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math-ph2017★ 13 cited
Theoretical investigations of an information geometric approach to complexity
Sean Alan Ali, Carlo Cafaro
It is known that statistical model selection as well as identification of dynamical equations from available data are both very challenging tasks. Physical systems behave according…
math-ph2010
Reexamination of an Information Geometric Construction of Entropic Indicators of Complexity
C. Cafaro, A. Giffin, S. A. Ali +1
Information geometry and inductive inference methods can be used to model dynamical systems in terms of their probabilistic description on curved statistical manifolds. In this art…