[HTML][HTML] A new hyper-heuristic based on adaptive simulated annealing and reinforcement learning for the capacitated electric vehicle routing problem

E Rodríguez-Esparza, AD Masegosa, D Oliva… - Expert Systems with …, 2024 - Elsevier
Electric vehicles (EVs) have been adopted in urban areas to reduce environmental pollution
and global warming due to the increasing number of freight vehicles. However, there are still …

A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization

D Oliva, MSR Martins, S Hinojosa, MA Elaziz… - International Journal of …, 2022 - Springer
Metaheuristics algorithms are designed to find approximate solutions for challenging
optimization problems. The success of the algorithm over a given optimization task relies on …

Optimizing Road Traffic Surveillance: A Robust Hyper-Heuristic Approach for Vehicle Segmentation

E RodríGuez-Esparza, O Ramos-Soto… - IEEE …, 2024 - ieeexplore.ieee.org
Due to rising consumer demand and traffic congestion, last-mile logistics is becoming more
challenging. To optimize urban distribution networks, digital image processing plays a key …