On-line three-dimensional packing problems: A review of off-line and on-line solution approaches

S Ali, AG Ramos, MA Carravilla, JF Oliveira - Computers & Industrial …, 2022 - Elsevier
Abstract Three-Dimensional Packing Problems (3D-PPs) can be applied to effectively
reduce logistics costs in various areas, such as airline cargo management and warehouse …

A hybrid adaptive large neighborhood search algorithm for the large-scale heterogeneous container loading problem

Y Li, M Chen, J Huo - Expert Systems with Applications, 2022 - Elsevier
This paper aims to solve the large-scale heterogeneous container loading problem (HCLP),
which is an extensive form of the multiple container loading problem, in a limited time. The …

An optimization approach for a complex real-life container loading problem

M Gajda, A Trivella, R Mansini, D Pisinger - Omega, 2022 - Elsevier
We consider a real-world packing problem faced by a logistics company that loads and
ships hundreds of trucks every day. For each shipment, the cargo has to be selected from a …

Digital system for dynamic container loading with neural network-based memory exploiting hybrid genetic algorithm for carbon reduction

CF Chien, YB Lan, K Sethanan, CC Peng - Computers & Industrial …, 2024 - Elsevier
Global logistics are increasingly important owing to shifting paradigm by strategically
focusing on core competences, outsourcing manufacturing to pursue higher value …

Two-layer heuristic for the three-dimensional bin design and packing problem

Y Yang, Z Wu, X Hao, H Liu, M Qi - Engineering Optimization, 2024 - Taylor & Francis
The bin packing problem is a classical problem widely existing in practical applications,
such as shipping, warehousing and manufacturing industries. Whereas current research …

[HTML][HTML] A large neighbourhood search algorithm for solving container loading problems

Ö Şafak, G Erdoğan - Computers & Operations Research, 2023 - Elsevier
This paper presents a Large Neighbourhood Search (LNS) algorithm that finds an effective
packing of a set of items into containers. The aim of the LNS algorithm is to provide packing …

Application of metaheuristics algorithm on a multi-objective container loading problem considering container's utilization and vehicle's balance

RJ Kuo, PC Ho, FE Zulvia - Applied Soft Computing, 2023 - Elsevier
The container loading problem (CLP) intends to arrange a set of boxes into a container by
considering different aspects, such as the dimension and weight of the box, capacity of the …

Deep reinforcement learning for solving the single container loading problem

Y Hajlaoui, A Jaoua, SB Layeb - Engineering Optimization, 2023 - Taylor & Francis
In this article, a new deep Reinforcement Learning (RL) model is proposed to solve the
Single Container Loading Problem (SCLP) as well as the SCLP with full support. For that …

A multi-heuristic algorithm for multi-container 3-d bin packing problem optimization using real world constraints

AA Ananno, L Ribeiro - IEEE Access, 2024 - ieeexplore.ieee.org
With the growing demand for sustainable and optimal packaging solutions, this study
proposes a novel two-stage algorithm for the multi-container three-dimensional bin packing …

Modeling and solving the waste valorization production and distribution scheduling problem

GO Chagas, LC Coelho, M Darvish… - European Journal of …, 2023 - Elsevier
Bio-based waste valorization is one of the current trends in municipal waste management. It
decreases the amount of waste to be disposed of, reduces the sourcing of limited chemical …