Fisher Information and BKM Metric
This section is under development.
The Bogoliubov-Kubo-Mori Metric
The quantum Fisher information is defined using the Bogoliubov-Kubo-Mori (BKM) inner product:
\[G_{ab}(\theta) = \int_0^1 \text{tr}\left[\rho^s F_a \rho^{1-s} F_b\right] ds\]
Properties:
Symmetric: \(G_{ab} = G_{ba}\)
Positive semidefinite
Reduces to classical Fisher information for commuting operators
Quantum Covariance
The BKM metric can be expressed as a quantum covariance:
\[G_{ab} = \text{cov}_{BKM}(F_a, F_b)\]
This generalizes the classical covariance to non-commuting operators.
See Also
qig.exponential_family-fisher_information()method