DOAJ Open Access 2022

Multi-layer optimization algorithm

M Abdalla J Yamin E Al-Khawaldeh

Abstrak

The optimization of experimental results has repeatedly posed major challenges for scientist and engineers. In this work, a systematic multi-layer optimization scheme is proposed in conjunction with particle swarm optimization algorithm to locate a global optimum that fits a cost function. The technique utilizes SP-lines to form three-dimensional patches surfaces from experimental data in multi-layer fashion and incorporates a multi-layer search using particle swarm optimization. The novel technique is illustrated and verified over two layers of experimental data to show its effectiveness.

Topik & Kata Kunci

Applied mathematics. Quantitative methods Mathematics

Penulis (3)

M Abdalla

J Yamin

E Al-Khawaldeh

Format Sitasi

APA MLA BibTeX

Abdalla, M., Yamin, J., Al-Khawaldeh, E. (2022). Multi-layer optimization algorithm. https://doi.org/10.1177/17483026211060469

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Informasi Jurnal

Tahun Terbit: 2022
Sumber Database: DOAJ
DOI: 10.1177/17483026211060469
Akses: Open Access ✓