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Fig 1.

Effect of the optimization operators.

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Fig 1 Expand

Fig 2.

Exploration and exploitation phases of nAOA.

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Fig 3.

The process of updating the candidate solutions.

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Fig 4.

The nAOA flowchart.

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Table 1.

Controlling parameters for algorithms considered.

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Table 2.

Classical test functions.

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Table 2 Expand

Table 3.

Summary of the CEC2020 test suite.

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Table 4.

Classical benchmark functions.

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Table 5.

Composite functions CEC 2020.

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Fig 5.

Convergence behavior of classical and composite benchmark test functions.

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Fig 6.

Design of WBD problem [28].

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Table 6.

Results for experiment conducted for WBD.

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Fig 7.

Convergence curves for WBD.

Note: 100th iterations. Note: 1000th iterations.

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Fig 8.

Compression spring design problem [27].

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Table 7.

Results for experiment conducted for CSD.

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Fig 9.

Convergence curves of CSD.

Note: 100th iterations. Note: 1000th iteration.

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Fig 9 Expand

Fig 10.

PVD problem [30].

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Table 8.

Results for experiment conducted for PVD.

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Table 8 Expand

Fig 11.

Convergence curves for PVD.

Note: 100th iteration. Note: 1000th iteration.

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Fig 11 Expand