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
Vehicular ad hoc networks (VANETs) are a fundamental component of intelligent
transportation systems in smart cities. With the support of open and real-time data, these …

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
Achieving sustainable freight transport and citizens' mobility operations in modern cities are
becoming critical issues for many governments. By analyzing big data streams generated …

VANET-based smart navigation for emergency evacuation and special events

A Elbery, HS Hassanein, N Zorba… - 2019 IEEE 24th …, 2019 - ieeexplore.ieee.org
In this paper we propose, develop, and analyze the performance of a new system-optimum
navigation model that utilizes Vehicular Ad-hoc Networks (VANETs), linear programming …

Centralized simulated annealing for alleviating vehicular congestion in smart cities

HM Amer, H Al-Kashoash, M Hawes, M Chaqfeh… - … Forecasting and Social …, 2019 - Elsevier
Vehicular traffic congestion is a serious problem arising in many cities around the world, due
to the increasing number of vehicles utilizing roads of a limited capacity. Often the …

An optimization framework for routing protocols in VANETs: A multi-objective firefly algorithm approach

CJ Joshua, V Varadarajan - Wireless Networks, 2021 - Springer
With Automobiles becoming the main form of transportation adopted in all parts of the world,
it has become a necessity to develop useful applications providing safety and entertainment …

Solving vehicular ad hoc network challenges with Big Data solutions

J Contreras‐Castillo, S Zeadally… - IET …, 2016 - Wiley Online Library
The concept of vehicular ad hoc networks (VANETs) has emerged as an efficient way to
improve the performance of transportation systems, enhance travel security and help …

Considering congestion costs and driver behaviour into route optimisation algorithms in smart cities

P Alvarez, I Lerga, A Serrano, J Faulin - … -CT 2017, Málaga, Spain, June 14 …, 2017 - Springer
Congestion costs have been excluded from the study of traditional vehicle routing problems
until very recently. However, with our urban areas experiencing higher levels of traffic …

Survey on artificial intelligence (AI) techniques for vehicular ad-hoc networks (VANETs)

A Mchergui, T Moulahi, S Zeadally - Vehicular Communications, 2022 - Elsevier
Advances in communications, smart transportation systems, and computer systems have
recently opened up vast possibilities of intelligent solutions for traffic safety, convenience …

Parallel multi-objective metaheuristics for smart communications in vehicular networks

J Toutouh, E Alba - Soft Computing, 2017 - Springer
This article analyzes the use of two parallel multi-objective soft computing algorithms to
automatically search for high-quality settings of the Ad hoc On Demand Vector routing …

A Review of the vehicle routing problem and the current routing services in smart cities

E Boumpa, V Tsoukas, V Chioktour, M Kalafati… - Analytics, 2022 - mdpi.com
In this survey, the issues of urban routing are analyzed, and critical considerations for smart
and cost-effective delivery services are highlighted. Smart cities require intelligent services …