Carla P. Gomes and Bart Selman. Algorithm portfolios. Journal of Artificial Intelligence, 126:43--62, 2001. Home/Search Document Not in Database Summary Related Articles Check |
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Randomization and Heavy-Tailed Behavior in Proof Planning - Meier (2000) (Correct)
.... AT DES SAARLANDES FACHBEREICH INFORMATIK D 66041 SAARBR UCKEN GERMANY WWW: http: www.ags.uni sb.de U NIV E R S I T A S S A R A V E N S I S AGS 2000 SEKI Report ISSN 1437 4447 Randomization and Heavy Tailed Behavior in Proof Planning Andreas Meier SEKI Report SR 00 03 Acknowledgment All the experiments described in this report I did during a two month visit to the Cornell University, Ithaca (NY) USA. At Cornell my work was ....
....the phenomenon of so called heavy tailed cost distributions. Such heavy tailed cost distributions indicate that there is on the one hand a considerable fraction of very short runs, but on the other hand a non negligible fraction of very long runs. Recent work in Artificial Intelligence ( GSMT98, GSK98, GSCK00]) tries to make use of the short runs by introducing randomization into the heuristic search procedures and restarting the randomized search procedure on the same problem as soon as a cutoff value is reached. For instance, it turned out that there is heavy tailed behavior in some planning domains ....
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Carla P. Gomes and Bart Selman. Algorithm portfolios. Journal of ???, ?:???--???, 200.
A Grid-based Application of - Machine Learning To (2004) (Correct)
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Carla P. Gomes and Bart Selman. Algorithm portfolios. Journal of Artificial Intelligence, 126:43--62, 2001.
Adaptive Online Time Allocation to Search Algorithms - Gagliolo, Zhumatiy.. (2004) (Correct)
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Carla P. Gomes and Bart Selman. Algorithm portfolios. Artificial Intelligence, 126(1--2):43--62, 2001.
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