[HTML][HTML] Recent advances in selection hyper-heuristics

JH Drake, A Kheiri, E Özcan, EK Burke - European Journal of Operational …, 2020 - Elsevier
Hyper-heuristics have emerged as a way to raise the level of generality of search techniques
for computational search problems. This is in contrast to many approaches, which represent …

[HTML][HTML] Hyper-heuristics: A survey and taxonomy

T Dokeroglu, T Kucukyilmaz, EG Talbi - Computers & Industrial Engineering, 2024 - Elsevier
Hyper-heuristics are search techniques for selecting, generating, and sequencing (meta)-
heuristics to solve challenging optimization problems. They differ from traditional (meta) …

A classification of hyper-heuristic approaches: revisited

EK Burke, MR Hyde, G Kendall, G Ochoa… - Handbook of …, 2019 - Springer
Hyper-heuristics comprise a set of approaches that aim to automate the development of
computational search methodologies. This chapter overviews previous categorisations of …

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 …

[图书][B] Hyper-heuristics: theory and applications

N Pillay, R Qu - 2018 - Springer
Hyper-heuristics is a fairly recent technique that aims at effectively solving various real-world
optimization problems. This is the first book on hyper-heuristics, and aims to bring together …

A review on learning to solve combinatorial optimisation problems in manufacturing

C Zhang, Y Wu, Y Ma, W Song, Z Le… - IET Collaborative …, 2023 - Wiley Online Library
An efficient manufacturing system is key to maintaining a healthy economy today. With the
rapid development of science and technology and the progress of human society, the …

A systematic review of hyper-heuristics on combinatorial optimization problems

M Sánchez, JM Cruz-Duarte… - IEEE …, 2020 - ieeexplore.ieee.org
Hyper-heuristics aim at interchanging different solvers while solving a problem. The idea is
to determine the best approach for solving a problem at its current state. This way, every time …

Matheuristics for the irregular bin packing problem with free rotations

A Martinez-Sykora, R Alvarez-Valdés… - European Journal of …, 2017 - Elsevier
We present a number of variants of a constructive algorithm able to solve a wide variety of
variants of the Two-Dimensional Irregular Bin Packing Problem (2DIBPP). The aim of the …

Just-in-time two-dimensional bin packing

S Polyakovskiy, R M'Hallah - Omega, 2021 - Elsevier
This paper considers the on-time guillotine cutting of small rectangular items from large
rectangular bins. Items assigned to a bin define the bins' processing time. Consequently, an …

A branch‐and‐cut algorithm for the irregular strip packing problem with uncertain demands

LR Souza Queiroz, M Andretta - International Transactions in …, 2022 - Wiley Online Library
This work presents a tailored branch‐and‐cut algorithm for the two‐dimensional irregular
strip packing problem with uncertain demand for the items to be cut. A two‐stage stochastic …