OPPORTUNITIES OF HYBRID METAHEURISTIC METHODS FOR CONTEMPORARY LINGUISTIC EDUCATION

Authors

DOI:

https://doi.org/10.30888/2709-2267.2026-35-00-014

Keywords:

linguistic education, digital learning environment, hybrid metaheuristics, optimization algorithms, personalized learning, language skills assessment, intelligent learning systems

Abstract

The paper explores the potential of hybrid metaheuristic optimization methods in the context of contemporary linguistic pedagogy shaped by the digitalization of education. It emphasizes the insufficiency of conventional didactic models for addressing comp

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References

Goncharenko S. Intelligent technologies for modern sociolinguistics / S. Goncharenko (2025). Science: Development and Factors its Influence : Proceedings of the 6th International Scientific and Practical Conference (October 6-8, 2025; Amsterdam, Netherlands). - Amsterdam: Scientific Collection «InterConf», 2025. - pp. 61-64.

Goncharenko S. (2025). Intelligent information technologies for innovative management of advanced philology projects. Innovations and New Directions in Scientific Research : Proceedings of the 2nd International Scientific Conference (Manchester, United Kingdom, 20 September 2025). - Lulu Press, Inc., 2025. - pp. 176-179.

Goncharenko S. (2025). Mathematical optimization as element of innovative educational management in modern complex conditions. Science and Global Challenges in the Modern World : Proceedings of the 2nd International Scientific Conference (Leicester, United Kingdom, 5 October 2025). - Lulu Press, Inc., 2025. - pp. 90-94.

Kulynych Y., Krasnyuk M., Krasniuk S. (2022). Efficiency of evolutionary algorithms in solving optimization problems on the example of the fintech industry. Grail of Science, №14-15, May 2022, (pp. 63-70) DOI: https://doi.org/10.36074/grail-of-science.27.05.2022

Krasnyuk M.T., Naumenko M.A. (2024) Efektyvne zastosuvannia henetychnykh alhorytmiv u vyrishenni bahatoekstremumnykh optymizatsiinykh zadach v menedzhmenti konkurentnoho pidpryiemstva [Effective application of genetic algorithms in solving multi-extremum optimization problems in the management of a competitive enterprise]. Grail of Science, №41, June 2024, 65-73. URL: https://archive.journal-grail.science/index.php/2710-3056/issue/view/05.07.2024/29 [in Ukrainian].

Krasnyuk, M. (2014). Hibrydyzatsiia intelektualnykh metodiv analizu biznesovykh danykh (rezhym vyiavlennia anomalii) yak skfladovyi instrument korporatyvnoho audytu [Hybridization of intelligent methods of business data analysis (anomaly detection mode) as a standard tool of corporate audit]. Stan i perspektyvy rozvytku oblikovo-informatsiinoi systemy v Ukraini - Stan i perspektyvy rozvytku oblikovo-informatsiinoi systemy v Ukraini : materialy III Mizhnar. nauk.-prakt. konf. [m. Ternopil, 10-11 zhovt. 2014 r.] - The state and prospects of the development of the accounting and information system in Ukraine: materials of the III International science and practice conf. [m. Ternopil, October 10-11. 2014]. TNEU, 2014. pp. 211-212 (in Ukrainian).

Derbentsev, V. D., Serdiuk, O. A., Soloviov, V. M., & Sharapov, O. D. (2010). Synergistic and econophysical methods of studying dynamic and structural characteristics of economic systems. Cherkasy: Brama-Ukraine. - 2010 [in Ukrainian].

Derbentsev, V. D., V. M. Soloviov, and O. V. Serdiuk (2005) Precursors of critical phenomena in complex economic systems. Modeling of nonlinear dynamics of economic systems. - Donetsk: DonNU, 1 (2005), (pp. 5-13) [in Ukrainian].

Derbentsev, V. D., B. O. Tishkov, O. D. Sharapov (2013). Systematic methodology for studying the dynamics of the current information economy in the minds of increasing instability. Modeling and information systems in economics. – 2013. – Vol. 89, (pp. 47-62) [In Ukrainian].

Published

2025-09-30

How to Cite

Krasniuk, S. (2025). OPPORTUNITIES OF HYBRID METAHEURISTIC METHODS FOR CONTEMPORARY LINGUISTIC EDUCATION. Sworld-Us Conference Proceedings, 1(usc35-00), 122–128. https://doi.org/10.30888/2709-2267.2026-35-00-014