This chapter presents a variety of quantum techniques for extracting physical observables and statistical quantities from quantum states, i.e., expectation value estimation, providing the foundation for scientific and engineering applications of quantum algorithms. Three major procedures are derived, and their resource requirements and sampling complexities are compared. Example codes are provided for measuring expectation values either by diagonalizing Pauli strings or using the Hadamard test.

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Expectation Value Estimation

  • Osama M. Raisuddin,
  • Suvranu De

摘要

This chapter presents a variety of quantum techniques for extracting physical observables and statistical quantities from quantum states, i.e., expectation value estimation, providing the foundation for scientific and engineering applications of quantum algorithms. Three major procedures are derived, and their resource requirements and sampling complexities are compared. Example codes are provided for measuring expectation values either by diagonalizing Pauli strings or using the Hadamard test.