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On the order problem in construction of unitary operators for the variational quantum eigensolver
Artur F Izmaylov1, Manuel Díaz-Tinoco, Robert A Lang
1Department of Physical and Environmental Sciences, University of Toronto Scarborough, Toronto, Ontario M1C 1A4, Canada. artur.izmaylov@utoronto.ca.
Constructing unitary transformations for variational quantum eigensolver (VQE) is challenging. This study introduces a Lie algebra-based method to systematically solve the ordering problem in VQE, improving computational efficiency.
Area of Science:
- Quantum computing
- Quantum algorithms
Background:
- The Variational Quantum Eigensolver (VQE) is a prominent hybrid quantum-classical algorithm for finding molecular and material ground-state energies.
- A key challenge in VQE is the construction of the problem-tailored unitary transformation, which involves selecting and ordering generators.
Purpose of the Study:
- To address the challenge of constructing unitary transformations in the VQE framework.
- To systematically eliminate the ordering problem associated with non-commuting generators.
Main Methods:
- Utilizing the connection between Lie algebra and Lie group theory.
- Applying closure relations derived from Lie algebra.
Main Results:
- A systematic approach to constructing unitary transformations in VQE.
- Elimination of the factorial complexity in ordering generators for unitary transformations.
- Improved efficiency and scalability of the VQE framework.
Conclusions:
- The proposed Lie algebra-based method offers a robust solution to the generator ordering problem in VQE.
- This approach enhances the practical applicability and efficiency of VQE for quantum chemistry and materials science simulations.
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