On-line three-dimensional packing problems: A review of off-line and on-line solution approaches
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 …
reduce logistics costs in various areas, such as airline cargo management and warehouse …
Solving 3D packing problem using Transformer network and reinforcement learning
Q Que, F Yang, D Zhang - Expert Systems with Applications, 2023 - Elsevier
The three-dimensional packing problem (3D-PP) is a classic NP-hard problem in operations
research and computer science. One of the most popular ways to solve the problem is …
research and computer science. One of the most popular ways to solve the problem is …
Automating bin packing: A layer building matheuristics for cost effective logistics
In this paper, we address the problem of automating the definition of feasible pallets
configurations. This issue is crucial for the competitiveness of logistic companies and is still …
configurations. This issue is crucial for the competitiveness of logistic companies and is still …
The pallet loading problem: Three-dimensional bin packing with practical constraints
F Gzara, S Elhedhli, BC Yildiz - European Journal of Operational Research, 2020 - Elsevier
Pallet loading requires the solution of a three-dimensional bin packing problem (3DBPP)
with additional requirements. In particular, vertical support and load bearing, which are not …
with additional requirements. In particular, vertical support and load bearing, which are not …
Adjustable robust reinforcement learning for online 3d bin packing
Designing effective policies for the online 3D bin packing problem (3D-BPP) has been a
long-standing challenge, primarily due to the unpredictable nature of incoming box …
long-standing challenge, primarily due to the unpredictable nature of incoming box …
Hybrid approach for solving real-world bin packing problem instances using quantum annealers
Efficient packing of items into bins is a common daily task. Known as Bin Packing Problem, it
has been intensively studied in the field of artificial intelligence, thanks to the wide interest …
has been intensively studied in the field of artificial intelligence, thanks to the wide interest …
Multi-objective 3D bin packing problem with load balance and product family concerns
The classical three-dimensional bin packing problem (3D-BPP) orthogonally packs a set of
rectangular items with varying dimensions into the minimum number of three-dimensional …
rectangular items with varying dimensions into the minimum number of three-dimensional …
Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation
The Bin Packing Problem (BPP) is a well-established combinatorial optimization (CO)
problem. Since it has many applications in our daily life, eg logistics and resource allocation …
problem. Since it has many applications in our daily life, eg logistics and resource allocation …
The 3D bin packing problem for multiple boxes and irregular items based on deep Q-network
H Liu, L Zhou, J Yang, J Zhao - Applied Intelligence, 2023 - Springer
Irregular packing in e-commerce warehouses is a special case of a three-dimensional box
packing problem (3DBPP). It is necessary to select the type and quantity of boxes and …
packing problem (3DBPP). It is necessary to select the type and quantity of boxes and …
Jampacker: An efficient and reliable robotic bin packing system for cuboid objects
Bin packing using a robotic arm is an important problem in the context of Industry 4.0. In this
work, we present a reliable and efficient bin packing system, called Jampacker. We propose …
work, we present a reliable and efficient bin packing system, called Jampacker. We propose …