Opportunities for reinforcement learning in stochastic dynamic vehicle routing

FD Hildebrandt, BW Thomas, MW Ulmer - Computers & operations …, 2023 - Elsevier
There has been a paradigm-shift in urban logistic services in the last years; demand for real-
time, instant mobility and delivery services grows. This poses new challenges to logistic …

[HTML][HTML] Stochastic dynamic vehicle routing in the light of prescriptive analytics: A review

N Soeffker, MW Ulmer, DC Mattfeld - European Journal of Operational …, 2022 - Elsevier
Stochastic dynamic vehicle routing problems have become an essential part of logistics and
mobility services. In such problems, a sequence of vehicle routing decisions has to be made …

Review of vehicle routing problems: Models, classification and solving algorithms

H Zhang, H Ge, J Yang, Y Tong - Archives of Computational Methods in …, 2022 - Springer
With the rapid development of logistics industry, vehicle scheduling is the key to the
optimization of transportation links. Vehicle transportation route planning is becoming more …

Survey of green vehicle routing problem: past and future trends

C Lin, KL Choy, GTS Ho, SH Chung, HY Lam - Expert systems with …, 2014 - Elsevier
Green Logistics has emerged as the new agenda item in supply chain management. The
traditional objective of distribution management has been upgraded to minimizing system …

A review of dynamic vehicle routing problems

V Pillac, M Gendreau, C Guéret, AL Medaglia - European Journal of …, 2013 - Elsevier
A number of technological advances have led to a renewed interest in dynamic vehicle
routing problems. This survey classifies routing problems from the perspective of information …

An optimization-driven dynamic vehicle routing algorithm for on-demand meal delivery using drones

Y Liu - Computers & Operations Research, 2019 - Elsevier
As technology continues to improve people's quality of life, there is a large, unfulfilled market
worldwide for on-demand meal delivery services. The competitive edge of the business is …

Ant colony optimization with clustering for solving the dynamic location routing problem

S Gao, Y Wang, J Cheng, Y Inazumi, Z Tang - Applied Mathematics and …, 2016 - Elsevier
Ant colony algorithm can resolve dynamic optimization problems due to its robustness and
adaptation. The aim of such algorithms in dynamic environments is no longer to find an …

Provably high-quality solutions for the meal delivery routing problem

B Yildiz, M Savelsbergh - Transportation Science, 2019 - pubsonline.informs.org
Online restaurant aggregators with integrated meal delivery networks have become more
common and more popular in the past few years. Meal delivery is arguably the ultimate …

Survey of research in the design and control of automated guided vehicle systems

IFA Vis - European journal of operational research, 2006 - Elsevier
Automated guided vehicles (AGVs) are used for the internal and external transport of
materials. Traditionally, AGVs were mostly used at manufacturing systems. Currently, AGVs …

Emergency logistics planning in natural disasters

L Özdamar, E Ekinci, B Küçükyazici - Annals of operations research, 2004 - Springer
Logistics planning in emergency situations involves dispatching commodities (eg, medical
materials and personnel, specialised rescue equipment and rescue teams, food, etc.) to …