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Books > Computing & IT > Applications of computing > Artificial intelligence
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Handbook of Memetic Algorithms (Hardcover, 2012)
Loot Price: R4,422
Discovery Miles 44 220
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Handbook of Memetic Algorithms (Hardcover, 2012)
Series: Studies in Computational Intelligence, 379
Expected to ship within 10 - 15 working days
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Memetic Algorithms (MAs) are computational intelligence structures
combining multiple and various operators in order to address
optimization problems. The combination and interaction amongst
operators evolves and promotes the diffusion of the most successful
units and generates an algorithmic behavior which can handle
complex objective functions and hard fitness landscapes. "Handbook
of Memetic Algorithms" organizes, in a structured way, all the the
most important results in the field of MAs since their earliest
definition until now. A broad review including various algorithmic
solutions as well as successful applications is included in this
book. Each class of optimization problems, such as constrained
optimization, multi-objective optimization, continuous vs
combinatorial problems, uncertainties, are analysed separately and,
for each problem, memetic recipes for tackling the difficulties are
given with some successful examples. Although this book contains
chapters written by multiple authors, a great attention has been
given by the editors to make it a compact and smooth work which
covers all the main areas of computational intelligence
optimization. It is not only a necessary read for researchers
working in the research area, but also a useful handbook for
practitioners and engineers who need to address real-world
optimization problems. In addition, the book structure makes it an
interesting work also for graduate students and researchers is
related fields of mathematics and computer science.
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