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 reinforcement learning: great-deluge hyper-heuristic for examination timetabling

E Özcan, M Misir, G Ochoa, EK Burke - Modeling, analysis, and …, 2012 - igi-global.com
Hyper-heuristics can be identified as methodologies that search the space generated by a
finite set of low level heuristics for solving search problems. An iterative hyper-heuristic …

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 …

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] 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 …

[PDF][PDF] A genetic programming hyper-heuristic approach to automated packing

MR Hyde - 2010 - academia.edu
This thesis presents a programme of research which investigated a genetic programming
hyper-heuristic methodology to automate the heuristic design process for one, two and three …

Develo** a context-aware ubiquitous learning system based on a hyper-heuristic approach by taking real-world constraints into account

PY Yin, KH Chuang, GJ Hwang - Universal Access in the Information …, 2016 - Springer
In a context-aware ubiquitous learning environment, learning systems are aware of students'
locations and learning status in the real world via the use of sensing technologies which …

A new hyperheuristic algorithm for cross-domain search problems

A Lehrbaum, N Musliu - International Conference on Learning and …, 2012 - Springer
This paper describes a new hyperheuristic algorithm that performs well over a variety of
different problem classes. A novel method for switching between working on a single …

Soft Computing en problemas de optimización dinámicos

J Fajardo Calderín - 2016 - digibug.ugr.es
La presente investigaci´ on se centra en el estudio, dise˜ no y evaluaci´ on de esquemas de
portafolio basados en metaheur´ ısticas para abordar problemas de optimizaci´ on din´ …