high performance computing on graphics processing units: hgpu.org

hgpu.org » Genetic programming

Evolving Soft Robotic Locomotion in PhysX

John Rieffel, Frank Saunders, Shilpa Nadimpalli, Harvey Zhou, Soha Hassoun, Jason Rife, Barry Trimmer

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce 9800 GT

January 22, 2011 by hgpu

Evaluating the cell broadband engine as a platform to run estimation of distribution algorithms

Carlos Perez-Miguel, Jose Miguel-Alonso and Alexander Mendiburu

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Tags: Algorithms, Computer science, Genetic programming, Playstation

January 22, 2011 by hgpu

Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs

Tony E. Lewis, George D. Magoulas

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce 8800 GT, Programming techniques

January 22, 2011 by hgpu

Distributed genetic programming on GPUs using CUDA

Simon Harding, Wolfgang Banzhaf

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce 8200, Programming techniques, Tutorial

January 22, 2011 by hgpu

Improving SMT performance: an application of genetic algorithms to configure resizable caches

Josefa Diaz, J. Ignacio Hidalgo, Francisco Fernandez, Oscar Garnica, Sonia Lopez

Tags: Artificial intelligence, Computer science, Genetic programming

January 22, 2011 by hgpu

Accelerating evolutionary computation with graphics processing units

Wolfgang Banzhaf, Simon Harding

Tags: Algorithms, Computer science, Genetic programming, Programming techniques, Tutorial

January 22, 2011 by hgpu

Parallel genetic algorithm on the CUDA architecture

Petr Pospichal, Jiri Jaros and Josef Schwarz

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 285

January 22, 2011 by hgpu

Parallel Genetic Algorithm Solving 0/1 Knapsack Problem Running on the GPU

Petr Pospichal, Josef Schwarz and Jiri Jaros

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 260

January 22, 2011 by hgpu

EASEA parallelization of tree-based Genetic Programming

Ogier Maitre, S. Querry, Nicolas Lachiche and Pierre Collet

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 295, Package

January 22, 2011 by hgpu

Speedups between x70 and x120 for a generic local search (memetic) algorithm on a single GPGPU chip

Frederic Kruger, Ogier Maitre, Santiago Jimenez, Laurent Baumes and Pierre Collet

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 295, Package, Poster

January 21, 2011 by hgpu

Fast Evaluation of GP Trees on GPGPU by Optimizing Hardware Scheduling

Ogier Maitre, Nicolas Lachiche and Pierre Collet

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 295, Package, Poster

January 21, 2011 by hgpu

GP on SPMD parallel graphics hardware for mega Bioinformatics data mining

William B. Langdon, Andrew P. Harrison

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Tags: Computer science, Genetic programming, nVidia, nVidia GeForce 8800 GTX, OpenGL, Package, RapidMind

January 21, 2011 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

See all packages

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high performance computing on graphics processing units: hgpu.org

Evolving Soft Robotic Locomotion in PhysX

Evaluating the cell broadband engine as a platform to run estimation of distribution algorithms

Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs

Distributed genetic programming on GPUs using CUDA

Improving SMT performance: an application of genetic algorithms to configure resizable caches

Accelerating evolutionary computation with graphics processing units

Parallel genetic algorithm on the CUDA architecture

Parallel Genetic Algorithm Solving 0/1 Knapsack Problem Running on the GPU

EASEA parallelization of tree-based Genetic Programming

Speedups between x70 and x120 for a generic local search (memetic) algorithm on a single GPGPU chip

Fast Evaluation of GP Trees on GPGPU by Optimizing Hardware Scheduling

GP on SPMD parallel graphics hardware for mega Bioinformatics data mining

Recent source codes

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

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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