"RIV/00216305:26230/10:PU89612" . "978-80-214-4140-8" . . . . . "Genetic algorithm, a robust, stochastic optimization technique, is effective insolving many practical problems in science, engineering, and business domains. Unfortunatelly, execution usually takes a long time. In this paper, I study possibility of utilization\u00A0consumer-level graphics cards for acceleration of GA’s. A mapping of parallel island genetic algorithm to CUDA software model is designed and tested on GeForce 8800GTX,\u00A0GTX260-SP216 and GTX285 GPU’s using Rosenbrock’s, Griewank’s and Michalewicz’s\u00A0benchmark functions. Results indicates that this optimization leads to speedups up to seven\u00A0thousand times compared to single CPU thread while maintaing reasonable results quality."@en . . . "Parallel Genetic Algorithm, PGA, CUDA, Island Model, Galib, Speedup, GPU"@en . "Genetic algorithm, a robust, stochastic optimization technique, is effective insolving many practical problems in science, engineering, and business domains. Unfortunatelly, execution usually takes a long time. In this paper, I study possibility of utilization\u00A0consumer-level graphics cards for acceleration of GA’s. A mapping of parallel island genetic algorithm to CUDA software model is designed and tested on GeForce 8800GTX,\u00A0GTX260-SP216 and GTX285 GPU’s using Rosenbrock’s, Griewank’s and Michalewicz’s\u00A0benchmark functions. Results indicates that this optimization leads to speedups up to seven\u00A0thousand times compared to single CPU thread while maintaing reasonable results quality." . . . "Brno" . "\u010Ce\u0161kovice" . "[F93D58E578F9]" . "P(GAP103/10/1517), S, Z(MSM0021630528)" . . . "Vysok\u00E9 u\u010Den\u00ED technick\u00E9 v Brn\u011B. Fakulta informa\u010Dn\u00EDch technologi\u00ED" . . "GPU-Based Acceleration of the Genetic Algorithm"@en . "1"^^ . . "2010-09-13+02:00"^^ . "1"^^ . . "Posp\u00EDchal, Petr" . . . . "GPU-Based Acceleration of the Genetic Algorithm" . . . . "RIV/00216305:26230/10:PU89612!RIV12-GA0-26230___" . . . "260917" . "GPU-Based Acceleration of the Genetic Algorithm"@en . "26230" . "6"^^ . "Po\u010D\u00EDta\u010Dov\u00E9 architektury a diagnostika 2010" . . "GPU-Based Acceleration of the Genetic Algorithm" . .