Research Article
Mutation-Based Harmony Search Algorithm for Hybrid Testing of Web Service Composition
Table 8
Iteration, mean fitness, and average time of the four algorithms.
| Iteration | MBHS (proposed algorithm) | DPSO | GA | PBSA | Fitness | Time (s) | Fitness | Time (s) | Fitness | Time (s) | Fitness | Time (s) |
| 1 | 8.763 | 0.001 | 6.473 | 0.002 | 6.286 | 0.002 | 12.500 | 0.003 | 10 | 2.934 | 0.007 | 3.096 | 0.012 | 1.856 | 0.012 | 8.475 | 0.010 | 20 | 1.097 | 0.013 | 1.063 | 0.023 | 1.587 | 0.024 | 6.436 | 0.017 | 30 | 0.920 | 0.019 | 0.983 | 0.033 | 1.319 | 0.034 | 5.372 | 0.024 | 40 | 0.506 | 0.025 | 1.185 | 0.043 | 0.730 | 0.045 | 3.753 | 0.034 | 50 | 0.333 | 0.030 | 1.124 | 0.052 | 0.784 | 0.056 | 3.924 | 0.041 | 60 | 0.329 | 0.037 | 0.755 | 0.065 | 0.894 | 0.068 | 4.751 | 0.049 | 70 | 0.301 | 0.042 | 0.522 | 0.072 | 0.675 | 0.078 | 5.170 | 0.056 | 80 | 0.279 | 0.048 | 0.487 | 0.084 | 0.915 | 0.088 | 3.892 | 0.066 | 90 | 0.279 | 0.054 | 0.678 | 0.094 | 0.888 | 0.099 | 4.311 | 0.073 | 100 | 0.279 | 0.060 | 0.472 | 0.104 | 0.523 | 0.111 | 2.847 | 0.083 |
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