Optimization of vehicular networks in smart cities: from agile optimization to learnheuristics and simheuristics

M Peyman, T Fluechter, J Panadero, C Serrat, F Xhafa… - Sensors, 2023 - mdpi.com
… its impact on society and the environment, and optimizing systems [73]. Figure 5 depicts
the literature reviewed in this section on carsharing optimization via vehicular networks. …

Internet of Vehicles and real-time optimization algorithms: Concepts for vehicle networking in smart cities

F Adelantado, M Ammouriova, E Herrera, AA Juan… - vehicles, 2022 - mdpi.com
… (IoV) and vehicle networking scenarios, identifies the underlying optimization problems that
… To this aim, agile optimization and distributed machine learning are envisaged as the best …

Agile optimization for a real‐time facility location problem in Internet of Vehicles networks

LC Martins, D Tarchi, AA Juan, A Fusco - Networks, 2022 - Wiley Online Library
… The authors addressed a low-complexity RSU and time slot assignment in vehicular networks
with multiple RSUs in tandem to minimize energy consumption. They also consider the …

Edge computing and IoT analytics for agile optimization in intelligent transportation systems

M Peyman, PJ Copado, RD Tordecilla, LC Martins… - Energies, 2021 - mdpi.com
… of services in the cloud and vehicular network. In this paper, we … a methodology based on
agile optimization algorithms for … IoT systems in order to optimize automatic decisions in the …

[HTML][HTML] Agile gravitational search algorithm for cyber-physical path-loss modelling in 5G connected autonomous vehicular network

KC Okafor, B Adebisi, AO Akande, K Anoh - Vehicular communications, 2024 - Elsevier
… This paper, therefore, develops an enhanced Agile GSA that can mitigate the effect of PL
and signal interference in CP 5 G new radio networks. A typical use case is presented in Wales …

[HTML][HTML] Machine learning in vehicular networking: An overview

K Tan, D Bremner, J Le Kernec, L Zhang… - … and Networks, 2022 - Elsevier
optimization techniques. This article provides a short survey of ML applications in vehicular
networks from the networking … neighbor algorithm for more agile future handover. Simulation …

Space-air-ground integrated vehicular network for connected and automated vehicles: Challenges and solutions

Z Niu, XS Shen, Q Zhang, Y Tang - … and Converged Networks, 2020 - ieeexplore.ieee.org
… a satellite vehicular network, which provides mobile Internet access and dynamic networking
for vehicles … We address the SFC deployment problem in SAGiven to optimize the resource …

[PDF][PDF] Edge Computing and IoT Analytics for Agile Optimization in Intelligent Transportation Systems. Energies 2021, 14, 6309

M Peyman, PJ Copado, RD Tordecilla, LC Martins… - 2021 - academia.edu
… of services in the cloud and vehicular network. In this paper, we … a methodology based on
agile optimization algorithms for … IoT systems in order to optimize automatic decisions in the …

Optimizing ride-sharing operations in smart sustainable cities: Challenges and the need for agile algorithms

LC Martins, R de la Torre, CG Corlu, AA Juan… - Computers & Industrial …, 2021 - Elsevier
… on car-sharing optimization studies (… ‘agile’ algorithms as one of the approaches that might
contribute to deal with the requirements of large-scale and dynamic car-sharing optimization

A scalable and quick-response software defined vehicular network assisted by mobile edge computing

J Liu, J Wan, B Zeng, Q Wang… - IEEE Communications …, 2017 - ieeexplore.ieee.org
… Third, the programmability makes the network more agile, so the application can select the …
vehicular network has realized the integration of the VANET with the 5G cellular network. The …