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Hyper-heuristcs An Emerging Search Technology

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Hyper-heuristcs An Emerging Search Technology
Shared by: garrickWilliams
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posted:
8/19/2009
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English
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Hyper-heuristcs : An Emerging Search Technology

We introduce an emerging methodology in search and optimisation.

The aim of this approach, which has been termed hyper-heuristics, is

to raise the level of generality at which optimisation systems can

operate. The hope is that hyper-heuristics will lead to more general

systems that are able to handle a wider range of problem domains

than current (meta-)heuristic approaches, which tend to be

customised to a particular class of problems or even specific problem

instances.

Hyper-heuristics are broadly concerned with intelligently choosing the

right heuristic (or algorithm) at each decision point to produce

solutions which are good enough, soon enough, cheap enough.

In this talk we will give a brief history of this emerging area and

discuss the progress made to date.


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