Parity Quantum Optimization: Encoding Constraints

Author:

Drieb-Schön Maike12,Ender Kilian12,Javanmard Younes1,Lechner Wolfgang12

Affiliation:

1. Parity Quantum Computing GmbH, A-6020 Innsbruck, Austria

2. Institute for Theoretical Physics, University of Innsbruck, A-6020 Innsbruck, Austria

Abstract

Constraints make hard optimization problems even harder to solve on quantum devices because they are implemented with large energy penalties and additional qubit overhead. The parity mapping, which has been introduced as an alternative to the spin encoding, translates the problem to a representation using only parity variables that encodes products of spin variables. In combining exchange interaction and single spin flip terms in the parity representation, constraints on sums and products of arbitrary k-body terms can be implemented without additional overhead in two-dimensional quantum systems.

Funder

Austrian Science Fund

Publisher

Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften

Subject

Physics and Astronomy (miscellaneous),Atomic and Molecular Physics, and Optics

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Flexible constraint compilation in the parity architecture;Physical Review A;2023-10-12

2. Encoding-independent optimization problem formulation for quantum computing;Frontiers in Quantum Science and Technology;2023-09-07

3. Quantum computing for finance;Nature Reviews Physics;2023-07-11

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