[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 …

Exploration and exploitation in evolutionary algorithms: A survey

M Črepinšek, SH Liu, M Mernik - ACM computing surveys (CSUR), 2013 - dl.acm.org
“Exploration and exploitation are the two cornerstones of problem solving by search.” For
more than a decade, Eiben and Schippers' advocacy for balancing between these two …

Bio-inspired computation: Where we stand and what's next

J Del Ser, E Osaba, D Molina, XS Yang… - Swarm and Evolutionary …, 2019 - Elsevier
In recent years, the research community has witnessed an explosion of literature dealing
with the mimicking of behavioral patterns and social phenomena observed in nature towards …

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 …

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 …

[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 multi-facet survey on memetic computation

X Chen, YS Ong, MH Lim… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Memetic computation is a paradigm that uses the notion of meme (s) as units of information
encoded in computational representations for the purpose of problem-solving. It covers a …

A classification of hyper-heuristic approaches

EK Burke, M Hyde, G Kendall, G Ochoa… - Handbook of …, 2010 - Springer
The current state of the art in hyper-heuristic research comprises a set of approaches that
share the common goal of automating the design and adaptation of heuristic methods to …

[图书][B] Practical goal programming

D Jones, M Tamiz - 2010 - Springer
The setting and attainment of goals is a fundamental aspect of human decision making,
which is manifest in the modern discipline of operational research by the technique of goal …

Exploring hyper-heuristic methodologies with genetic programming

EK Burke, MR Hyde, G Kendall, G Ochoa… - … , fusion and emergence, 2009 - Springer
Hyper-heuristics represent a novel search methodology that is motivated by the goal of
automating the process of selecting or combining simpler heuristics in order to solve hard …