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Books > Computing & IT > Applications of computing > Artificial intelligence
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Interactions Between Computational Intelligence and Mathematics (Hardcover, 1st ed. 2018)
Loot Price: R2,653
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Interactions Between Computational Intelligence and Mathematics (Hardcover, 1st ed. 2018)
Series: Studies in Computational Intelligence, 758
Expected to ship within 18 - 22 working days
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This book presents recent research in the field of interaction
between computational intelligence and mathematics, ranging from
theory to applications. Computational intelligence, or soft
computing consists of various bio-inspired methods, especially
fuzzy systems, artificial neural networks, evolutionary and memetic
algorithms. These research areas were initiated by professionals in
various applied fields, such as engineers, economists, and
financial and medical experts. Although computational intelligence
offered solutions (at least quasi-optimal solutions) for problems
with high complexity, vague and undeterministic features, initially
little attention was paid to the mathematical models and analysis
of the methods successfully applied. A typical example is the
extremely successful Mamdani-algorithm, and its modifications and
extensions, applied since the mid-1970s, where the first analysis
of the simplest cases, showing why this algorithm was so efficient
and stable, was not given until the early 1990s. Since the
mid-2000s, the authors have organized international conferences
annually to focus on the mathematical methodological issues in
connection with computational intelligence approaches. These
conferences have attracted a large number of submissions with a
wide scope of topics and quality. The editors selected several
high-quality papers and approached the authors to submit an
essentially extended and improved book chapter based on the
lectures.This volume is the first contributed book on the subject.
General
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