Shallow Variational Circuits for Constrained Portfolio Selection

Abstract

We benchmark a depth-4 variational quantum circuit against classical solvers on constrained portfolio selection with up to 18 assets. On simulator and on trapped-ion hardware the quantum approach matches classical solutions for small instances but shows no advantage at this scale. We report full circuit definitions, seeds and device calibration so results can be reproduced.