Relating Fisher information to order parameters.

@article{Prokopenko2011RelatingFI,
  title={Relating Fisher information to order parameters.},
  author={M. Prokopenko and J. Lizier and O. Obst and X. Wang},
  journal={Physical review. E, Statistical, nonlinear, and soft matter physics},
  year={2011},
  volume={84 4 Pt 1},
  pages={
          041116
        }
}
  • M. Prokopenko, J. Lizier, +1 author X. Wang
  • Published 2011
  • Mathematics, Medicine
  • Physical review. E, Statistical, nonlinear, and soft matter physics
  • We study phase transitions and relevant order parameters via statistical estimation theory using the Fisher information matrix. The assumptions that we make limit our analysis to order parameters representable as a negative derivative of thermodynamic potential over some thermodynamic variable. Nevertheless, the resulting representation is sufficiently general and explicitly relates elements of the Fisher information matrix to the rate of change in the corresponding order parameters. The… CONTINUE READING

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