[HTML][HTML] Explainable AI for operational research: A defining framework, methods, applications, and a research agenda

KW De Bock, K Coussement, A De Caigny… - European Journal of …, 2024 - Elsevier
The ability to understand and explain the outcomes of data analysis methods, with regard to
aiding decision-making, has become a critical requirement for many applications. For …

Systematic literature review on collaborative sustainable transportation: overview, analysis and perspectives

A Aloui, N Hamani, R Derrouiche… - Transportation Research …, 2021 - Elsevier
In the last few years, competitiveness, problems of globalization and concerns about
sustainability require new approaches and models for the planning of transport networks …

Operation strategy in an E‐commerce platform supply chain: whether and how to introduce live streaming services?

X Zhang, H Chen, Z Liu - International Transactions in …, 2024 - Wiley Online Library
E‐commerce platforms provide sales channels for enterprises to exploit more markets.
Meanwhile, E‐commerce platform supply chain members are increasingly using live …

Meta-heuristics for sustainable supply chain management: A review

S Faramarzi-Oghani, P Dolati Neghabadi… - … Journal of Production …, 2023 - Taylor & Francis
Due to the complexity and the magnitude of optimisation models that appeared in
sustainable supply chain management (SSCM), the use of meta-heuristic algorithms as …

Location‐routing problem: a classification of recent research

STW Mara, RJ Kuo, AMS Asih - International Transactions in …, 2021 - Wiley Online Library
The location‐routing problem (LRP) and its variants have been studied extensively over the
past few years. The number of articles has grown more than ever, since the last surveys …

Collaborative two-echelon multicenter vehicle routing optimization based on state–space–time network representation

Y Wang, Y Yuan, X Guan, M Xu, L Wang… - Journal of Cleaner …, 2020 - Elsevier
Collaboration among service providers in a logistics network can greatly increase their
operation efficiencies and reduce transportation emissions. This study proposes, formulates …

Collaborative multicenter vehicle routing problem with time windows and mixed deliveries and pickups

Y Wang, L Ran, X Guan, J Fan, Y Sun… - Expert Systems with …, 2022 - Elsevier
This study focuses on the collaborative multicenter vehicle routing problem with time
windows and mixed deliveries and pickups (CMVRPTWMDP), which is a variant of the …

Simulation, optimization, and machine learning in sustainable transportation systems: models and applications

R de la Torre, CG Corlu, J Faulin, BS Onggo, AA Juan - Sustainability, 2021 - mdpi.com
The need for effective freight and human transportation systems has consistently increased
during the last decades, mainly due to factors such as globalization, e-commerce activities …

A survey on obstacles and difficulties of practical implementation of horizontal collaboration in logistics

F Basso, S D'Amours, M Rönnqvist… - International …, 2019 - Wiley Online Library
During recent years, horizontal collaboration in logistics has gained attention because of
achieved potential benefits such as cost reduction, an increase in fulfillment rates, and a …

Two-echelon collaborative multi-depot multi-period vehicle routing problem

Y Wang, Q Li, X Guan, M Xu, Y Liu, H Wang - Expert Systems with …, 2021 - Elsevier
Collaboration among logistics operators offers an effective way to improve customer service
and freight transportation efficiency. One form of collaboration is the sharing of logistics …