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Fig 1.

Different phases of HHO (Heidari et al.[16]).

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Fig 2.

Optimization process of basic HHO.

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Fig 3.

Flow chart of the proposed HHO.

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Fig 4.

Typical 2D representations of benchmark mathematical functions: (a), (b) unimodal functions, (c), (d) multimodal functions, and (e), (f) fixed-dimension multimodal functions.

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Fig 5.

Convergence curves of F1-F7.

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Fig 6.

Convergence curves of F8-F13.

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Fig 7.

Convergence curves of F14-F23.

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Table 1.

Optimization results of 23 benchmark functions.

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Fig 8.

The positioning scenario of UWB.

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Fig 9.

Measured positions and real positions.

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Fig 10.

Convergence curves of different algorithms.

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Fig 11.

Average positioning errors of the test dataset.

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Fig 12.

Measuring and predicting errors of the test dataset.

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Fig 13.

Predicted, real and measured positions.

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