Giusy Macrina

According to our database, Giusy Macrina authored at least 24 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Review of quantum algorithms for medicine, finance and logistics.

Alessia Ciacco, Francesca Guerriero, Giusy Macrina

Soft Comput., February, 2025

Knowledge-guided hybrid deep reinforcement learning for the dynamic multi-depot electric vehicle routing problem.

Reza Shahbazian, Alessia Ciacco, Giusy Macrina, Francesca Guerriero

Comput. Oper. Res., 2025

The vehicle routing problem and integrated challenges in the perishable product supply chain.

Francesca Guerriero, Giusy Macrina, Veronica Mosca, Edoardo Scalzo

Comput. Ind. Eng., 2025

2024

Bundles generation and pricing in crowdshipping.

Giusy Macrina, Claudia Archetti, Francesca Guerriero

EURO J. Transp. Logist., 2024

Integrating Machine Learning Into Vehicle Routing Problem: Methods and Applications.

Reza Shahbazian, Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina

IEEE Access, 2024

Optimization of monitoring, data collecting, and energy resupplying tasks with scarce resources.

Luigi Di Puglia Pugliese, Marcello Sammarra, Giusy Macrina, Francesca Guerriero

Proceedings of the 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 2024

Product Quality and Sustainability in a Multi-Objective VRP: Case Study on the Distribution of Extra-Virgin Olive Oil.

Francesca Guerriero, Giusy Macrina, Veronica Mosca, Edoardo Scalzo

Proceedings of the 6th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2024), 2024

2023

Combining variable neighborhood search and machine learning to solve the vehicle routing problem with crowd-shipping.

Luigi Di Puglia Pugliese, Daniele Ferone, Paola Festa, Francesca Guerriero, Giusy Macrina

Optim. Lett., December, 2023

Machine Learning Assists IoT Localization: A Review of Current Challenges and Future Trends.

Reza Shahbazian, Giusy Macrina, Edoardo Scalzo, Francesca Guerriero

Sensors, April, 2023

An adaptive large neighborhood search for the order picking process: the case of a retail distribution company in Italy.

Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina, Massimiliano Matteucci, Veronica Mosca

Proceedings of the 5th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Customer Satisfaction and Company Revenue: A Solution Approach for the Passenger Management on Buses.

Francesca Guerriero, Martina Luzzi, Giusy Macrina

Proceedings of the Operations Research and Enterprise Systems, 2023

2022

Solution approaches for the vehicle routing problem with occasional drivers and time windows.

Luigi Di Puglia Pugliese, Daniele Ferone, Paola Festa, Francesca Guerriero, Giusy Macrina

Optim. Methods Softw., 2022

Management of Groups of Passengers on Buses Considering the Restrictions of COVID-19.

Francesca Guerriero, Martina Luzzi, Giusy Macrina

Proceedings of the 11th International Conference on Operations Research and Enterprise Systems, 2022

2021

Trucks and drones cooperation in the last-mile delivery process.

Luigi Di Puglia Pugliese, Giusy Macrina, Francesca Guerriero

Networks, 2021

The online vehicle routing problem with occasional drivers.

Claudia Archetti, Francesca Guerriero, Giusy Macrina

Comput. Oper. Res., 2021

A Natural Language Processing Tool to Support the Electronic Invoicing Process in Italy.

Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina, Enza Messina

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

An Adjustable Robust Formulation and a Decomposition Approach for the Green Vehicle Routing Problem with Uncertain Waiting Time at Recharge Stations.

Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina

Proceedings of the 10th International Conference on Operations Research and Enterprise Systems, 2021

Modeling the Cabin Capacity Allocation Problem in the Cruise Industry: An Italian Case Study.

Giusy Macrina, Francesca Guerriero, Luigi Di Puglia Pugliese

Proceedings of the 10th International Conference on Operations Research and Enterprise Systems, 2021

2020

Crowd-shipping with time windows and transshipment nodes.

Giusy Macrina, Luigi Di Puglia Pugliese, Francesca Guerriero, Gilbert Laporte

Comput. Oper. Res., 2020

A Variable Neighborhood Search for the Vehicle Routing Problem with Occasional Drivers and Time Windows.

Giusy Macrina, Luigi Di Puglia Pugliese, Francesca Guerriero

Proceedings of the 9th International Conference on Operations Research and Enterprise Systems, 2020

2019

A rollout algorithm for the resource constrained elementary shortest path problem.

Francesca Guerriero, Luigi Di Puglia Pugliese, Giusy Macrina

Optim. Methods Softw., 2019

An energy-efficient green-vehicle routing problem with mixed vehicle fleet, partial battery recharging and time windows.

Giusy Macrina, Gilbert Laporte, Francesca Guerriero, Luigi Di Puglia Pugliese

Eur. J. Oper. Res., 2019

The green mixed fleet vehicle routing problem with partial battery recharging and time windows.

Giusy Macrina, Luigi Di Puglia Pugliese, Francesca Guerriero, Gilbert Laporte

Comput. Oper. Res., 2019

ICT Tools Supporting the Education Process: ELEANOR (E-Learning and Education Assisted by New On-line Resources).

Francesca Guerriero, Giusy Macrina, Gianfranco Salfi

Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019