Search Results for author: Tiago Martins

Found 4 papers, 1 papers with code

Speed Benchmarking of Genetic Programming Frameworks

no code implementations25 May 2021 Francisco Baeta, João Correia, Tiago Martins, Penousal Machado

Genetic Programming (GP) is known to suffer from the burden of being computationally expensive by design.

Benchmarking

TensorGP -- Genetic Programming Engine in TensorFlow

1 code implementation12 Mar 2021 Francisco Baeta, João Correia, Tiago Martins, Penousal Machado

In this paper, we resort to the TensorFlow framework to investigate the benefits of applying data vectorization and fitness caching methods to domain evaluation in Genetic Programming.

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