FlexGP

FlexGP

We describe FlexGP, the first Genetic Programming system to perform symbolic regression on large-scale datasets on the cloud via massive data-parallel ensemble learning. FlexGP provides a decentralized, fault tolerant parallelization framework that runs many copies of Multiple Regression Genetic Pro...

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Bibliographic Details
Main Authors: Veeramachaneni, Kalyan (Contributor), Arnaldo, Ignacio (Contributor), Derby, Owen (Contributor), O'Reilly, Una-May (Contributor)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Laboratory for Information and Decision Systems (Contributor)
Format: Article
Language:English
Published: Springer Netherlands, 2016-07-01T20:33:34Z.
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