عنوان

Dynamic systems and dynamic classification problems in geophysical applications

(Number (ISBN

3642499511

(Number (ISBN

9783642499517

Number

b569213

Title Proper

Dynamic systems and dynamic classification problems in geophysical applications

General Material Designation

[Book]

First Statement of Responsibility

J.O. Dubois, A. Gvishiani.

Place of Publication, Distribution, etc.

Berlin ; New York

Name of Publisher, Distributor, etc.

Springer ; Paris : CODATA

Date of Publication, Distribution, etc.

1998

Specific Material Designation and Extent of Item

(xii, 256) : illustrations (some color)

Series Title

Data and knowledge in a changing world.

Text of Note

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.

Text of Note

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.

Differentiable dynamical systems.

Geodynamics -- Mathematical models.

Nonlinear theories.

Class number

Book number

J.O. Dubois, A. Gvishiani.

A D Gvishiani

J O Dubois

Electronic name

[Book]

Y