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Books > Computing & IT > Applications of computing > Artificial intelligence
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Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing (Hardcover, 2012 ed.)
Loot Price: R5,359
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Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing (Hardcover, 2012 ed.)
Series: Intelligent Systems Reference Library, 35
Expected to ship within 10 - 15 working days
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Stochastic global optimization is a very important subject, that
has applications in virtually all areas of science and technology.
Therefore there is nothing more opportune than writing a book about
a successful and mature algorithm that turned out to be a good tool
in solving difficult problems. Here we present some techniques for
solving several problems by means of Fuzzy Adaptive Simulated
Annealing (Fuzzy ASA), a fuzzy-controlled version of ASA, and by
ASA itself. ASA is a sophisticated global optimization algorithm
that is based upon ideas of the simulated annealing paradigm, coded
in the C programming language and developed to statistically find
the best global fit of a nonlinear constrained, non-convex cost
function over a multi-dimensional space. By presenting detailed
examples of its application we want to stimulate the reader's
intuition and make the use of Fuzzy ASA (or regular ASA) easier for
everyone wishing to use these tools to solve problems. We kept
formal mathematical requirements to a minimum and focused on
continuous problems, although ASA is able to handle discrete
optimization tasks as well. This book can be used by researchers
and practitioners in engineering and industry, in courses on
optimization for advanced undergraduate and graduate levels, and
also for self-study.
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