15 citations · 15 across the 4 of their papers we have counts for
7 papers
GREAT-ESDD: Graph Edge Attention Network for Effectively Steered Delivery Decisions
Attila Lischka, Ze Zhou, Xuegang +2
Online, same-day delivery requires operators to constantly update their routes, and the routing cost for deliveries increases with the number of customers. Out-of-home (OOH) delive…
From Demand to System Co-Shaping: A Review of User Roles in Transportation Systems
Fangting Zhou, Balazs Kulcsar, Jelena Andric
Users are central to transportation systems, yet their roles are often simplified in transportation modeling and decision-making. Conventional approaches primarily represent users…
Assortment Control Unlocks the Value of Dynamic Pricing in Mixed Last-Mile Delivery
Ze Zhou, Balázs Kulcsár
The growth of e-commerce has intensified the need for last-mile delivery systems that can jointly manage customer choice and operational efficiency. We study the Dynamic Offering a…
A user-driven pricing and scheduling framework for public electric vehicle charging
Fangting Zhou, Jiaming Wu, Balazs Kulcsar
Public electric vehicle (EV) charging infrastructure has expanded rapidly, yet utilization across charging stations remains uneven and often inefficient. Existing operator-determin…
Learning for routing: A guided review of recent developments and future directions
Fangting Zhou, Attila Lischka, Balazs Kulcsar +3
This paper reviews the current progress in applying machine learning (ML) tools to solve NP-hard combinatorial optimization problems, with a focus on routing problems such as the t…
Beyond Simple Graphs: Neural Multi-Objective Routing on Multigraphs
Filip Rydin, Attila Lischka, Jiaming Wu +2
Learning-based methods for routing have gained significant attention in recent years, both in single-objective and multi-objective contexts. Yet, existing methods are unsuitable fo…
The large-scale charging scheduling problem for fleet batteries: Lagrangian decomposition with time-block reformulations
Sunney Fotedar, Jiaming Wu, Balazs Kulcsar +1
There is a rise in the need for efficient battery charging methods due to the high penetration of electromobility solutions. Battery swapping, a technique in which fully or partial…