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المؤلفIslam, Jahedul
المؤلفRahaman, Md Shokor A.
المؤلفVasant, Pandian M.
المؤلفNegash, Berihun Mamo
المؤلفHoqe, Ahshanul
المؤلفAlhitmi, Hitmi Khalifa
المؤلفWatada, Junzo
تاريخ الإتاحة2024-04-25T07:27:38Z
تاريخ النشر2021-02-06
اسم المنشورEnergies
المعرّفhttp://dx.doi.org/10.3390/en14040857
الاقتباسIslam, J., Rahaman, M. S. A., Vasant, P. M., Negash, B. M., Hoqe, A., Khalifa Alhitmi, H., & Watada, J. (2021). A modified niching crow search approach to well placement optimization. Energies, 14(4), 857.
معرّف المصادر الموحدhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85106398980&origin=inward
معرّف المصادر الموحدhttp://hdl.handle.net/10576/54264
الملخصWell placement optimization is considered a non-convex and highly multimodal optimization problem. In this article, a modified crow search algorithm is proposed to tackle the well placement optimization problem. This article proposes modifications based on local search and niching techniques in the crow search algorithm (CSA). At first, the suggested approach is verified by experimenting with the benchmark functions. For test functions, the results of the proposed approach demonstrated a higher convergence rate and a better solution. Again, the performance of the proposed technique is evaluated with well placement optimization problem and compared with particle swarm optimization (PSO), the Gravitational Search Algorithm (GSA), and the Crow search algorithm (CSA). The outcomes of the study revealed that the niching crow search algorithm is the most efficient and effective compared to the other techniques.
راعي المشروعThis research was funded and the Petroleum Research Fund, grant number PRF-0153AB-A33. The research was also funded by the Center of Graduate Studies of the Universiti Teknologi PETRONAS, and the petroleum research fund (PRF—0153AB-A33).
اللغةen
الناشرMultidisciplinary Digital Publishing Institute (MDPI)
الموضوعCrow search algorithm
Multimodal optimiza-tion
Niching crow search algorithm
Non-convex
Well placement optimization
العنوانA modified niching crow search approach to well placement optimization
النوعArticle
رقم العدد4
رقم المجلد14
ESSN1996-1073
dc.accessType Full Text


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