high performance computing on graphics processing units: hgpu.org

hgpu.org » Genetic programming

Optimization of parallel Genetic Algorithms for nVidia GPUs

Mohamed Wahib, Asim Munawar, Masaharu Munetomo, Kiyoshi Akama

Tags: Algorithms, Computer science, Evolutionary Computations, Genetic programming, nVidia, Optimization, Review, Tesla C1060

August 9, 2011 by hgpu

Evolutionary Quantum Logic Synthesis of Boolean Reversible Logic Circuits Embedded in Ternary Quantum Space using Heuristics

Maartin Lukac, Marek Perkowski, Michitaka Kameyama

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Tags: Artificial intelligence, CUDA, Genetic programming, nVidia, Physics, Quantum Physics

July 19, 2011 by hgpu

EASEA: specification and execution of evolutionary algorithms on GPGPU

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

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Source codes

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

July 1, 2011 by hgpu

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

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Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Using a GPU-CPU architecture to speed up a GA-based real-time system for trading the stock market

Ivan Contreras, Yiyi Jiang, J. Hidalgo, Laura Nunez-Letamendia

Tags: Finance, Genetic programming

May 24, 2011 by hgpu

Improving performance for emergent environments parameter tuning and simulation in games using GPU

C. Salwala, V. Kotrajaras, P. Horkaew

Tags: Computer science, Games, Genetic programming

May 22, 2011 by hgpu

Stock trading strategy creation using GP on GPU

Dave McKenney, Tony White

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Tags: Computer science, CUDA, Genetic programming, nVidia

May 10, 2011 by hgpu

A Parallel Immune Algorithm Based on Fine-Grained Model with GPU-Acceleration

Jianming Li, Lihua Zhang, Linlin Liu

Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, Optimization

May 7, 2011 by hgpu

Stereo Matching Algorithm Using Population-Based Incremental Learning on GPU

Dong-Hu Nie, Kyu-Phil Han, Heng-Suk Lee

Tags: Algorithms, Genetic programming, Image processing

May 7, 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

Design optimization of automotive electronic control unit using the analysis of common-mode current by fast electromagnetic field solver

Y. Okazaki, M. Unno, T. Uno, H. Asai

Tags: Electrodynamics, FDTD, Finite-difference time-domain, Genetic programming, Optimization

April 23, 2011 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

See all packages

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high performance computing on graphics processing units: hgpu.org

Optimization of parallel Genetic Algorithms for nVidia GPUs

Evolutionary Quantum Logic Synthesis of Boolean Reversible Logic Circuits Embedded in Ternary Quantum Space using Heuristics

EASEA: specification and execution of evolutionary algorithms on GPGPU

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Using a GPU-CPU architecture to speed up a GA-based real-time system for trading the stock market

Improving performance for emergent environments parameter tuning and simulation in games using GPU

Stock trading strategy creation using GP on GPU

A Parallel Immune Algorithm Based on Fine-Grained Model with GPU-Acceleration

Stereo Matching Algorithm Using Population-Based Incremental Learning on GPU

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

Design optimization of automotive electronic control unit using the analysis of common-mode current by fast electromagnetic field solver

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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