AQLLI MUHITDA BOSHQARUV QARORLARINI QABUL QILISH USULLARI TAHLILI
##semicolon##
Aqlli muhit, boshqaruv qarorlari, sun’iy intellekt, ko‘p mezonli qaror qabul qilish, IoT, MCDA, agentga asoslangan model##article.abstract##
Ushbu maqolada aqlli muhit (smart environment) tizimlarida
boshqaruv qarorlarini qabul qilish usullari tahlil qilinadi. IoT (Internet of Things),
sun’iy intellekt (AI) va sensor texnologiyalar asosida shakllanayotgan aqlli tizimlarda
qaror qabul qilish real vaqt rejimida, yuqori aniqlik bilan va moslashuvchan
algoritmlar yordamida amalga oshirilishi kerak. Maqolada ko‘p mezonli qaror qabul
qilish (MCDA), ekspert tizimlari, mashinali o‘rganish asosidagi yondashuvlar,
shuningdek, agentga asoslangan modellar ko‘rib chiqiladi. Har bir uslubning
afzalliklari, kamchiliklari va qo‘llash doiralari tahlil qilinadi. Tadqiqot natijalari aqlli
shaharlar, sog‘liqni saqlash, transport va atrof-muhit monitoring tizimlarida samarali
boshqaruvni ta’minlashga xizmat qiladi.
##submission.citations##
1.
Bouramdane, A. A. (2023). Optimal water management strategies: Paving the
way for sustainability in smart cities. Smart Cities, 6(5), 2849–2882.
2.
Tran Thi Hoang, G., Dupont, L., & Camargo, M. (2019). Application of
decision-making methods in smart city projects: A systematic literature review. Smart
Cities, 2(3), 433–452.
3.
Carli, R., Dotoli, M., & Pellegrino, R. (2016). A hierarchical decision-making
strategy for the energy management of smart cities. IEEE Transactions on Automation
Science and Engineering, 14(2), 505–523.
4.
Deeba, K., Rama Devi, O., Al Ansari, M. S., Reddy, B. P., Manohara, H. T., El
Ebiary, Y. A. B., & Rengarajan, M. (2023). Optimizing crop yield prediction in
precision agriculture with hyperspectral imaging-unmixing and deep learning.
International Journal of Advanced Computer Science and Applications (IJACSA),
14(12). https://doi.org/10.14569/IJACSA.2023.0141261
5.
Bamansoor, S., et al. (2021). Evaluation of Chinese electronic enterprise from
business and customers perspectives. In 2021 2nd International Conference on Smart
Computing and Electronic Enterprise (ICSCEE) (pp. 169–174). IEEE.
https://doi.org/10.1109/ICSCEE50312.2021.94980936.
Farhana, A., Satheesh, N., Ramya, M., Ramesh, J. V. N. N., & El-Ebiary, Y. A.
B. (2023). Efficient deep reinforcement learning for smart buildings: Integrating
energy storage systems through advanced energy management strategies. IJACSA,
14(12). https://doi.org/10.14569/IJACSA.2023.0141257
7.
Altrad, et al. (2021). Amazon in business to customers and overcoming
obstacles.
In
ICSCEE
(pp.
https://doi.org/10.1109/ICSCEE50312.2021.9498129
8.
175–179).
IEEE.
Khekare, G., Kumar, K. P., Prasanthi, K. N., Godla, S. R., Rachapudi, V., Al
Ansari, M. S., & El-Ebiary, Y. A. B. (2023). Optimizing network security and
performance through the integration of hybrid GAN-RNN models in SDN-based
access
control
and
traffic
engineering.
https://doi.org/10.14569/IJACSA.2023.0141262
9.
IJACSA,
14(12).
El-Ebiary, Y. A. B., et al. (2021). Mobile commerce and its apps – Opportunities
and
threats
in
Malaysia.
In
ICSCEE
https://doi.org/10.1109/ICSCEE50312.2021.9498228
10.
(pp.
180–185).
Lakshmi, K., Gadde, S., Puttagunta, M. K., Dhanalakshmi, G., & El-Ebiary, Y.
A. B. (2023). Efficiency analysis of firefly optimization-enhanced GAN-driven
convolutional model for cost-effective melanoma classification. IJACSA, 14(11).
https://doi.org/10.14569/IJACSA.2023.0141175
11.
Beneicke, J., Juan, A. A., Xhafa, F., Lopez-Lopez, D., &Freixes, A. (2019).
Empowering citizens’ cognition and decision making in smart sustainable cities. IEEE
Consumer Electronics Magazine, 9(1), 102-108.
12.
Bokhari, S. A. A., & Myeong, S. (2022). Use of artificial intelligence in smart
cities for smart decisionmaking: A social innovation perspective. Sustainability, 14(2),
620.
13.
Carli, R., Dotoli, M., & Pellegrino, R. (2018). Multi-criteria decision-making for
sustainable metropolitan cities assessment. Journal of environmental management,
226, 46-61. 14.
M. B. Mohamad et al., "Enterprise Problems and Proposed Solutions Using the
Concept of ECommerce," 2021 2nd International Conference on Smart Computing and
Electronic
Enterprise
(ICSCEE),
10.1109/ICSCEE50312.2021.9498197.
15.
2021,
pp.
186-192,
doi:
G. Kanaan, F. R. Wahsheh, Y. A. B. El-Ebiary, W. M. A. F. Wan Hamzah, B.
Pandey and S. N. P, "An Evaluation and Annotation Methodology for Product
Category Matching in E-Commerce Using GPT," 2023 International Conference on
Computer Science and Emerging Technologies (CSET), Bangalore, India, 2023, pp. 1
6, doi: 10.1109/CSET58993.2023.10346684.
16.
F. R. Wahsheh, Y. A. Moaiad, Y. A. Baker El-Ebiary, W. M. Amir Fazamin
Wan Hamzah, M. H. Yusoff and B. Pandey, "E-Commerce Product Retrieval Using
Knowledge from GPT-4," 2023 International Conference on Computer Science and
Emerging Technologies (CSET), Bangalore, India, 2023, pp. 1-8, doi:
10.1109/CSET58993.2023.10346860.
