This paper provides a theoretical and practical analysis of the proposed multi-agent architecture for information systems based on a cognitive and modular approach. The study explored the possibilities of organizing the processes of data acquisition, processing, analysis, and presentation in information systems using agent-based models. The proposed architecture is based on the functional interaction of agents in the interface, data processing, decision making, communication, and monitoring. The architecture's performance was evaluated using simulation and scenario analysis. The results demonstrate that the multi-agent approach improves data flow management, system scalability, and real-time performance.
| Mualliflar | Samandarov, Batirbek, Joldasbayev, Dawranbek Rustem uli, Xoliqnazarov, Rashidjon Xomidjonovich |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-03-26 |
| Son | 1 |
| Betlar | 328-335 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
multi-agent system, information systems, modular architecture, cognitive information system, data flow, agent model, decision making, многоагентная система, информационные системы, модульная архитектура, когнитивная информационная система, поток данных, модель агента, принятие решений, ko‘p agentli tizim, axborot tizimlari, modulli arxitektura, kognitiv axborot tizimi, ma’lumot oqimi, agent modeli, qaror qabul qilish
| APA | Samandarov, Batirbek, Joldasbayev, Dawranbek Rustem uli, & Xoliqnazarov, Rashidjon Xomidjonovich (2026). MULTI-AGENT ARCHITECTURAL MODEL OF INFORMATION SYSTEMS BASED ON A COGNITIVE AND MODULAR APPROACH. Al-Farg'oniy avlodlari, (1), 328-335. https://al-fargoniy.uz/index.php/journal/article/view/1098 |
|---|---|
| GOST (OAK) | Samandarov, Batirbek, Joldasbayev, Dawranbek Rustem uli, Xoliqnazarov, Rashidjon Xomidjonovich MULTI-AGENT ARCHITECTURAL MODEL OF INFORMATION SYSTEMS BASED ON A COGNITIVE AND MODULAR APPROACH // Al-Farg'oniy avlodlari. – 2026. – № 1. – P. 328-335. |
| MLA | Samandarov, Batirbek, Joldasbayev, Dawranbek Rustem uli, and Xoliqnazarov, Rashidjon Xomidjonovich. “MULTI-AGENT ARCHITECTURAL MODEL OF INFORMATION SYSTEMS BASED ON A COGNITIVE AND MODULAR APPROACH.” Al-Farg'oniy avlodlari, (1), 328-335, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1098 |
| Chicago | Samandarov, Batirbek, Joldasbayev, Dawranbek Rustem uli, and Xoliqnazarov, Rashidjon Xomidjonovich. “MULTI-AGENT ARCHITECTURAL MODEL OF INFORMATION SYSTEMS BASED ON A COGNITIVE AND MODULAR APPROACH.” Al-Farg'oniy avlodlari, (1), 328-335 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1098 |
| Harvard | Samandarov, Batirbek, Joldasbayev, Dawranbek Rustem uli, and Xoliqnazarov, Rashidjon Xomidjonovich (2026) ‘MULTI-AGENT ARCHITECTURAL MODEL OF INFORMATION SYSTEMS BASED ON A COGNITIVE AND MODULAR APPROACH’, Al-Farg'oniy avlodlari, (1), 328-335. https://al-fargoniy.uz/index.php/journal/article/view/1098 |
| BibTeX | @article{samandarovbatirbek2026,
title = {MULTI-AGENT ARCHITECTURAL MODEL OF INFORMATION SYSTEMS BASED ON A COGNITIVE AND MODULAR APPROACH},
author = {Samandarov, Batirbek and Joldasbayev, Dawranbek Rustem uli and Xoliqnazarov, Rashidjon Xomidjonovich},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {1},
pages = {328-335},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1098}
} |
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