article · HERALD OF POLOTSK STATE UNIVERSITY Series С FUNDAMENTAL SCIENCES · 2022
NUMERICAL OPTIMIZATION ALGORITHM AND PROGRAM IMPLEMENTING THE PARTICLE SWAR OPTIMIZATION
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Abstract
One of the numerical optimization methods is considered, which implements the so-called particle swarm method. A modification of the method based on the division of the iterative calculation process into two stages is proposed. To speed up calculations and reduce their complexity. At the first stage, the objective function is replaced by a simplified model, which allows you to quickly determine the approximate area of extremum localization. The final solution is sought in the found localization area, using the original objective function. A console application that implements the algorithm is described and the results of numerical experiments performed using this application are presented.
Cite this paper
OSKIN, A., & OSKIN, D. (2022). NUMERICAL OPTIMIZATION ALGORITHM AND PROGRAM IMPLEMENTING THE PARTICLE SWAR OPTIMIZATION. HERALD OF POLOTSK STATE UNIVERSITY Series С FUNDAMENTAL SCIENCES, 38(4), 26–31. https://doi.org/10.52928/2070-1624-2022-38-4-26-31
OSKIN, A., and D. OSKIN. “NUMERICAL OPTIMIZATION ALGORITHM AND PROGRAM IMPLEMENTING THE PARTICLE SWAR OPTIMIZATION.” HERALD OF POLOTSK STATE UNIVERSITY Series С FUNDAMENTAL SCIENCES, vol. 38, no. 4, 2022, pp. 26–31, https://doi.org/10.52928/2070-1624-2022-38-4-26-31.
OSKIN, A., and D. OSKIN. 2022. “NUMERICAL OPTIMIZATION ALGORITHM AND PROGRAM IMPLEMENTING THE PARTICLE SWAR OPTIMIZATION.” HERALD OF POLOTSK STATE UNIVERSITY Series С FUNDAMENTAL SCIENCES 38 (4): 26–31. https://doi.org/10.52928/2070-1624-2022-38-4-26-31.
OSKIN, A. and OSKIN, D. (2022) ‘NUMERICAL OPTIMIZATION ALGORITHM AND PROGRAM IMPLEMENTING THE PARTICLE SWAR OPTIMIZATION’, HERALD OF POLOTSK STATE UNIVERSITY Series С FUNDAMENTAL SCIENCES, 38(4), pp. 26–31. Available at: https://doi.org/10.52928/2070-1624-2022-38-4-26-31.
@article{oskin2022numerical,
title = {{NUMERICAL OPTIMIZATION ALGORITHM AND PROGRAM IMPLEMENTING THE PARTICLE SWAR OPTIMIZATION}},
author = {OSKIN, A. and OSKIN, D.},
journal = {HERALD OF POLOTSK STATE UNIVERSITY Series С FUNDAMENTAL SCIENCES},
volume = {38},
number = {4},
pages = {26--31},
year = {2022},
doi = {10.52928/2070-1624-2022-38-4-26-31}
}Made from the index record. Check names, capitalisation and page numbers against the paper. Need another style? AI for Research has over 10,000.