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. 2023 Jun 8;8(2):243. doi: 10.3390/biomimetics8020243

Table 4.

Algorithm results of the unimodal test function.

NO. INDEX IARO ARO PSO ASO WOA
F1 Mean 0 1.89 × 10−34 9.08 × 10−50 1.47 × 10−33 2.31 × 10−16
Std 0 6.59 × 10−34 4.78 × 10−49 7.15 × 10−33 2.68 × 10−16
Worst 0 3.07 × 10−33 2.62 × 10−48 3.93 × 10−32 1.03 × 10−15
Best 0 1.89 × 10−34 9.08 × 10−50 1.47 × 10−33 2.31 × 10−16
F2 Mean 0 1.04 × 10−19 1.09 × 10−32 1.56 × 10−19 3.12 × 10−4
Std 0 2.18 × 10−19 3.06 × 10−32 3.24 × 10−19 1.02 × 10−3
Worst 0 8.70 × 10−19 1.61 × 10−31 1.12 × 10−18 4.18 × 10−3
Best 0 1.04 × 10−19 1.09 × 10−32 1.56 × 10−19 3.12 × 10−4
F3 Mean 0 4.82 × 10−25 4.98 × 10+4 1.52 × 10−22 3.13 × 10+3
Std 0 1.45 × 10−24 1.54 × 10+4 8.21 × 10−22 9.39 × 10+2
Worst 0 7.70 × 10−24 8.59 × 10+4 4.50 × 10−21 5.16 × 10+3
Best 0 4.82 × 10−25 4.98 × 10+4 1.52 × 10−22 3.13 × 10+3
F4 Mean 0 1.78 × 10−14 4.35 × 10+1 5.01 × 10−14 8.70 × 10−2
Std 0 5.07 × 10−14 3.20 × 10+1 2.16 × 10−13 1.68 × 10−1
Worst 0 2.14 × 10−13 8.788 × 10+1 1.18 × 10−12 7.08 × 10−1
Best 0 1.78 × 10−14 4.35 × 10+1 5.01 × 10−14 8.70 × 10−2
F5 Mean 1.55 × 10+0 2.01 × 10+0 2.80 × 10+1 7.43 × 10−1 6.16 × 10+1
Std 3.16 × 10+0 5.10 × 10+0 3.34 × 10−1 9.57 × 10−1 9.49 × 10+1
Worst 1.50 × 10+1 2.69 × 10+1 2.87 × 10+1 4.68 × 10+0 5.31 × 10+2
Best 1.55 × 10+0 2.01 × 10+0 2.80 × 10+1 7.43 × 10−1 6.16 × 10+1
F6 Mean 0 0 0 0 4.0 × 10−1
Std 0 0 0 0 8.14 × 10−1
Worst 0 0 0 0 4
Best 0 0 0 0 4.0 × 10−1
F7 Mean 8.92 × 10−5 9.02 × 10−4 4.04 × 10−3 9.43 × 10−4 5.78 × 10−2
Std 9.76 × 10−5 5.93 × 10−4 3.76 × 10−3 6.21 × 10−4 2.14 × 10−2
Worst 4.35 × 10−4 2.37 × 10−3 1.50 × 10−2 2.59 × 10−3 1.17 × 10−1
Best 8.92 × 10−5 9.02 × 10−4 4.04 × 10−3 9.43 × 10−4 5.78 × 10−2