CUDA based evolutionary optimization

Created on June 30, 2025

2025   ·   High Performance Computing

Caption: Overview of the approach.

Developed a parallelized code utilizing CUDA for NVIDIA GPUs, optimizing the traveling salesman problem through a hybrid ant colony optimization - river flow dynamics. The parallelization improved computation speedup by 25x for task parallelism and a remarkable 120x enhancement when employing data parallelism.

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