Software for Implementing the Directed Cone Optimization Method

The article is devoted to the development of software for the implementation of the stochastic optimization method. The classical method of the directed cone and its modification are considered. Its shortcomings in the process of searching for the global minimum are pointed out. To improve the search, it is proposed to use algorithms with adaptation of optimization parameters. The architecture of software implementation of optimization algorithms of the directed cone method is proposed. Appropriate software was developed. It was tested on the example of optimization of the structured cable system of the telecommunications network. For this, a corresponding optimization problem is formulated. The results of its solution and application of optimization algorithms are analyzed.

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Published
2024-09-19
DOI
https://doi.org/10.1109/acit62333.2024.10712522
Citations
1
Primary Topic
Geodetic Measurements and Engineering Structures
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article
Field-Weighted Citation Impact
0.26
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Software for Implementing the Directed Cone Optimization Method

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article

Software for Implementing the Directed Cone Optimization Method

Yuriy Franko, Bohdan Melnyk, Yevgeniya Martsenyuk, Petro Stakhiv, Nataliya Melnyk, Bohdan Seniv
article en
1 citations

Abstract

The article is devoted to the development of software for the implementation of the stochastic optimization method. The classical method of the directed cone and its modification are considered. Its shortcomings in the process of searching for the global minimum are pointed out. To improve the search, it is proposed to use algorithms with adaptation of optimization parameters. The architecture of software implementation of optimization algorithms of the directed cone method is proposed. Appropriate software was developed. It was tested on the example of optimization of the structured cable system of the telecommunications network. For this, a corresponding optimization problem is formulated. The results of its solution and application of optimization algorithms are analyzed.

Vol. 05
West Ukrainian National University (UA), Lviv University (UA), Ternopil Volodymyr Hnatiuk National Pedagogical University (UA), Lviv Polytechnic National University (UA)
Openalex Percentile: Top 44%
Geodetic Measurements and Engineering Structures
0.26
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Software for Implementing the Directed Cone Optimization Method — Yuriy Franko, Bohdan Melnyk, et al. · (2024) | TGRS Research Map | TGRS