Online Dynamic Algorithm Portfolios: Minimizing the computational cost of problem solving

This thesis presents methods for minimizing the computational effort of problem solving. Rather than looking at a particular algorithm, we consider the issue of computational complexity at a higher level, and propose techniques that, given a set of candidate algorithms, of unknown performance, learn...

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Bibliographic Details
Main Author: Gagliolo, Matteo
Other Authors: Schmidhuber, Juergen
Format: Doctoral Thesis
Language:en
Published: Università della Svizzera italiana, Lugano, Switzerland 2010
Subjects:
Online Access:http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/250787