Verfahren und System zur Lösung Robuster Optimierungsprobleme

Details

Veröffentlichungs-Nr.

EP4818988

Anmeldetag

4. April 2025

Veröffentlichung

7. Oktober 2026

Rechtsraum

EP

IPC

G06N10/20, G06N10/60, G06N5/01

Abstract

A computer implemented method for obtaining a set <img class="EMIRef" id="21062333-9fdf-4185-a9f3-34e408d2be67-ia01" /> of one or more robust solutions xr to a classical robust optimization problem is provided. The one or more robust solutions provide optimal values of one or more cost functions C(x, α), each cost function being a function of one or more variables x and of one or more scenario variables α ∈ , representing all possible scenarios, each scenario being characterized by a respective set of scenario variables α, and where each robust solution is specified by a set of parameters γ and by the scenario variables α. The hybrid quantum-classical computer system comprises a classical computation component and a quantum information processing (QIP) component that are used together to solve the robust optimization problem. While performing the method, the QIP component executes a parameterized quantum circuit with the set of parameters and using the set of scenario variables.

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Firmen

Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung
Honda Research Institute Europe GmbH

Land

🇩🇪 Deutschland

Fachgebiete