Hyper-heuristics: A survey of the state of the art

EK Burke, M Gendreau, M Hyde, G Kendall… - Journal of the …, 2013 - Taylor & Francis
Hyper-heuristics comprise a set of approaches that are motivated (at least in part) by the
goal of automating the design of heuristic methods to solve hard computational search …

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 …

[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 …

[图书][B] Knowledge-based configuration: From research to business cases

A Felfernig, L Hotz, C Bagley, J Tiihonen - 2014 - books.google.com
Knowledge-based Configuration incorporates knowledge representation formalisms to
capture complex product models and reasoning methods to provide intelligent interactive …

A unified hyper-heuristic framework for solving bin packing problems

E López-Camacho, H Terashima-Marin, P Ross… - Expert Systems with …, 2014 - Elsevier
One-and two-dimensional packing and cutting problems occur in many commercial contexts,
and it is often important to be able to get good-quality solutions quickly. Fairly simple …

Evolutionary multi-mode slime mold optimization: a hyper-heuristic algorithm inspired by slime mold foraging behaviors

R Zhong, E Zhang, M Munetomo - The Journal of Supercomputing, 2024 - Springer
This paper proposes a novel hyper-heuristic algorithm termed evolutionary multi-mode slime
mold optimization (EMSMO) for addressing continuous optimization problems. The …

DVRP: a hard dynamic combinatorial optimisation problem tackled by an evolutionary hyper-heuristic

P Garrido, MC Riff - Journal of Heuristics, 2010 - Springer
In this paper we propose and evaluate an evolutionary-based hyper-heuristic approach,
called EH-DVRP, for solving hard instances of the dynamic vehicle routing problem. A hyper …

[PDF][PDF] Configuration knowledge representation and reasoning

L Hotz, A Felfernig, M Stumptner, A Ryabokon… - 2014 - researchgate.net
Configuration Knowledge Representation and Reasoning Page 1 1 Configuration Knowledge
Representation and Reasoning Configuration Knowledge Representation and Reasoning …

[PDF][PDF] A survey of hyper-heuristics

EK Burke, M Hyde, G Kendall, G Ochoa… - … Technical Report No …, 2009 - academia.edu
Hyper-heuristics comprise a set of approaches with the common goal of automating the
design and tuning of heuristic methods to solve hard computational search problems. The …

Assessing hyper-heuristic performance

N Pillay, R Qu - Journal of the Operational Research Society, 2021 - Taylor & Francis
Limited attention has been paid to assessing the generality performance of hyper-heuristics.
The performance of hyper-heuristics has been predominately assessed in terms of optimality …