Levy function processing time and deviations from constraint for . حسب Shikun Chen (14625352)

Rastrigin function processing time and deviations from constraint for . حسب Shikun Chen (14625352)

Rosenbrock function processing time and deviations from constraint for . حسب Shikun Chen (14625352)

Levy function processing time and deviations from constraint for . حسب Shikun Chen (14625352)

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. حسب Yuanchen Zhao (12905580)

"…Whiskers show the lowest and highest values within 1.5 × <i>IQR</i> from the first and third quartiles, respectively. …"

Code snippets to add user-specific custom functionality in PyNoetic. حسب Gursimran Singh (575288)

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IEEE CEC 2017 benchmark function specifications. حسب Kankan Tang (21474968)

IEEE CEC 2022 benchmark function specifications. حسب Kankan Tang (21474968)

The benchmark functions. حسب Shuhui Yu (1535500)

Modular architecture design of PyNoetic showing all its constituent functions. حسب Gursimran Singh (575288)

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Flowchart for the unsupervised SOM algorithm modified from Seifert et al. [56] with permission. حسب Sergio Montalt-García (17696115)

Test function results. حسب Ruyi Dong (9038174)

"…From the statistical results of mean, best and variance of different algorithms, the LLSKSO algorithm outperforms the other algorithms. …"

Benchmark test functions. حسب Ruyi Dong (9038174)

"…From the statistical results of mean, best and variance of different algorithms, the LLSKSO algorithm outperforms the other algorithms. …"

Algorithm parameters. حسب Ruyi Dong (9038174)

"…From the statistical results of mean, best and variance of different algorithms, the LLSKSO algorithm outperforms the other algorithms. …"

Comparison of PyNoetic’s functionality for BCI design with other existing state-of-the-art frameworks. حسب Gursimran Singh (575288)

الموضوعات:

CEC2017 basic functions. حسب Tengfei Ma (597633)

"…The optimal individual’s position is updated by randomly selecting from these factors, enhancing the algorithm’s ability to attain the global optimum and increasing its overall robustness. …"

Pseudo live-stream of EEG data is generated, and a simple pick-and-place flowchart is designed for channel selection and filtering. حسب Gursimran Singh (575288)

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Pseudo live-stream of EEG data is processed through the flow chart: after channel selection, each epoch undergoes Kaiser windowing (length = 250), followed by re-referencing to the... حسب Gursimran Singh (575288)

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List of Abbreviations حسب Gursimran Singh (575288)

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The results of ICA performed using PyNoetic. حسب Gursimran Singh (575288)

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