Blar i SINTEF Open på forfatter "Fuchs, Franz Georg"
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Constraint Preserving Mixers for the Quantum Approximate Optimization Algorithm
Fuchs, Franz Georg; Lye, Kjetil Olsen; Nilsen, Halvor Møll; Stasik, Alexander Johannes; Sartor, Giorgio (Peer reviewed; Journal article, 2022)The quantum approximate optimization algorithm/quantum alternating operator ansatz (QAOA) is a heuristic to find approximate solutions of combinatorial optimization problems. Most of the literature is limited to quadratic ... -
Efficient Encoding of the Weighted MAX k-CUT on a Quantum Computer Using QAOA
Fuchs, Franz Georg; Kolden, Herman Øie; Aase, Niels Henrik; Sartor, Giorgio (Peer reviewed; Journal article, 2021)The weighted MAX k-CUT problem consists of finding a k-partition of a given weighted undirected graph G(V, E), such that the sum of the weights of the crossing edges is maximized. The problem is of particular interest as ... -
Uncertainty quantification for linear hyperbolic equations with stochastic process or random field coefficients
Barth, Andrea; Fuchs, Franz Georg (Journal article; Peer reviewed, 2017)In this paper hyperbolic partial differential equations with random coefficients are discussed. Such random partial differential equations appear for instance in traffic flow problems as well as in many physical processes ...