Using a Quantum Annealer to Solve a Real Business Cycle Model - Marginal REVOLUTION
From Jesús Fernández-Villaverde and Isaiah J. Hull a new paper: NBER 31326: We introduce a novel approach to solving dynamic programming problems, such as those in many economic models, on a quantum annealer, a specialized device that performs combinatorial optimization. Quantum annealers attempt to solve an NP-hard problem by starting in a quantum superposition of […]
From Jesús Fernández-Villaverde and Isaiah J. Hull a new paper: NBER 31326 : We introduce a novel approach to solving dynamic programming problems, such as those in many economic models, on a quantum annealer, a specialized device that performs combinatorial optimization. Quantum annealers attempt to solve an NP-hard problem by starting in a quantum superposition of all states and generating candidate global solutions in milliseconds, irrespective of problem size. Using existing quantum hardware, we achieve an order-of-magnitude speed-up in solving the real business cycle model over benchmarks
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