Solving a new 3d bin packing problem with deep reinforcement learning method

H Hu, X Zhang, X Yan, L Wang, Y Xu - arXiv preprint arXiv:1708.05930, 2017 - arxiv.org
In this paper, a new type of 3D bin packing problem (BPP) is proposed, in which a number of
cuboid-shaped items must be put into a bin one by one orthogonally. The objective is to find …

A variable neighborhood search algorithm for the bin packing problem with compatible categories

LFOM Santos, RS Iwayama, LB Cavalcanti… - Expert Systems with …, 2019 - Elsevier
In this paper, we address the Bin Packing Problem with Compatible Categories (BPCC), a
challenging optimization problem that arises in the context of last mile distribution to …

Optimization of one-dimensional bin packing problem with island parallel grouping genetic algorithms

T Dokeroglu, A Cosar - Computers & Industrial Engineering, 2014 - Elsevier
The well-known one-dimensional Bin Packing Problem (BPP) of whose variants arise in
many real life situations is a challenging NP-Hard combinatorial optimization problem …

[HTML][HTML] The evolution of rectangular bin packing problem—A review of research topics, applications, and cited papers

S Mezghani, B Haddar… - Journal of Industrial and …, 2023 - aimsciences.org
Bin packing problem (BPP) is one of the fastest-growing research issues within the field of
combinatorial optimization. Over the last years, several studies carried out various BPP …

Compliant‐based robotic 3D bin packing with unavoidable uncertainties

W Shuai, Y Gao, P Wu, G Cui, Q Zhuang… - IET Control Theory & …, 2023 - Wiley Online Library
Robotic 3D bin packing (R‐3dBPP), aiming to place deformed cases in various sizes in the
container without fences, is a comprehensive application that includes perception, planning …

Variable-sized bin packing problem with conflicts and item fragmentation

A Ekici - Computers & Industrial Engineering, 2022 - Elsevier
In this paper, we study the Variable-Sized Bin Packing Problem with Conflicts and Item
Fragmentation (VSBPPC-IF) that has applications such as (i) the delivery planning of …

Two-dimensional bin-packing problem with conflicts and load balancing: A hybrid chaotic and evolutionary particle swarm optimization algorithm

B Sun, G Li, S Wang, C Xie - Computers & Industrial Engineering, 2025 - Elsevier
This paper studies the two-dimensional bin-packing problem with conflicts and load
balancing in logistics. Given a set of rectangular items which may conflict with each other …

Bin packing problem with conflicts and item fragmentation

A Ekici - Computers & Operations Research, 2021 - Elsevier
In this paper, we study the Bin Packing Problem with Conflicts and Item Fragmentation
(BPPC-IF) which has applications in the delivery and storage of items that cannot be packed …

Just-in-time logistics for far-distant suppliers: scheduling truck departures from an intermediate cross-docking terminal

S Schwerdfeger, N Boysen, D Briskorn - Or Spectrum, 2018 - Springer
Integrating far-distant suppliers, eg, from low-wage countries and other currency areas, into
concerted just-in-time (JIT) supply concepts is a delicate planning task. One enabler, eg …

A study on exponential-size neighborhoods for the bin packing problem with conflicts

R Capua, Y Frota, LS Ochi, T Vidal - Journal of Heuristics, 2018 - Springer
We propose an iterated local search based on several classes of local and large
neighborhoods for the bin packing problem with conflicts. This problem, which combines the …