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Erschienen in: Quantum Information Processing 1/2015

01.01.2015

The commuting local Hamiltonian problem on locally expanding graphs is approximable in \(\mathsf{{NP}}\)

verfasst von: Dorit Aharonov, Lior Eldar

Erschienen in: Quantum Information Processing | Ausgabe 1/2015

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Abstract

The local Hamiltonian problem is famously complete for the class \(\mathsf{{QMA}}\), the quantum analogue of \(\mathsf{{NP}}\). The complexity of its semiclassical version, in which the terms of the Hamiltonian are required to commute (the \(\mathsf{{CLH}}\) problem), has attracted considerable attention recently due to its intriguing nature, as well as in relation to growing interest in the \(\mathsf{{qPCP}}\) conjecture. We show here that if the underlying bipartite interaction graph of the \(\mathsf{{CLH}}\) instance is a good locally expanding graph, namely the expansion of any constant-size set is \(\varepsilon \)-close to optimal, then approximating its ground energy to within additive factor \(O(\varepsilon )\) lies in \(\mathsf{{NP}}\). The proof holds for \(k\)-local Hamiltonians for any constant \(k\) and any constant dimensionality of particles \(d\). We also show that the approximation problem of \(\mathsf{{CLH}}\) on such good local expanders is \(\mathsf{{NP}}\)-hard. This implies that too good local expansion of the interaction graph constitutes an obstacle against quantum hardness of the approximation problem, though it retains its classical hardness. The result highlights new difficulties in trying to mimic classical proofs (in particular, Dinur’s \(\mathsf{{PCP}}\) proof) in an attempt to prove the quantum \(\mathsf{{PCP}}\) conjecture. A related result was discovered recently independently by Brandão and Harrow, for \(2\)-local general Hamiltonians, bounding the quantum hardness of the approximation problem on good expanders, though no \(\mathsf{{NP}}\) hardness is known in that case.

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Fußnoten
1
To be more precise, \(\mathsf{{QMA}}_1\)—which is defined like \(\mathsf{{QMA}}\) except in case of YES, there exists a state which is accepted with probability exactly \(1\). Here, we will not distinguish between \(\mathsf{{QMA}}\) and \(\mathsf{{QMA}}_1\) since we are not using those terms technically, but see [1] and [14].
 
2
Of course, our results regarding \(\mathsf{{CLH}}\)s are stronger if they hold for graphs which satisfy weaker requirements.
 
3
Assuming standard computational complexity assumptions, specifically, \(\mathsf{{NP}}\subsetneq \mathsf{{QMA}}_1\).
 
4
We note that when we reduce the local dimension of a \(d\)-level qudit by \(1\), the dimension of the total Hilbert space is reduced by a factor of \((d-1)/d\); here, we are interested, however, not in the standard dimension of the entire Hilbert space but in the sum of local dimensions over all particles.
 
