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Preprocessing
Rigorous Theory of Preprocessing is the project funded by the
European Research Council (ERC)
via the
Advanced Investigator Grant
scheme. The project duration is five years, starting from April 2011.
The main research goal of the project is the quest for rigorous mathematical theory explaining the power and failure of heuristics.
The incapability of current computational models to explain the success of heuristic algorithms in practical computing is the subject of wide discussion for more than four decades.
Within this project we study of a large family of heuristics:
Preprocessing (data reduction or kernelization). Preprocessing is a reduction of the problem to a simpler one and this is the type of algorithms used in almost every application.
The project aims to develop new theory of polynomial time compressibility. Understanding the origin of compressibility will serve to build more powerful heuristic algorithms, as well as to explain the behaviour of preprocessing.
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Positions
There are several
research positions at postdoctoral level associated with this project. Please contact Fedor Fomin for details.
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Events
TW(BGO)-11 +++ WORKER 2011
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Links
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Selected Publications
to appear
