[HTML][HTML] A Hybrid Reinforcement Learning Algorithm for 2D Irregular Packing Problems

J Fang, Y Rao, X Zhao, B Du - Mathematics, 2023 - mdpi.com
Packing problems, also known as nesting problems or bin packing problems, are classic
and popular NP-hard problems with high computational complexity. Inspired by classic …

Cutting and packing problems under uncertainty: literature review and classification framework

K Hadj Salem, E Silva… - … Transactions in Operational …, 2023 - Wiley Online Library
Cutting and packing problems are hard combinatorial optimization problems that arise in
several manufacturing and process industries or in their supply chains. The solution of these …

Apron layout planning–Optimal positioning of aircraft stands

T Hagspihl, R Kolisch, P Fontaine, S Schiffels - … Research Part B …, 2024 - Elsevier
At many airports, space on the apron is scarce and has to be used efficiently. To that end, we
optimize the layout of aircraft parking positions adjacent to the airport terminal, pursuing two …

A branch‐and‐price‐based heuristic for the vehicle routing problem with two‐dimensional loading constraints and time windows

B Ji, S Zhou, D Zhang, SS Yu - International Transactions in …, 2024 - Wiley Online Library
Addressed in this study is a vehicle routing problem with two‐dimensional loading
constraints and time windows (2L‐CVRPTW), aiming to minimize the transportation cost …

An autonomous ore packing system through deep reinforcement learning

H Ren, R Zhong - Advances in Space Research, 2024 - Elsevier
In the contemporary era, the limited availability of terrestrial resources has prompted an
increasing number of nations to turn their attention towards space, wherein extraterrestrial …

Combining local branching and descent method for solving the multiple‐choice knapsack problem with setups

S Boukhari, M Hifi - International Transactions in Operational …, 2024 - Wiley Online Library
In this paper, the multiple‐choice knapsack problem with setups is tackled with an iterative
method, where both local branching and descent method cooperate. First, an iterative …

Improving Additive Manufacturing production planning: A sub-second pixel-based packing algorithm

Z Lu, K Hu, TS Ng - Computers & Industrial Engineering, 2023 - Elsevier
Additive Manufacturing (AM), the technology of rapid prototyping directly from 3D digital
models, has made a significant impact on both academia and industry. When facing the …

[HTML][HTML] The Normalized Direct Trigonometry Model for the Two-Dimensional Irregular Strip Packing Problem

G Pantoja-Benavides, D Álvarez-Martínez… - Mathematics, 2024 - mdpi.com
Background: The Irregular Strip Packing Problem (ISPP) involves packing a set of irregularly
shaped items within a strip while minimizing its length. Methods: This study introduces the …

[HTML][HTML] A stochastic optimization model for the irregular knapsack problem with uncertainty in the plate defects

LRS Queiroz, M Andretta - Pesquisa Operacional, 2022 - SciELO Brasil
The present research deals with the two-dimensional knapsack problem by considering the
cutting of irregular items from a rectangular plate with defects. While the defects are only …

[HTML][HTML] Optimization of a Rural Portfolio Credit Granting System Using Improved Two-Dimensional Strip Packing Grouping Delay Problem

H Huang, Y Li - Systems, 2022 - mdpi.com
Rural preferential loans usually take the form of portfolio credits. From the perspective of
public interest, the total delay time for obtaining loans is expected to be minimized. To use …