Literatur
2.
Zurück zum Zitat Aharonov, D., Arad, I., Landau, Z., Vazirani, U.: The Detectability Lemma and Quantum Gap Amplification. In: Proceedings of the 41st Annual ACM Symposium on Theory of Computing. ACM, New York, NY, USA, pp. 417426 (2009) Aharonov, D., Arad, I., Landau, Z., Vazirani, U.: The Detectability Lemma and Quantum Gap Amplification. In: Proceedings of the 41st Annual ACM Symposium on Theory of Computing. ACM, New York, NY, USA, pp. 417426 (2009)
3.
Zurück zum Zitat Aharonov, D., Arad, I., Vidick, T.: The Quantum \({\sf PCP}\) Conjecture Guest column: the quantum PCP conjecture. SIGACT News 44(2), 47–79 (2013)CrossRefMathSciNet Aharonov, D., Arad, I., Vidick, T.: The Quantum \({\sf PCP}\) Conjecture Guest column: the quantum PCP conjecture. SIGACT News 44(2), 47–79 (2013)CrossRefMathSciNet
4.
Zurück zum Zitat Aharonov, D., Eldar, L.: On the complexity of commuting local Hamiltonians, and tight conditions for topological order in such systems. In: IEEE 52nd Annual Symposium on Foundations of Computer Science (FOCS), pp. 334–343 (2011) Aharonov, D., Eldar, L.: On the complexity of commuting local Hamiltonians, and tight conditions for topological order in such systems. In: IEEE 52nd Annual Symposium on Foundations of Computer Science (FOCS), pp. 334–343 (2011)
5.
Zurück zum Zitat Aharonov, D., van Dam, W., Kempe, J., Landau, Z., Lloyd, S., Regev, O.: Adiabatic quantum computation is equivalent to standard quantum computation. SIAM J. Comput. 37(1), 166–194 (2007). Conference version in Proc. 45th FOCS, pp. 42–51 (2004) Aharonov, D., van Dam, W., Kempe, J., Landau, Z., Lloyd, S., Regev, O.: Adiabatic quantum computation is equivalent to standard quantum computation. SIAM J. Comput. 37(1), 166–194 (2007). Conference version in Proc. 45th FOCS, pp. 42–51 (2004)
6.
8.
Zurück zum Zitat Arad, I.: A note about a partial no-go theorem for quantum \({\sf PCP}\). Quantum Inf. Comput. 11, 1019 (2011)MATHMathSciNet Arad, I.: A note about a partial no-go theorem for quantum \({\sf PCP}\). Quantum Inf. Comput. 11, 1019 (2011)MATHMathSciNet
9.
Zurück zum Zitat Arora, S., Lund, C., Motwani, R., Sudan, M., Szegedy, M.: Proof verification and intractability of Approximation problems. J. ACM 45(3), 501–555 (1998)CrossRefMATHMathSciNet Arora, S., Lund, C., Motwani, R., Sudan, M., Szegedy, M.: Proof verification and intractability of Approximation problems. J. ACM 45(3), 501–555 (1998)CrossRefMATHMathSciNet
10.
Zurück zum Zitat Arora, S., Safra, S.: Probabilistic checking of proofs: a new characterization of \({\sf NP}\). J. ACM 45(1), 70–122 (1998)CrossRefMATHMathSciNet Arora, S., Safra, S.: Probabilistic checking of proofs: a new characterization of \({\sf NP}\). J. ACM 45(1), 70–122 (1998)CrossRefMATHMathSciNet
11.
Zurück zum Zitat Arora, S., Barak, B., Steurer, D.: Subexponential algorithms for unique games and related problems. In: FOCS, pp. 563–572 (2010) Arora, S., Barak, B., Steurer, D.: Subexponential algorithms for unique games and related problems. In: FOCS, pp. 563–572 (2010)
12.
Zurück zum Zitat Arora, S., Khot, S., Kolla, A., Steurer, D., Tulsiani, M., Vishnoi, N.K.: Unique games on expanding constraint graphs are easy. In: STOC, pp. 21–28 (2008) Arora, S., Khot, S., Kolla, A., Steurer, D., Tulsiani, M., Vishnoi, N.K.: Unique games on expanding constraint graphs are easy. In: STOC, pp. 21–28 (2008)
13.
