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Complex Systems (Paperback)
Loot Price: R1,421
Discovery Miles 14 210
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Complex Systems (Paperback)
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This book, first published in 2000, explores the exciting field of
complexity. It features in-depth coverage of important theoretical
areas, including fractals, chaos, non-linear dynamics, artificial
life and self-organization. It also provides overviews of
complexity in several applied areas, including parallel
computation, control systems, neural systems and ecosystems. Some
of the properties that best characterize complex systems, including
algorithmic richness, non-linearity and abundant interactions
between components are examined. In this way the book draws out
themes, especially the ideas of connectivity and natural
computation, that reveal deep, underlying similarities between
phenomena that have formerly been treated as completely distinct.
The idea of natural computation is particularly rich in fresh
approaches applicable to both biology and computing. Analogies such
as the DNA code as life's underlying program, or organisms as
automata, are very compelling. Conversely, biologically inspired
ideas such as cellular automata, genetic algorithms and neural
networks are at the forefront of advanced computing.
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