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 …

[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 …

Grammatical evolution of local search heuristics

EK Burke, MR Hyde, G Kendall - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Genetic programming approaches have been employed in the literature to automatically
design constructive heuristics for cutting and packing problems. These heuristics obtain …

Automating the packing heuristic design process with genetic programming

EK Burke, MR Hyde, G Kendall… - Evolutionary …, 2012 - direct.mit.edu
The literature shows that one-, two-, and three-dimensional bin packing and knapsack
packing are difficult problems in operational research. Many techniques, including exact …

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 …

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 …

Generalized hyper-heuristics for solving 2D regular and irregular packing problems

H Terashima-Marín, P Ross, CJ Farías-Zárate… - Annals of Operations …, 2010 - Springer
The idea behind hyper-heuristics is to discover some combination of straightforward
heuristics to solve a wide range of problems. To be worthwhile, such a combination should …

An effective heuristic for the two-dimensional irregular bin packing problem

E López-Camacho, G Ochoa… - Annals of Operations …, 2013 - Springer
This paper proposes an adaptation, to the two-dimensional irregular bin packing problem of
the Djang and Finch heuristic (DJD), originally designed for the one-dimensional bin …

[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 …