Vehicle routing problem and related algorithms for logistics distribution: A literature review and classification

GD Konstantakopoulos, SP Gayialis… - Operational research, 2022 - Springer
The scheduling of deliveries and the routing of vehicles are of great importance for supply
chain operations, as both determine to a great extent the distribution costs, as well as …

Selecting training sets for support vector machines: a review

J Nalepa, M Kawulok - Artificial Intelligence Review, 2019 - Springer
Support vector machines (SVMs) are a supervised classifier successfully applied in a
plethora of real-life applications. However, they suffer from the important shortcomings of …

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 …

An effective discrete artificial bee colony algorithm for multi-AGVs dispatching problem in a matrix manufacturing workshop

WQ Zou, QK Pan, T Meng, L Gao, YL Wang - Expert Systems with …, 2020 - Elsevier
This paper addresses a new multiple automatic guided vehicle dispatching problem
(AGVDP) from material handling process in a matrix manufacturing workshop. The problem …

Solving generalized vehicle routing problem with occasional drivers via evolutionary multitasking

L Feng, L Zhou, A Gupta, J Zhong, Z Zhu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
With the emergence of crowdship** and sharing economy, vehicle routing problem with
occasional drivers (VRPOD) has been recently proposed to involve occasional drivers with …

A hybrid of ant colony and firefly algorithms (HAFA) for solving vehicle routing problems

R Goel, R Maini - Journal of Computational Science, 2018 - Elsevier
Vehicle routing problem is a classical NP-hard optimization problem. In the present study,
we developed a hybrid algorithm namely HAFA, which incorporates certain aspects of firefly …

A discrete firefly algorithm to solve a rich vehicle routing problem modelling a newspaper distribution system with recycling policy

E Osaba, XS Yang, F Diaz, E Onieva, AD Masegosa… - Soft Computing, 2017 - Springer
A real-world newspaper distribution problem with recycling policy is tackled in this work. To
meet all the complex restrictions contained in such a problem, it has been modeled as a rich …

An effective iterated greedy algorithm for solving a multi-compartment AGV scheduling problem in a matrix manufacturing workshop

WQ Zou, QK Pan, MF Tasgetiren - Applied Soft Computing, 2021 - Elsevier
In this paper, we address a multi-compartment automatic guided vehicle scheduling (MC-
AGVS) problem from a matrix manufacturing workshop that has attracted more and more …

Integrating distributed disassembly line balancing and vehicle routing problem in supply chain: Integer programming, constraint programming, and heuristic algorithms

ZA Çil, H Öztop, ZD Kenger, D Kizilay - International Journal of Production …, 2023 - Elsevier
Today, the fast-changing demands of customers force manufacturers to adapt their systems
to the variability. As a result of the recent advances in technology and transport systems …

An effective multi-objective evolutionary algorithm for solving the AGV scheduling problem with pickup and delivery

WQ Zou, QK Pan, L Wang - Knowledge-Based Systems, 2021 - Elsevier
This paper investigates a new automatic guided vehicle scheduling problem with pickup and
delivery from the goods handling process in a matrix manufacturing workshop with multi …