A Generalized Space-Efficient Algorithm for Quantum Bit String
Comparators
- URL: http://arxiv.org/abs/2311.06573v2
- Date: Tue, 14 Nov 2023 12:49:42 GMT
- Title: A Generalized Space-Efficient Algorithm for Quantum Bit String
Comparators
- Authors: Khuram Shahzad and Omar Usman Khan
- Abstract summary: We introduce a design for the comparison of two $n$-qubit logic states using just two ancillary bits.
The work allows for sufficient flexibility in the design of quantum algorithms, which can accelerate quantum algorithm development.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Quantum Bit String Comparators (QBSC) operate on two sequences of n-qubits,
enabling the determination of their relationships, such as equality, greater
than, or less than. This is analogous to the way conditional statements are
used in programming languages. Consequently, QBSCs play a crucial role in
various algorithms that can be executed or adapted for quantum computers. The
development of efficient and generalized comparators for any $n$-qubit length
has long posed a challenge, as they have a high-cost footprint and lead to
quantum delays. Comparators that are efficient are associated with inputs of
fixed length. As a result, comparators without a generalized circuit cannot be
employed at a higher level, though they are well-suited for problems with
limited size requirements. In this paper, we introduce a generalized design for
the comparison of two $n$-qubit logic states using just two ancillary bits. The
design is examined on the basis of qubit requirements, ancillary bit usage,
quantum cost, quantum delay, gate operations, and circuit complexity, and is
tested comprehensively on various input lengths. The work allows for sufficient
flexibility in the design of quantum algorithms, which can accelerate quantum
algorithm development.
Related papers
- Time-efficient logical operations on quantum LDPC codes [5.881311286656519]
We propose schemes capable of measuring an arbitrary set of commutative logical Pauli operators in time independent of the number of operators.
The only condition is commutativity, a fundamental requirement for simultaneous measurements in quantum mechanics.
arXiv Detail & Related papers (2024-08-02T15:35:05Z) - Fast and Parallelizable Logical Computation with Homological Product Codes [3.4338109681532027]
High-rate quantum low-density-parity-check (qLDPC) codes promise a route to reduce qubit numbers, but performing computation while maintaining low space cost has required serialization of operations and extra time costs.
We design fast and parallelizable logical gates for qLDPC codes, demonstrating their utility for key algorithmic subroutines such as the quantum adder.
arXiv Detail & Related papers (2024-07-26T03:49:59Z) - Quantum Compiling with Reinforcement Learning on a Superconducting Processor [55.135709564322624]
We develop a reinforcement learning-based quantum compiler for a superconducting processor.
We demonstrate its capability of discovering novel and hardware-amenable circuits with short lengths.
Our study exemplifies the codesign of the software with hardware for efficient quantum compilation.
arXiv Detail & Related papers (2024-06-18T01:49:48Z) - Taming Quantum Time Complexity [45.867051459785976]
We show how to achieve both exactness and thriftiness in the setting of time complexity.
We employ a novel approach to the design of quantum algorithms based on what we call transducers.
arXiv Detail & Related papers (2023-11-27T14:45:19Z) - An Improved QFT-Based Quantum Comparator and Extended Modular Arithmetic
Using One Ancilla Qubit [4.314578336989336]
We propose a quantum-classical comparator based on the quantum Fourier transform (QFT)
Proposed operators only require one ancilla qubit, which is optimal for qubit resources.
The proposed algorithms reduce computing resources and make them valuable for Noisy Intermediate-Scale Quantum (NISQ) computers.
arXiv Detail & Related papers (2023-05-16T02:09:41Z) - Quantum Clustering with k-Means: a Hybrid Approach [117.4705494502186]
We design, implement, and evaluate three hybrid quantum k-Means algorithms.
We exploit quantum phenomena to speed up the computation of distances.
We show that our hybrid quantum k-Means algorithms can be more efficient than the classical version.
arXiv Detail & Related papers (2022-12-13T16:04:16Z) - Interactive Protocols for Classically-Verifiable Quantum Advantage [46.093185827838035]
"Interactions" between a prover and a verifier can bridge the gap between verifiability and implementation.
We demonstrate the first implementation of an interactive quantum advantage protocol, using an ion trap quantum computer.
arXiv Detail & Related papers (2021-12-09T19:00:00Z) - Depth-efficient proofs of quantumness [77.34726150561087]
A proof of quantumness is a type of challenge-response protocol in which a classical verifier can efficiently certify quantum advantage of an untrusted prover.
In this paper, we give two proof of quantumness constructions in which the prover need only perform constant-depth quantum circuits.
arXiv Detail & Related papers (2021-07-05T17:45:41Z) - Space-efficient binary optimization for variational computing [68.8204255655161]
We show that it is possible to greatly reduce the number of qubits needed for the Traveling Salesman Problem.
We also propose encoding schemes which smoothly interpolate between the qubit-efficient and the circuit depth-efficient models.
arXiv Detail & Related papers (2020-09-15T18:17:27Z) - Verifying Results of the IBM Qiskit Quantum Circuit Compilation Flow [7.619626059034881]
We propose an efficient scheme for quantum circuit equivalence checking.
The proposed scheme allows to verify even large circuit instances with tens of thousands of operations within seconds or even less.
arXiv Detail & Related papers (2020-09-04T19:58:53Z) - On connectivity-dependent resource requirements for digital quantum
simulation of $d$-level particles [0.703901004178046]
We study the number of SWAP gates required to Trotterize commonly used quantum operators.
Results are applicable in hardware co-design and in choosing efficient qudit encodings for a given set of near-term quantum hardware.
arXiv Detail & Related papers (2020-05-26T22:28:51Z)
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.