high performance computing on graphics processing units: hgpu.org

hgpu.org » Evolutionary Computations

PUGACE, a cellular Evolutionary Algorithm framework on GPUs

Nicolas Soca, Jose Luis Blengio, Martin Pedemonte, Pablo Ezzatti

View

Tags: Algorithms, Computer science, CUDA, Evolutionary Computations, Metaheuristics, nVidia, nVidia GeForce 9800 GTX, Optimization

August 7, 2011 by hgpu

EASEA: specification and execution of evolutionary algorithms on GPGPU

Ogier Maitre, Frederic Kruger, Stephane Querry, Nicolas Lachiche, Pierre Collet

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, Evolutionary Computations, Genetic programming, nVidia, nVidia GeForce GTX 480, Package

July 1, 2011 by hgpu

Differential evolution algorithm on the GPU with C-CUDA

L.P. de Veronese, R.A. Krohling

Tags: Algorithms, Computer science, CUDA, Differential evolution, Evolutionary Computations, nVidia

May 11, 2011 by hgpu

Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison

Juan Gomez-Pulido, Miguel Vega-Rodriguez, Juan Sanchez-Perez, Silvio Priem-Mendes, Vitor Carreira

Tags: Computer science, Evolutionary Computations, FPGA, Genetic programming, Performance

May 4, 2011 by hgpu

Accelerating Particle Swarm Algorithm with GPGPU

M. Cadenas-Montes, M.A. Vega-Rodriguez, J.J. Rodriguez-Vazquez, A. Gomez-Iglesias

Tags: Algorithms, Computer science, Evolutionary Computations, Optimization

April 16, 2011 by hgpu

Fitting multi-planet transit models to photometric time-data series by evolution strategies

Andreas M. Chwatal, Gunther R. Raidl, Michael Zoch

View

Download (PDF)

Tags: Algorithms, Astrophysics, CUDA, Earth and Planetary Astrophysics, Evolutionary Computations, nVidia, nVidia GeForce 9600 GT, Physics

February 7, 2011 by hgpu

GPGPU-compatible archive based stochastic ranking evolutionary algorithm (G-ASREA) for multi-objective optimization

Deepak Sharma, Pierre Collet

Tags: Algorithms, Computer science, Evolutionary Computations

February 4, 2011 by hgpu

Parallel Evolutionary Algorithms on Consumer-Level Graphics Processing Unit

Tien-Tsin Wong and Man Leung Wong

Tags: Algorithms, Computer science, Evolutionary Computations, Genetic programming

January 23, 2011 by hgpu

Rapid evaluation and evolution of neural models using graphics card hardware

Thomas F. Clayton, Leena N. Patel, Gareth Leng, Alan F. Murray, Iain A.B. Lindsay

View

Download (PDF)

Tags: Algorithms, Bioinformatics, Biology, CUDA, Evolutionary Computations, nVidia, nVidia GeForce 8800 GTX

January 13, 2011 by hgpu

Nonlinear optimization with a massively parallel Evolution Strategy-Pattern Search algorithm on graphics hardware

Weihang Zhu

Tags: Computer science, Evolutionary Computations, Pattern Search

November 9, 2010 by hgpu

CLUEstering: a high-performance density-based clustering library for scientific computing

* * *

high performance computing on graphics processing units: hgpu.org

PUGACE, a cellular Evolutionary Algorithm framework on GPUs

EASEA: specification and execution of evolutionary algorithms on GPGPU

Differential evolution algorithm on the GPU with C-CUDA

Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison

Accelerating Particle Swarm Algorithm with GPGPU

Fitting multi-planet transit models to photometric time-data series by evolution strategies

GPGPU-compatible archive based stochastic ranking evolutionary algorithm (G-ASREA) for multi-objective optimization

Parallel Evolutionary Algorithms on Consumer-Level Graphics Processing Unit

Rapid evaluation and evolution of neural models using graphics card hardware

Nonlinear optimization with a massively parallel Evolution Strategy-Pattern Search algorithm on graphics hardware

Recent source codes

CLUEstering: a high-performance density-based clustering library for scientific computing

PyOMP: OpenMP for Python in Numba

HiRep

GPPerf: Energy-Aware GPU Performance Prediction and Optimization Framework

gpuPairHMM: Ultra-fast GPU-based PairHMM for DNA Variant Calling

Gaia AVU-GSR

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

Most viewed papers (last 30 days)