Grover Search for Portfolio Selection
Computational Finance
2023-08-28 v1 Quantum Physics
Abstract
We present explicit oracles designed to be used in Grover's algorithm to match investor preferences. Specifically, the oracles select portfolios with returns and standard deviations exceeding and falling below certain thresholds, respectively. One potential use case for the oracles is selecting portfolios with the best Sharpe ratios. We have implemented these algorithms using quantum simulators.
Cite
@article{arxiv.2308.13063,
title = {Grover Search for Portfolio Selection},
author = {A. Ege Yilmaz and Stefan Stettler and Thomas Ankenbrand and Urs Rhyner},
journal= {arXiv preprint arXiv:2308.13063},
year = {2023}
}