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Dynamic Systems and Dynamic Classification Problems in Geophysical Applications (Paperback, Softcover reprint of the original 1st ed. 1998)
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Dynamic Systems and Dynamic Classification Problems in Geophysical Applications (Paperback, Softcover reprint of the original 1st ed. 1998)
Series: Data and Knowledge in a Changing World
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This book is the latest volume in the series entitled " Data and
Knowledge in a Changing World ", published by the Committee on Data
for Science and Technology (CODATA) of the International Council of
Scientific Unions (Icsu). This series was established to collect
together, from many diverse fields, the wealth of information
pertaining t.o the intelligent exploitation of data in the conduct
of science and technology. This volume is the first in a two-volume
series that will discuss techniques for the analysis of natural
dynamic systems, and their applications to a variety of geophysical
problems. The present volume lays out the theoretical foun dations
for these techniques. The second volume will use these techniques
in applications to fields such as seismology, geodynamics,
geoelectricity, ge omagnetism, aeromagnetics, topography and
bathymetry. The book consists of two parts, which describe two
complementary ap proaches to the analysis of natural systems. The
first, written by A. Gvishi ani, deals with dynamic pattern
recognition. It lays out the mathematical VI Foreword theory and
the formalized algorithms that. forms the basis for the classifi
cation of vector objects and the use of this classification in the
study of dynamical systems, with particular emphasis on the
prediction of system behavior in space and time. It discusses the
construction of classification schemes, and the evaluation of their
stability and reliability.
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