عنوان

Dynamic systems and dynamic classification problems in geophysical applications

شابک

3642499511

شابک

9783642499517

شماره

b569213

عنوان اصلي

Dynamic systems and dynamic classification problems in geophysical applications

نام عام مواد

[Book]

نام نخستين پديدآور

J.O. Dubois, A. Gvishiani.

محل نشرو پخش و غیره

Berlin ; New York

نام ناشر، پخش کننده و غيره

Springer ; Paris : CODATA

تاریخ نشرو بخش و غیره

1998

نام خاص و کميت اثر

(xii, 256) : illustrations (some color)

عنوان فروست

Data and knowledge in a changing world.

متن يادداشت

From the contents: Basic Mathematical Facts --; Dynamic Pattern Recognition Problems and Control over Classification Reliability --; Dynamic Systems --; Convex Programming and Systems of Rigid Blocks with Deformable Layers.

متن يادداشت

The book contains two main parts dealing both with nonlinear approaches in the study of complex natural systems. In its first part it introduces a new construction of pattern recognition problems applicable to a wide range of geophysical and environmental objects. The classification in such problems depends on time which allows one to formulate the condition of stability of final classifications for verification of its reliability. A new wide set of pattern recognition algorithms with learning ("Voting by Set of Features") is introduced. Theoretical and algorithmical parts are illustrated by some examples of applications to natural hazard assessment. In the second part of the book, an alternative approach to the geophysical applications is given in terms of dynamic systems and corresponding tools. Dynamic systems studies are useful to understand nonlinear time series. Self Organized Criticality and multifractal analysis are powerful new keys for understanding many natural phenomena. All these methods are of great interest in any long data file processing.

موضوع مستند نشده

Differentiable dynamical systems.

موضوع مستند نشده

Geodynamics -- Mathematical models.

موضوع مستند نشده

Nonlinear theories.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

J.O. Dubois, A. Gvishiani.

مستند نام اشخاص تاييد نشده

A D Gvishiani

مستند نام اشخاص تاييد نشده

J O Dubois

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y