Markovian Quantum Neuroevolution for Machine Learning

We introduced a Markovian quantum neuroevolution algorithm that autonomously finds near-optimal quantum neural networks for different machine-learning tasks, highlighting the potential of genetic algorithms in quantum architecture search.

Citation: Z. Lu$^\ast$, P.-X. Shen$^\ast$, and D.-L. Deng, Physical Review Applied 16, 044039 (2021).