Quantum-Inspired Optimization Techniques for IoT Networks: Focusing on Resource Allocation and Network Efficiency Enhancement for Improved IoT Functionality

M Raparthi - Advances in Deep Learning Techniques, 2022 - thesciencebrigade.com
… allocation and network efficiency in IoT networks. We begin by providing a brief overview of
IoT networks and … systems while maintaining their effectiveness in finding optimal solutions. …

Distributed learning algorithms for optimal data routing in IoT networks

M Rossi, M Centenaro, A Ba, S Eleuch… - … over Networks, 2020 - ieeexplore.ieee.org
… ) for a prolonged network lifetime. In this paper, we envisage IoT networks that automatically
adapt … to globally optimal solutions. Our work extends [10], where a preliminary centralized …

[HTML][HTML] Network optimizations in the Internet of Things: A review

NN Srinidhi, SMD Kumar, KR Venugopal - Engineering Science and …, 2019 - Elsevier
… to optimal. Hence there won’t be a single algorithm which provides optimal solution to network
optimization problem in IoT… authors to address different network optimization problems are …

Optimal resource allocation for multiuser Internet of Things network with single wireless-powered relay

P Ramezani, Y Zeng… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
… In this section, we investigate the optimal solution to the sum-throughput maximization
problem P2. Problem P2 is a convex optimization problem, since [(1 − ti)/2K] log(1 + [Pi|gi|2/NR]) …

Multi-objective optimum solutions for IoT-based feature models of software product line

A Abbas, IF Siddiqui, SUJ Lee, AK Bashir, W Ejaz… - IEEE …, 2018 - ieeexplore.ieee.org
… constraints violations, obtaining optimum features combinations from large IoT-based FMs …
to obtain optimum solutions, in this paper, we have proposed multi-objective optimum-BPNCC …

Green communication in IoT networks using a hybrid optimization algorithm

PKR Maddikunta, TR Gadekallu, R Kaluri… - Computer …, 2020 - Elsevier
… The selection of optimal CH will lead to improvement of the IoT network’s lifetime. … Whenever
moth finds the optimal solution in search space it updates its position. Three tuple moth …

Optimal deployment of cloudlets based on cost and latency in Internet of Things networks

Z Wang, F Gao, X Jin - Wireless Networks, 2020 - Springer
… of the current population to generate the current population optimal solution and updating
the global optimal solution are \({c_3}\) and \({c_4}\). the computational complexity of this …

Energy-optimal data aggregation and dissemination for the Internet of Things

E Fitzgerald, M Pióro… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
… nature of such networks, much of the focus was on approximation algorithms for practical
implementation, although some work has also been carried out on finding optimal solutions [1], […

Optimum Solutions for Weighted Sum-Rate of NOMA and TDMA in Wireless Powered IoT Networks

S Khavari, S Farahmand… - … Internet of Things …, 2023 - ieeexplore.ieee.org
… IEEE INTERNET OF THINGS JOURNAL … results on the globally optimal solution in semi-closed
form of the weighted sum-rate in the wireless powered IoT networks. Although the work […

A metaheuristic optimization approach for energy efficiency in the IoT networks

C Iwendi, PKR Maddikunta… - Software: Practice …, 2021 - Wiley Online Library
… the performance of the WOA to find the optimal solution. Thus, the proposed model has
an advantage over the existing models in optimizing the performance of the IoT network. …