Intelligent Particle Swarm Optimization Method for Parameter Selecting in Regularization Method for Integral Equation

We use the Tikhonov method as a regularization technique for solving the integral equation of the first kind with noisy and noise-free data. Following that, we go over how to choose the Tikhonov regularization parameter by implementing the Intelligent Piratical Swarm Optimization (IPOS) technique. T...

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Bibliographic Details
Published inBIO web of conferences Vol. 97; p. 39
Main Authors Al-Mahdawi, H.K., Hatem Khorsheed, Farah, Subhi Alhumaima, Ali, Ramadhan, Ali J., Hussien, Kilan M, Alkattan, Hussein
Format Journal Article
LanguageEnglish
Published EDP Sciences 01.01.2024
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Summary:We use the Tikhonov method as a regularization technique for solving the integral equation of the first kind with noisy and noise-free data. Following that, we go over how to choose the Tikhonov regularization parameter by implementing the Intelligent Piratical Swarm Optimization (IPOS) technique. The effectiveness of combining these two approaches IPOS and Tikhonov is demonstrated to be highly practicable.
ISSN:2117-4458
2117-4458
DOI:10.1051/bioconf/20249700039