Search Results for author: Lishuang Wang

Found 2 papers, 2 papers with code

EvoGP: A GPU-accelerated Framework for Tree-based Genetic Programming

2 code implementations21 Jan 2025 Lishuang Wang, Zhihong Wu, Kebin Sun, Zhuozhao Li, Ran Cheng

However, GPU acceleration of TGP faces three key challenges: inefficient tree encoding, highly heterogeneous genetic operations, and limited parallelism in fitness evaluation.

Feature Engineering regression +1

Tensorized NeuroEvolution of Augmenting Topologies for GPU Acceleration

1 code implementation2 Apr 2024 Lishuang Wang, Mengfei Zhao, Enyu Liu, Kebin Sun, Ran Cheng

Through evaluations across a spectrum of robotics control environments in Brax, TensorNEAT achieves up to 500x speedups compared to the existing implementations such as NEAT-Python.

Computational Efficiency

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