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Dealing with Complexity - A Neural Networks Approach (Paperback, Edition. ed.)
Loot Price: R2,936
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Dealing with Complexity - A Neural Networks Approach (Paperback, Edition. ed.)
Series: Perspectives in Neural Computing
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In almost all areas of science and engineering, the use of
computers and microcomputers has, in recent years, transformed
entire subject areas. What was not even considered possible a
decade or two ago is now not only possible but is also part of
everyday practice. As a result, a new approach usually needs to be
taken (in order) to get the best out of a situation. What is
required is now a computer's eye view of the world. However, all is
not rosy in this new world. Humans tend to think in two or three
dimensions at most, whereas computers can, without complaint, work
in n dimensions, where n, in practice, gets bigger and bigger each
year. As a result of this, more complex problem solutions are being
attempted, whether or not the problems themselves are inherently
complex. If information is available, it might as well be used, but
what can be done with it? Straightforward, traditional
computational solutions to this new problem of complexity can, and
usually do, produce very unsatisfactory, unreliable and even
unworkable results. Recently however, artificial neural networks,
which have been found to be very versatile and powerful when
dealing with difficulties such as nonlinearities, multivariate
systems and high data content, have shown their strengths in
general in dealing with complex problems. This volume brings
together a collection of top researchers from around the world, in
the field of artificial neural networks."
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