کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4631198 1340619 2010 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Reexamination of an information geometric construction of entropic indicators of complexity
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Reexamination of an information geometric construction of entropic indicators of complexity
چکیده انگلیسی

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 article, we present a formal conceptual reexamination of the information geometric construction of entropic indicators of complexity for statistical models. Specifically, we present conceptual advances in the interpretation of the information geometric entropy (IGE), a statistical indicator of temporal complexity (chaoticity) defined on curved statistical manifolds underlying the probabilistic dynamics of physical systems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 217, Issue 7, 1 December 2010, Pages 2944–2951
نویسندگان
, , , ,