Rydberg-Blockade-Based Parity Quantum Optimization
Martin Lanthaler, Clemens Dlaska, Kilian Ender, Wolfgang Lechner
Abstract
We present a scalable architecture for solving higher-order constrained binary optimization (HCBO) problems on current neutral-atom hardware operating in the Rydberg blockade regime. In particular, we formulate the recently developed parity encoding of arbitrary connected HCBO problems as a maximum-weight independent set (MWIS) problem on disk graphs, that are directly encodable on such devices. Our architecture builds from small MWIS modules in a problem-independent way, crucial for practical scalability.
Topics & Concepts
ScalabilityRydberg formulaParity (physics)Binary numberQuantumPhysicsOptimization problemRydberg atomComputer scienceEncoding (memory)Set (abstract data type)AlgorithmTopology (electrical circuits)Quantum mechanicsMathematicsCombinatoricsArithmeticIonIonizationArtificial intelligenceDatabaseProgramming languageQuantum Computing Algorithms and ArchitectureQuantum Information and CryptographyQuantum and electron transport phenomena