Simulation-optimization model for dynamic distribution of information flows in a heterogeneous data transmission network

Malika Baxadirovna Mirzaeva

Innovative Multidisciplinary Journal of Applied Technology · 2026-yil

Annotatsiya

This paper considers a heterogeneous data transmission network (DTN) comprising several mobile information sources and a single central receiver, jointly using radio and wired communication channels. Each channel is characterized by its throughput, service intensity, and probability of successful packet delivery. For every newly arrived packet, the delivery time is estimated along all admissible routes, and the route with the smallest expected delay is selected, thereby providing adaptive traffic distribution among alternative paths. The simulation-optimization model of the network is built on a discrete-event approach. Its effectiveness was assessed through five experiment series examining the effects of source intensity, packet size, alternative-route usage, delivery probability, and channel capacity on the network's time characteristics. The results show that as the delivery probability increases from 0.1 to 1.0, the maximum delay decreases by approximately 90.6%, while beyond a certain packet-size threshold the transmission time begins to dominate over the waiting time, accompanied by a marked decline in the frequency of alternative-route usage. These results can serve as a basis for practical recommendations on justifying channel parameters and improving adaptive routing mechanisms when designing heterogeneous DTNs.

Maqola ma’lumotlari
MualliflarMalika Baxadirovna Mirzaeva
JurnalInnovative Multidisciplinary Journal of Applied Technology
NashriyotТДТУ Қўқон филиали
ISSN2995-486X, 2995-486x
Nashr sanasi2026-09-26
Jild4
Son9
Betlar95-102
TilIngliz
Ilmiy sohaTexnika
DOI10.51699/xf39vb58
Indeksga qo‘shilgan2026-09-27

Kalit so‘zlar

heterogeneous network, multi-source traffic, adaptive routing, alternative routes, simulation-optimization model

Ilmiy soha

Iqtibos keltirish

APAMalika Baxadirovna Mirzaeva (2026). SIMULATION-OPTIMIZATION MODEL FOR DYNAMIC DISTRIBUTION OF INFORMATION FLOWS IN A HETEROGENEOUS DATA TRANSMISSION NETWORK. Innovative Multidisciplinary Journal of Applied Technology, 4(9), 95-102. https://doi.org/10.51699/xf39vb58
GOST (OAK)Malika Baxadirovna Mirzaeva SIMULATION-OPTIMIZATION MODEL FOR DYNAMIC DISTRIBUTION OF INFORMATION FLOWS IN A HETEROGENEOUS DATA TRANSMISSION NETWORK // Innovative Multidisciplinary Journal of Applied Technology. – 2026. – T. 4, № 9. – P. 95-102. – DOI: 10.51699/xf39vb58.
MLAMalika Baxadirovna Mirzaeva. “SIMULATION-OPTIMIZATION MODEL FOR DYNAMIC DISTRIBUTION OF INFORMATION FLOWS IN A HETEROGENEOUS DATA TRANSMISSION NETWORK.” Innovative Multidisciplinary Journal of Applied Technology, 4(9), 95-102, 2026. https://doi.org/10.51699/xf39vb58
ChicagoMalika Baxadirovna Mirzaeva. “SIMULATION-OPTIMIZATION MODEL FOR DYNAMIC DISTRIBUTION OF INFORMATION FLOWS IN A HETEROGENEOUS DATA TRANSMISSION NETWORK.” Innovative Multidisciplinary Journal of Applied Technology, 4(9), 95-102 (2026). https://doi.org/10.51699/xf39vb58
HarvardMalika Baxadirovna Mirzaeva (2026) ‘SIMULATION-OPTIMIZATION MODEL FOR DYNAMIC DISTRIBUTION OF INFORMATION FLOWS IN A HETEROGENEOUS DATA TRANSMISSION NETWORK’, Innovative Multidisciplinary Journal of Applied Technology, 4(9), 95-102. https://doi.org/10.51699/xf39vb58
BibTeX
@article{malikabaxadirovnamirzaeva2026,
  title = {SIMULATION-OPTIMIZATION MODEL FOR DYNAMIC DISTRIBUTION OF INFORMATION FLOWS IN A HETEROGENEOUS DATA TRANSMISSION NETWORK},
  author = {Malika Baxadirovna Mirzaeva},
  journal = {Innovative Multidisciplinary Journal of Applied Technology},
  year = {2026},
  volume = {4},
  number = {9},
  pages = {95-102},
  doi = {10.51699/xf39vb58},
  url = {https://doi.org/10.51699/xf39vb58}
}

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