Optimized synthesis of circuits for diagonal unitary matrices with reflection symmetry
- URL: http://arxiv.org/abs/2310.06676v2
- Date: Fri, 12 Apr 2024 09:05:23 GMT
- Title: Optimized synthesis of circuits for diagonal unitary matrices with reflection symmetry
- Authors: Xinchi Huang, Taichi Kosugi, Hirofumi Nishi, Yu-ichiro Matsushita,
- Abstract summary: It is important to optimize the quantum circuits in circuit depth and gate count, especially entanglement gates, including the CNOT gate.
We show that the quantum circuit by our proposed algorithm achieves nearly half the reduction in both the gate count and circuit depth.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: During the noisy intermediate-scale quantum (NISQ) era, it is important to optimize the quantum circuits in circuit depth and gate count, especially entanglement gates, including the CNOT gate. Among all the unitary operators, diagonal unitary matrices form a special class that plays a crucial role in many quantum algorithms/subroutines. Based on a natural gate set {CNOT, Rz}, quantum circuits for general diagonal unitary matrices were discussed in several previous works, and an optimal synthesis algorithm was proposed in terms of circuit depth. In this paper, we are interested in the implementation of diagonal unitary matrices with reflection symmetry, which has promising applications, including the realization of real-time evolution for first quantized Hamiltonians by quantum circuits. Owing to such a symmetric property, we show that the quantum circuit in the existing work can be further simplified and propose a constructive algorithm that optimizes the entanglement gate count. Compared to the previous synthesis methods for general diagonal unitary matrices, the quantum circuit by our proposed algorithm achieves nearly half the reduction in both the gate count and circuit depth.
Related papers
- Geometric Quantum Machine Learning with Horizontal Quantum Gates [41.912613724593875]
We propose an alternative paradigm for the symmetry-informed construction of variational quantum circuits.
We achieve this by introducing horizontal quantum gates, which only transform the state with respect to the directions to those of the symmetry.
For a particular subclass of horizontal gates based on symmetric spaces, we can obtain efficient circuit decompositions for our gates through the KAK theorem.
arXiv Detail & Related papers (2024-06-06T18:04:39Z) - Polynomial-depth quantum algorithm for computing matrix determinant [46.13392585104221]
We propose an algorithm for calculating the determinant of a square matrix, and construct a quantum circuit realizing it.
Each row of the matrix is encoded as a pure state of some quantum system.
The admitted matrix is therefore arbitrary up to the normalization of quantum states of those systems.
arXiv Detail & Related papers (2024-01-29T23:23:27Z) - Symmetry-Based Quantum Circuit Mapping [2.51705778594846]
We introduce a quantum circuit remapping algorithm that leverages the intrinsic symmetries in quantum processors.
This algorithm identifies all topologically equivalent circuit mappings by constraining the search space using symmetries and accelerates the scoring of each mapping using vector computation.
arXiv Detail & Related papers (2023-10-27T10:04:34Z) - Characterization, synthesis, and optimization of quantum circuits over
multiple-control $\textit{Z}$-rotation gates: A systematic study [4.385466953937176]
We study quantum circuits composed of multiple-control $Z$-rotation (MCZR) gates as primitives.
We present a gate-exchange strategy together with a flexible iterative algorithm for effectively optimizing the depth of any MCZR circuit.
arXiv Detail & Related papers (2023-04-18T06:34:18Z) - Approximate Quantum Compiling for Quantum Simulation: A Tensor Network based approach [1.237454174824584]
We introduce AQCtensor, a novel algorithm to produce short-depth quantum circuits from Matrix Product States (MPS)
Our approach is specifically tailored to the preparation of quantum states generated from the time evolution of quantum many-body Hamiltonians.
For simulation problems on 100 qubits, we show that AQCtensor achieves at least an order of magnitude reduction in the depth of the resulting optimized circuit.
arXiv Detail & Related papers (2023-01-20T14:40:29Z) - Automatic Depth-Optimized Quantum Circuit Synthesis for Diagonal Unitary
Matrices with Asymptotically Optimal Gate Count [9.194399933498323]
It is of great importance to optimize the depth/gate-count when designing quantum circuits for specific tasks.
In this paper, we propose a depth-optimized synthesis algorithm that automatically produces a quantum circuit for any given diagonal unitary matrix.
arXiv Detail & Related papers (2022-12-02T06:58:26Z) - Efficient classical algorithms for simulating symmetric quantum systems [4.416367445587541]
We show that classical algorithms can efficiently emulate quantum counterparts given certain classical descriptions of the input.
Specifically, we give classical algorithms that calculate ground states and time-evolved expectation values for permutation-invariantians specified in the symmetrized Pauli basis.
arXiv Detail & Related papers (2022-11-30T13:53:16Z) - A Complete Equational Theory for Quantum Circuits [58.720142291102135]
We introduce the first complete equational theory for quantum circuits.
Two circuits represent the same unitary map if and only if they can be transformed one into the other using the equations.
arXiv Detail & Related papers (2022-06-21T17:56:31Z) - Quantum simulation of $\phi^4$ theories in qudit systems [53.122045119395594]
We discuss the implementation of quantum algorithms for lattice $Phi4$ theory on circuit quantum electrodynamics (cQED) system.
The main advantage of qudit systems is that its multi-level characteristic allows the field interaction to be implemented only with diagonal single-qudit gates.
arXiv Detail & Related papers (2021-08-30T16:30:33Z) - Synthesis of Quantum Circuits with an Island Genetic Algorithm [44.99833362998488]
Given a unitary matrix that performs certain operation, obtaining the equivalent quantum circuit is a non-trivial task.
Three problems are explored: the coin for the quantum walker, the Toffoli gate and the Fredkin gate.
The algorithm proposed proved to be efficient in decomposition of quantum circuits, and as a generic approach, it is limited only by the available computational power.
arXiv Detail & Related papers (2021-06-06T13:15:25Z) - Fixed Depth Hamiltonian Simulation via Cartan Decomposition [59.20417091220753]
We present a constructive algorithm for generating quantum circuits with time-independent depth.
We highlight our algorithm for special classes of models, including Anderson localization in one dimensional transverse field XY model.
In addition to providing exact circuits for a broad set of spin and fermionic models, our algorithm provides broad analytic and numerical insight into optimal Hamiltonian simulations.
arXiv Detail & Related papers (2021-04-01T19:06:00Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.