Accelerated parallel genetic programming tree evaluation with ...

The first condition says that candidate solutions must be represented on a GP system, hence being able to undergo sustained genetic operations, like crossover ...

▻ We propose a parallel GP implementation in OpenCL for accelerated tree evaluation. ▻ On the GPU we could achieve 13 billion node evaluations per second. ▻ The ...

Accelerated parallel genetic programming tree evaluation with ...

Andre, D. and Koza, J.R., A parallel implementation of genetic programming that achieves super-linear performance. Inform. Sci. v106 i3-4. 201-218 ...

[PDF] Accelerated parallel genetic programming tree evaluation with ...

Semantic Scholar extracted view of "Accelerated parallel genetic programming tree evaluation with OpenCL" by D. A. Augusto et al.

Accelerated parallel genetic programming tree evaluation with ...

Accelerated parallel genetic programming tree evaluation with OpenCL. Created by W.Langdon from gp-bibliography.bib Revision:1.7989. @Article{Augusto2012,.

(PDF) Accelerated parallel genetic programming tree evaluation ...

Things get worse when the optimization algorithm needs to evaluate a population of programs for several iterations, which is the case of genetic programming.

Accelerated parallel genetic programming tree evaluation with ...

... Parallel and Distributed Computing, volume 73, issue 1, pages 86-100. Accelerated parallel genetic programming tree evaluation with OpenCL. Douglas A. Augusto ...

Toward a Robust, Reconfigurable Hardware Accelerator for Tree ...

Abstract: Genetic programming (GP) is a general, broadly effective procedure by which computable solutions are constructed from high-level objectives.

Using FPGA Devices to Accelerate Tree-Based Genetic Programming

parallel to program evaluation. We determine a model for the tree at compile ... urable acceleration for genetic programming fitness evaluation in trading ...

Accelerated parallel genetic programming tree evaluation with ...

Accelerated parallel genetic programming tree evaluation with OpenCL. Resource URI: https://dblp.l3s.de/d2r/resource/publications/journals/jpdc/AugustoB13.

EASEA Parallelization of Tree-Based Genetic Programming

Classical instances of GP deal with large populations and execution time can be quite substantial, but can also be reduced by parallelizing the algorithm, since ...

Designing Optimal Binary Search Tree Using Parallel Genetic ...

Also a dynamic programming method has been accelerated by using of a parallel genetic algorithm. In this case, by increasing the size of data, speed-up ...

Accelerated parallel genetic programming tree evaluation with ... - dblp

Douglas Adriano Augusto, Helio J. C. Barbosa: Accelerated parallel genetic programming tree evaluation with OpenCL. J. Parallel Distributed Comput.

Accelerating GP Genome Evaluation Through Real Compilation with ...

Accelerated parallel genetic programming tree evaluation with OpenCL. Journal of Parallel and Distributed. Computing 73, 1 (2013), 86–100. [2] ...

LNCS 4445 - Fast Genetic Programming on GPUs

Keywords: Genetic programming, Graphics Card Acceleration, Parallel ... effect the tree only has to be parsed once - with the function evaluation performed.

Scaling Genetic Programming for Data Classification using ...

[13] D. A. Augusto and H. J. C. Barbosa, “Accelerated paral- lel genetic programming tree evaluation with OpenCL,”. J. Parallel Distrib. Comput., vol. 73, no ...

Accelerated parallel genetic programming tree evaluation with ...

Accelerated parallel genetic programming tree evaluation with OpenCL. Author: AUGUSTO, Douglas A1 ; BARBOSA, Helio J. C1 2 [1] Laboratório Nacional de ...

(PDF) Accelerating Genetic Programming using GPUs - ResearchGate

The selection and evaluation steps of the generational GP algorithm are parallelized using CUDA. We introduce representing candidate solution ...

Tree-based genetic programming | Evolutionary and ... - Fiveable

Tree-based genetic programming is a powerful evolutionary algorithm that evolves computer programs using tree structures.

arXiv:1809.07406v1 [cs.NE] 19 Sep 2018

GP programs are evaluated in parallel over blocks of ... Augusto, D.A., Barbosa, H.J.: Accelerated parallel genetic programming tree eval-.