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Improved circuit implementation of the HHL algorithm and its simulations on QISKIT.
Meng Zhang1, Lihua Dong2, Yong Zeng3
1School of Communication Engineering, Xidian University, Xi'an, 710071, China.
Scientific Reports
|August 2, 2022
Summary
This study introduces an improved quantum circuit for the Harrow-Hassidim-Lloyd (HHL) algorithm, reducing quantum resource usage and errors. The enhanced HHL algorithm maintains result fidelity while improving efficiency for solving linear systems.
Area of Science:
- Quantum computing
- Quantum algorithms
- Linear systems
Background:
- The Harrow-Hassidim-Lloyd (HHL) algorithm offers a quantum approach to solving linear systems.
- Previous hybrid HHL algorithms reduced errors but did not optimize quantum resource usage in key stages.
- Existing implementations often lack detailed circuit process illustrations.
Purpose of the Study:
- To propose an improved circuit implementation of the HHL algorithm.
- To reduce quantum resource requirements in the HHL algorithm.
- To enhance error avoidance in quantum computations for linear systems.
Main Methods:
- Developing an improved circuit based on hybrid HHL and generic HHL circuit concepts.
- Verifying the improved circuit's feasibility using IBM's qiskit.
- Illustrating the improved circuit's performance on a [Formula: see text] linear system.
Main Results:
- The improved HHL circuit implementation effectively reduces quantum resources.
- The enhancement does not compromise the fidelity of the obtained results.
- The proposed method demonstrates superior error avoidance compared to existing HHL implementations.
Conclusions:
- The improved HHL circuit implementation offers a more efficient and robust solution for linear systems.
- This work advances practical applications of quantum algorithms by optimizing resource utilization.
- The findings pave the way for further development in quantum computational efficiency.
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