A survey of learning-based intelligent optimization algorithms

W Li, GG Wang, AH Gandomi - Archives of Computational Methods in …, 2021 - Springer
A large number of intelligent algorithms based on social intelligent behavior have been
extensively researched in the past few decades, through the study of natural creatures, and …

New algorithm of multi-strategy channel allocation for edge computing

D Zhang, M Piao, T Zhang, C Chen, H Zhu - AEU-International Journal of …, 2020 - Elsevier
Wireless mesh networks (WMNs) are a kind of wireless network technology that can transmit
multi-hop information, and have been regarded as one of the key technologies for …

Fairness‐Oriented Semichaotic Genetic Algorithm‐Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks

FA Ghaleb, BAS Al-Rimy, W Boulila… - Computational …, 2021 - Wiley Online Library
Wireless mesh networks (WMNs) have emerged as a scalable, reliable, and agile wireless
network that supports many types of innovative technologies such as the Internet of Things …

Comparison of metaheuristic algorithms for interface-constrained channel assignment in a hybrid Dynamic Spectrum Access–Wi-Fi infrastructure WMN

N Zlobinsky, DL Johnson, AK Mishra, AA Lysko - IEEE Access, 2022 - ieeexplore.ieee.org
In this work, we evaluate the application of four different metaheuristic optimisation
algorithms for solving the channel assignment problem in a multi-radio multi-channel …

Simulation and improved channel assignment by simulated annealing of a wireless mesh network using dynamic spectrum access

N Zlobinsky, DL Johnson, AK Mishra… - Proceedings of the 19th …, 2021 - dl.acm.org
This work tackles a new angle to the Channel Assignment (CA) problem, which has
otherwise been fairly widely studied for allocating channels optimally to access points and …

Metaheuristic optimisation for radio interface-constrained channel assignment in a hybrid Wi-Fi–Dynamic Spectrum Access wireless mesh network

N Zlobinsky, D Johnson, AK Mishra… - … Conference on Cognitive …, 2021 - Springer
Channel Assignment (CA) in wireless mesh networks (WMNs) has not been well studied in
scenarios where the network uses Dynamic Spectrum Access (DSA). This work aims to fill …

Taylor Tuna Optimizer‐based hybrid deep Q‐network for channel assignment in cognitive radio networks with user mobility and power control

H Sekar, S Appranchi - International Journal of Communication …, 2024 - Wiley Online Library
Cognitive radio networks (CRNs) have emerged as a promising solution to address the
spectrum scarcity problem by allowing unlicensed secondary users (SUs) to …

A Review of Gateway Selection and Gateway Placement in Wireless Mesh Networks

M Naghdiani, M Jahanshahi - 2024 - preprints.org
Wireless mesh networks (WMNs) are gaining popularity due to their versatility and cost-
effectiveness. However, selecting appropriate gateways to connect these networks to …

Swarm Optimization Based Gravitational Search Approach for Channel Assignment in MCMR Wireless Mesh Network

N Balusu - International Journal of Computer Networks & …, 2020 - papers.ssrn.com
Abstract Wireless Mesh Networks offers cost-efficient and higher network efficiency by
utilizing multiple channels multiple radio (MCMR) nodes. Also addition, the amalgamation of …

[PDF][PDF] Optimized Reinforcement Learning Based Multipath Transfer Protocol in Wireless Mesh Network.

S Rajeswari, SA Arunmozhi… - Intelligent Automation & …, 2022 - cdn.techscience.cn
Multiple radios working on different channels are used in Wireless Mesh Networks (WMNs)
to improve network performance and reduce Energy Consumption (EC). Effective routing in …