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81
Algorithm ranking under different dimensions.
Published 2023“…The results show: (1) the global convergence probability of SGWO was 1, and its process was a finite homogeneous Markov chain with an absorption state; (2) SGWO not only has better optimization performance when solving complex functions of different dimensions, but also when applied to Elman for parameter optimization, SGWO can significantly optimize the network structure and SGWO-Elman has accurate prediction performance.…”
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82
MChOA algorithm flow chart.
Published 2024“…<div><p>To address the issue of poor performance in the chimp optimization (ChOA) algorithm, a new algorithm called the manta ray-based chimpa optimization algorithm (MChOA) was developed. …”
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83
Benchmarking functions.
Published 2024“…<div><p>To address the issue of poor performance in the chimp optimization (ChOA) algorithm, a new algorithm called the manta ray-based chimpa optimization algorithm (MChOA) was developed. …”
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Algorithm framework of this paper.
Published 2024“…<div><p>A brain tumor magnetic resonance image processing algorithm can help doctors to diagnose and treat the patient’s condition, which has important application significance in clinical medicine. …”
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The convergence curves of all the 10 algorithms.
Published 2024“…According to the encouraging research results in this paper, the IERWHO algorithm proposed has a place in the field of optimization.…”
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90
Details of the metaheuristic algorithms.
Published 2025“…We also conducted a quantitative analysis of RWOA and compared its performance with other state-of-the-art (SOTA) metaheuristic algorithms. …”
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91
Parameter settings for algorithms.
Published 2025“…We also conducted a quantitative analysis of RWOA and compared its performance with other state-of-the-art (SOTA) metaheuristic algorithms. …”
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92
Flowchart of MOSRS algorithm.
Published 2025“…The source codes of the MOSRS algorithm are publicly available at <a href="https://nimakhodadadi.com/algorithms-+-codes" target="_blank">https://nimakhodadadi.com/algorithms-+-codes</a>.…”
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93
The flowchart for the MBHA algorithm.
Published 2023“…The original BHA algorithm showed better performance compared to other algorithms when applied to a benchmark dataset, despite its poor exploration capability. …”
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The Pseudocode of MBHA algorithm.
Published 2023“…The original BHA algorithm showed better performance compared to other algorithms when applied to a benchmark dataset, despite its poor exploration capability. …”
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95
Flowchart of the FPA algorithm.
Published 2023“…<div><p>As a natural gas pipeline approaches the end of its service life, the integrity of the pipeline starts failing because of corrosion or cracks. …”
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96
Algorithm convergence curve.
Published 2023“…<div><p>As a natural gas pipeline approaches the end of its service life, the integrity of the pipeline starts failing because of corrosion or cracks. …”
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Flowchart of the IFPA algorithm.
Published 2023“…<div><p>As a natural gas pipeline approaches the end of its service life, the integrity of the pipeline starts failing because of corrosion or cracks. …”
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Function convergence curve.
Published 2024“…<div><p>To address the issue of poor performance in the chimp optimization (ChOA) algorithm, a new algorithm called the manta ray-based chimpa optimization algorithm (MChOA) was developed. …”
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100