Zurück zum Zitat Brandão, F., Harrow, A.: Approximation Guarantees for the Quantum Local Hamiltonian Problem and Limitations for Quantum \({\sf PCP}\)s Pre-Print Brandão, F., Harrow, A.: Approximation Guarantees for the Quantum Local Hamiltonian Problem and Limitations for Quantum \({\sf PCP}\)s Pre-Print
15.
Zurück zum Zitat Bravyi, S., Vyalyi, M.: Commutative version of the k-local Hamiltonian problem and common eigenspace problem. Quantum Inf. Comput. 5(3), 187–215 (2005)MATHMathSciNet Bravyi, S., Vyalyi, M.: Commutative version of the k-local Hamiltonian problem and common eigenspace problem. Quantum Inf. Comput. 5(3), 187–215 (2005)MATHMathSciNet
16.
Zurück zum Zitat Bravyi, S., DiVincenzo, D.P., Loss, D., Terhal, B.M.: Simulation of many-body Hamiltonians using perturbation theory with bounded-strength interactions. Phys. Rev. Lett. 101, 070503 (2008)ADSCrossRef Bravyi, S., DiVincenzo, D.P., Loss, D., Terhal, B.M.: Simulation of many-body Hamiltonians using perturbation theory with bounded-strength interactions. Phys. Rev. Lett. 101, 070503 (2008)ADSCrossRef
17.
Zurück zum Zitat Capalbo, M.R., Reingold, O., Vadhan, S., Wigderson, A.: Randomness conductors and constant-degree lossless expanders. In: Proceedings of the ACM Symposium on Theory of Computing (STOC), pp. 659–668 (2002) Capalbo, M.R., Reingold, O., Vadhan, S., Wigderson, A.: Randomness conductors and constant-degree lossless expanders. In: Proceedings of the ACM Symposium on Theory of Computing (STOC), pp. 659–668 (2002)
18.
Zurück zum Zitat Dinur, I.: The \({\sf PCP}\) theorem by gap amplification. In: STOC, pp. 241–250 (2006) Dinur, I.: The \({\sf PCP}\) theorem by gap amplification. In: STOC, pp. 241–250 (2006)
19.
Zurück zum Zitat Dinur, I., Kaufman, T.: Locally Testable Codes and Expanders Pre-Print Dinur, I., Kaufman, T.: Locally Testable Codes and Expanders Pre-Print
20.
Zurück zum Zitat Freedman, M.H., Hastings, M.B.: Quantum systems on non-k-hyperfinite complexes: a generalization of classical statistical mechanics on expander graphs. arXiv: 1301.1363 Freedman, M.H., Hastings, M.B.: Quantum systems on non-k-hyperfinite complexes: a generalization of classical statistical mechanics on expander graphs. arXiv:​ 1301.​1363
21.
22.
Zurück zum Zitat Gharibian, S., Kempe, J.: Hardness of approximation for quantum problems. In: ICALP (1), pp. 387–398 (2012) Gharibian, S., Kempe, J.: Hardness of approximation for quantum problems. In: ICALP (1), pp. 387–398 (2012)
23.
Zurück zum Zitat Gottesman, D., Irani, S.: The quantum and classical complexity of translationally invariant tiling and Hamiltonian problems. In: 50th Annual IEEE Symposium on Foundations of Computer Science, FOCS ’09, pp. 95–104 (2009) Gottesman, D., Irani, S.: The quantum and classical complexity of translationally invariant tiling and Hamiltonian problems. In: 50th Annual IEEE Symposium on Foundations of Computer Science, FOCS ’09, pp. 95–104 (2009)
25.
Zurück zum Zitat Hastings, M.B.: Trivial low energy states for commuting Hamiltonians, and the quantum \({\sf PCP}\) conjecture. Quantum Inf. Comput. 13(5–6), 393–429 (2013)MathSciNet Hastings, M.B.: Trivial low energy states for commuting Hamiltonians, and the quantum \({\sf PCP}\) conjecture. Quantum Inf. Comput. 13(5–6), 393–429 (2013)MathSciNet
26.
Zurück zum Zitat Khot, S.: On the power of unique 2-prover 1-round games. In: Proceedings of the 17th Annual IEEE Conference on Computational Complexity, pp. 25 (2002) Khot, S.: On the power of unique 2-prover 1-round games. In: Proceedings of the 17th Annual IEEE Conference on Computational Complexity, pp. 25 (2002)
27.
