Genetic algorithm based bi-objective optimization of sigmoidal utility and throughput in ad-hoc wireless networks

R Mehta - Evolutionary Intelligence, 2023 - Springer
With the rapid growth of ad-hoc wireless technology amidst the huge demands of high data-
rates, the simultaneous optimization of overall networking throughput and utility-proportional …

Optimizing quality of service of wireless mobile ad-hoc networks using evolutionary computation

TJ Sapienza - Proceedings of the 4th annual workshop on Cyber …, 2008 - dl.acm.org
This proposal will formulate a model representing key, multi-attribute Quality of Service
(QoS) parameters for wireless Mobile Ad-hoc Networks (MANETs), consistent with Institute …

Cross-layer optimization protocols in Ad-hoc networks: analysis and practical implementation of transport and network layers

M Belleschi - 2008 - diva-portal.org
Ad-hoc wireless networks use multi-hop transmissions to communicate, without exploiting
any infrastructure. Logical links create unreliable connections between nodes: the capacity …

Resource allocation for cross-layer utility maximization in wireless networks

PC Weeraddana, M Codreanu… - IEEE Transactions …, 2011 - ieeexplore.ieee.org
The cross-layer utility maximization problem, which is subject to stability constraints for a
multicommodity wireless network where all links share the same number of orthogonal …

Personalized resource allocation in wireless networks: an ai-enabled and big data-driven multi-objective optimization

R Alkurd, IY Abualhaol, H Yanikomeroglu - IEEE Access, 2020 - ieeexplore.ieee.org
The design and optimization of wireless networks have mostly been based on strong
mathematical and theoretical modeling. Nonetheless, as novel applications emerge in the …

[PDF][PDF] Hybrid ACO-PSO based multi objective optimization for quality of service routing in mobile ad hoc networks

SK Nivetha, R Asokan - International Journal of Applied …, 2014 - researchgate.net
Multi objective optimization is one of the critical factors to be achieved while provisioning
Quality of Service (QoS) in Mobile AdHoc Networks. Various kinds of applications exist in …

MOONGA: multi-objective optimization of wireless network approach based on genetic algorithm

SE Bouzid, Y Seresstou, K Raoof, MN Omri… - IEEE …, 2020 - ieeexplore.ieee.org
In high-density wireless sensor networks, the quality of service in terms of sensing coverage,
connectivity, lifetime, energy consumption and cost is closely linked to the position of the …

Communication-based optimization algorithm: a meta-heuristic technique for solving single-objective problems

M Hadi, R Ghazizadeh - 2022 9th Iranian joint congress on …, 2022 - ieeexplore.ieee.org
In this paper, a science-inspired meta-heuristic optimization algorithm is proposed and
called communication-based optimization algorithm (COA). The COA originates from the …

A network selection algorithm based on improved genetic algorithm

J Chen, D Zhang, D Liu, Z Pan - 2018 IEEE 18th international …, 2018 - ieeexplore.ieee.org
In this paper, for the defects which the basic genetic algorithm can get local optimum easily
and converge slowly, the genetic algorithm is improved by constructing a suitable fitness …

Performance modeling and optimization of multiple‐objective cross‐layer design in multi‐flow ad‐hoc networks

R Mehta, DK Lobiyal - International Journal of Communication …, 2019 - Wiley Online Library
In ad‐hoc wireless networks, to achieve good performance, multiple parameters need to be
optimized jointly. However, existing literature lacks a design framework that investigates the …