Optimizing sparse fermionic Hamiltonians
نویسندگان
چکیده
We consider the problem of approximating ground state energy a fermionic Hamiltonian using Gaussian state. In sharp contrast to dense case [1, 2], we prove that strictly q-local xmlns:mml="http://www.w3.org/1998/Math/MathML">sparse Hamiltonians have constant approximation ratio; result holds for any connectivity and interaction strengths. Sparsity means each fermion participates in bounded number interactions, term involves exactly xmlns:mml="http://www.w3.org/1998/Math/MathML">q (Majorana) operators. extend our proof give ratio sparse with both quartic quadratic terms. With additional work, also so-called SYK model xmlns:mml="http://www.w3.org/1998/Math/MathML">4-local interactions (sparse SYK-4 model). setting show can be efficiently determined. Finally, xmlns:mml="http://www.w3.org/1998/Math/MathML">O(n−1/2) normal (dense) extends even xmlns:mml="http://www.w3.org/1998/Math/MathML">q>4, an class="MJX-TeXAtom-ORD">1/2–q/4). Our results identify non-sparseness as prime reason fail 2].
منابع مشابه
Semi - fermionic representation of SU ( N ) Hamiltonians
We represent the generators of the SU(N) algebra as bilinear combinations of Fermi operators with imaginary chemical potential. The distribution function, consisting of a minimal set of discrete imaginary chemical potentials, is introduced to satisfy the local constraints. This representation leads to the conventional temperature diagram technique with standard Feynman codex, except that the Ma...
متن کاملImproved Techniques for Preparing Eigenstates of Fermionic Hamiltonians
Dominic W. Berry, Mária Kieferová, 2 Artur Scherer, Yuval R. Sanders, Guang Hao Low, Nathan Wiebe, Craig Gidney, and Ryan Babbush ∗ Department of Physics and Astronomy, Macquarie University, Sydney, NSW 2109, Australia Institute for Quantum Computing and Department of Physics and Astronomy, University of Waterloo, Waterloo, ON N2L 3G1, Canada Microsoft Research, Redmond, WA 98052, United States...
متن کاملExact Solution of Quadratic Fermionic Hamiltonians for Arbitrary Boundary Conditions.
We present a procedure for exactly diagonalizing finite-range quadratic fermionic Hamiltonians with arbitrary boundary conditions in one of D dimensions, and periodic in the remaining D-1. The key is a Hamiltonian-dependent separation of the bulk from the boundary. By combining information from the two, we identify a matrix function that fully characterizes the solutions, and may be used to con...
متن کاملSimulating Sparse Hamiltonians with Star Decompositions
Quantum simulation of Hamiltonian dynamics is a well-studied problem [1–3] and is one of the main motivations for building a quantum computer. Since the best known classical algorithms for simulating quantum systems are inefficient, this was the original application of quantum computers [4]. Besides simulating physics, Hamiltonian simulation has many algorithmic applications, such as adiabatic ...
متن کاملOptimizing sparse mean reverting portfolios
In this paper we investigate trading with optimal mean reverting portfolios subject to cardinality constraints. First, we identify the parameters of the underlying VAR(1) model of asset prices and then the quantities of the corresponding OrnsteinUhlenbeck (OU) process are estimated by pattern matching techniques. Portfolio optimization is performed according to two approaches: (i) maximizing th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Quantum
سال: 2023
ISSN: ['2521-327X']
DOI: https://doi.org/10.22331/q-2023-08-10-1081