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When a local Hamiltonian must be frustration-free
Or Sattath1, Siddhardh C Morampudi2, Chris R Laumann3
1Computer Science Division, University of California, Berkeley, CA 94704;
We developed a quantum computing method to identify frustration-free Hamiltonians, crucial for quantum optimization and physics. This approach uses classical statistical mechanics to efficiently analyze complex quantum systems.
Area of Science:
- Quantum Information Science
- Quantum Many-Body Physics
- Computational Complexity Theory
Background:
- Many quantum optimization problems are equivalent to finding if a system's Hamiltonian is frustration-free (ground state at zero energy).
- Frustration-free Hamiltonians are fundamental for understanding novel quantum phases of matter.
- Determining if a Hamiltonian is frustration-free is computationally intractable.
Purpose of the Study:
- To develop efficient heuristics and algorithms for identifying frustration-free Hamiltonians.
- To establish a general criterion guaranteeing a local Hamiltonian is frustration-free.
Main Methods:
- Quantum lifting of Shearer's theorem from classical probability theory.
- Classical analysis of a hardcore lattice gas at negative fugacity on the interaction graph.
- Application of spin glass physics tools to random quantum satisfiability problems.
Main Results:
- A sufficient condition is proven for local Hamiltonians to be frustration-free.
- The evaluation of this condition involves classical statistical mechanics, specifically a lattice gas model.
- New bounds are derived for the satisfiable-to-unsatisfiable transition in random quantum satisfiability problems.
Conclusions:
- The study provides a novel, efficient method for analyzing quantum Hamiltonians by leveraging classical statistical mechanics.
- The findings offer insights into quantum phases of matter, computational complexity, and random quantum satisfiability.
- This work highlights the synergy between classical statistical mechanics, quantum computation, and complexity theory.
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