Research Article
Evolutionary Algorithm-Inspired Binary Sequence-Based Hybrid Fault Detection Method for Nonuniformly Excited Linear Antenna Array
Table 2
Results of fault detection using different optimization algorithms.
| Optimization method | Array size | Fault position | Run cycles required | Detection efficiency | Average processing time (s) |
| Differential evolution (DE) method | 12 elements (design instance-I) | 3rd, 7th | 10 | 50% | 594.03 | 20 elements (design instance-II) | 3rd, 5th, 6th, 13th, 15th, 16th, 18th | 10 | 71.4% | 972.21 | Hybrid method (proposed) | 12 elements (design instance-I) | 3rd, 7th | 1 | 100% | 4.53 | 20 elements (design instance-II) | 3rd, 5th, 6th, 13th, 15th, 16th, 18th | 1 | 28.92 |
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