Zurück zum Zitat Kitaev, A.Yu., Shen, A.H., Vyalyi, M.N.: Classical and Quantum Computation, vol. 47, Graduate Studies in Mathematics. AMS (2002) Kitaev, A.Yu., Shen, A.H., Vyalyi, M.N.: Classical and Quantum Computation, vol. 47, Graduate Studies in Mathematics. AMS (2002)
29.
Zurück zum Zitat Kempe, J., Kitaev, A., Regev, O.: The complexity of the local Hamiltonian problem. SIAM J. Comput. 35(5), 1070–1097 (2006). Conference version in Proc. 24th FSTTCS, p. 372–383 (2004) Kempe, J., Kitaev, A., Regev, O.: The complexity of the local Hamiltonian problem. SIAM J. Comput. 35(5), 1070–1097 (2006). Conference version in Proc. 24th FSTTCS, p. 372–383 (2004)
30.
Zurück zum Zitat Levin, Michael A., Wen, Xiao-Gang: String-net condensation: a physical mechanism for topological phases. Phys. Rev. B71, 045110 (2005)ADSCrossRef Levin, Michael A., Wen, Xiao-Gang: String-net condensation: a physical mechanism for topological phases. Phys. Rev. B71, 045110 (2005)ADSCrossRef
31.
Zurück zum Zitat Oliveira, R., Terhal, B.M.: The complexity of quantum spin systems on a two-dimensional square lattice. Quant. Inf. Comput. 8(10), 900–924 (2008)MATHMathSciNet Oliveira, R., Terhal, B.M.: The complexity of quantum spin systems on a two-dimensional square lattice. Quant. Inf. Comput. 8(10), 900–924 (2008)MATHMathSciNet
33.
Zurück zum Zitat Papadimitriou, C.H.: Computational Complexity. Addison-Wesley, Reading (1994)MATH Papadimitriou, C.H.: Computational Complexity. Addison-Wesley, Reading (1994)MATH
34.
Zurück zum Zitat Raghavendra, P., Steurer, D.: Graph expansion and the unique games conjecture. In: Proceedings of the 42nd ACM symposium on Theory of computing, STOC, pp. 755–764 (2010) Raghavendra, P., Steurer, D.: Graph expansion and the unique games conjecture. In: Proceedings of the 42nd ACM symposium on Theory of computing, STOC, pp. 755–764 (2010)
35.
Zurück zum Zitat Raghavendra, P., Steurer, D., Tulsiani, M.: Reductions between expansion problems. In: IEEE Conference on Computational Complexity, pp. 64–73 (2012) Raghavendra, P., Steurer, D., Tulsiani, M.: Reductions between expansion problems. In: IEEE Conference on Computational Complexity, pp. 64–73 (2012)
36.
Zurück zum Zitat Schuch, N.: Complexity of commuting Hamiltonians on a square lattice of qubits. Quantum Inf. Comput. 11, 901 (2011)MATHMathSciNet Schuch, N.: Complexity of commuting Hamiltonians on a square lattice of qubits. Quantum Inf. Comput. 11, 901 (2011)MATHMathSciNet
37.
Zurück zum Zitat Schuch, N., Verstraete, F.: Computational complexity of interacting electrons and fundamental limitations of density functional theory. Nat. Phys. 5, 732–735 (2009)CrossRef Schuch, N., Verstraete, F.: Computational complexity of interacting electrons and fundamental limitations of density functional theory. Nat. Phys. 5, 732–735 (2009)CrossRef
39.
Zurück zum Zitat Trevisan, L.: Approximation algorithms for unique games. In: 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS), pp. 197–205 (2005) Trevisan, L.: Approximation algorithms for unique games. In: 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS), pp. 197–205 (2005)
Metadaten
Titel
The commuting local Hamiltonian problem on locally expanding graphs is approximable in
verfasst von
Dorit Aharonov
Lior Eldar
Publikationsdatum
01.01.2015
Verlag
Springer US
Erschienen in
Quantum Information Processing / Ausgabe 1/2015
Print ISSN: 1570-0755
Elektronische ISSN: 1573-1332
DOI
https://doi.org/10.1007/s11128-014-0877-9

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