39 | 40 | MBQPSO | 1251.8 | 0.2 | 1252.3 | 1251.5 | BQPSO | 1114.4 | 32.6 | 1157.5 | 1039.5 | BPSO | 804.1 | 35.847 | 881.3 | 722.36 | 80 | MBQPSO | 1252 | 0.3 | 1252.7 | 1251.7 | BQPSO | 1149.2 | 31 | 1190.9 | 1082.3 | BPSO | 882.8 | 42.979 | 961.7 | 809.75 |
| | 20 | MBQPSO | 499.9 | 0 | 499.9 | 499.9 | BQPSO | 499.9 | | 499.9 | 499.9 | BPSO | 499.9 | | 499.9 | 499.9 | 40 | MBQPSO | 499.9 | 0 | 499.9 | 499.9 | BQPSO | 499.9 | 0 | 499.9 | 499.9 | BPSO | 499.9 | | 499.9 | 499.9 | 80 | MBQPSO | 499.9 | 0 | 499.9 | 499.9 | BQPSO | 499.9 | 0 | 499.9 | 499.9 | BPSO | 499.9 | | 499.9 | 499.9 |
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