Optimisation Algorithms for Hand Posture Estimation by Shahrzad Saremi & Seyedali Mirjalili

Author:Shahrzad Saremi & Seyedali Mirjalili
Language: eng
Format: epub
ISBN: 9789811397578
Publisher: Springer Singapore

As per the results in Table 4.4, p-values are mostly less than 0.05 when PSOEPD is superior, which demonstrates that the superiority of this algorithm is statistically significant. Overall, these results show that PSOEPD can outperform other algorithms in the literature.

The average times of all algorithms when solving all test functions are visualised in Fig. 4.4. It is evident PSO is the fastest algorithm, closely followed by PSOEPD. The proposed PSOEPD is slightly slower than PSO due to the new operators that are integrated into this algorithm. As can be seen in Fig. 4.4, both PSO and PSOEPD are much faster than GA and DE.

Fig. 4.4Average run time of all algorithms over all runs in Table 4.3

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