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Nature-Inspired Algorithms - For Engineers and Scientists (Hardcover)
Loot Price: R3,548
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Nature-Inspired Algorithms - For Engineers and Scientists (Hardcover)
Expected to ship within 12 - 17 working days
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This comprehensive reference text discusses nature inspired
algorithms and their applications. It presents the methodology to
write new algorithms with the help of MATLAB programs and
instructions for better understanding of concepts. It covers
well-known algorithms including evolutionary algorithms, genetic
algorithm, particle Swarm optimization and differential evolution,
and recent approached including gray wolf optimization. A separate
chapter discusses test case generation using techniques such as
particle swarm optimization, genetic algorithm, and differential
evolution algorithm. The book- Discusses in detail various nature
inspired algorithms and their applications Provides MATLAB programs
for the corresponding algorithm Presents methodology to write new
algorithms Examines well-known algorithms like the genetic
algorithm, particle swarm optimization and differential evolution,
and recent approaches like gray wolf optimization. Provides
conceptual linking of algorithms with theoretical concepts The text
will be useful for graduate students in the field of electrical
engineering, electronics engineering, computer science and
engineering. Discussing nature inspired algorithms and their
applications in a single volume, this text will be useful as a
reference text for graduate students in the field of electrical
engineering, electronics engineering, computer science and
engineering. It discusses important algorithms including
deterministic algorithms, randomized algorithms, evolutionary
algorithms, particle swarm optimization, big bang big crunch
(BB-BC) algorithm, genetic algorithm and grey wolf optimization
algorithm. "
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