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Books > Computing & IT > Applications of computing > Artificial intelligence
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Glowworm Swarm Optimization - Theory, Algorithms, and Applications (Hardcover, 1st ed. 2017)
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Glowworm Swarm Optimization - Theory, Algorithms, and Applications (Hardcover, 1st ed. 2017)
Series: Studies in Computational Intelligence, 698
Expected to ship within 10 - 15 working days
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This book provides a comprehensive account of the glowworm swarm
optimization (GSO) algorithm, including details of the underlying
ideas, theoretical foundations, algorithm development, various
applications, and MATLAB programs for the basic GSO algorithm. It
also discusses several research problems at different levels of
sophistication that can be attempted by interested researchers. The
generality of the GSO algorithm is evident in its application to
diverse problems ranging from optimization to robotics. Examples
include computation of multiple optima, annual crop planning,
cooperative exploration, distributed search, multiple source
localization, contaminant boundary mapping, wireless sensor
networks, clustering, knapsack, numerical integration, solving
fixed point equations, solving systems of nonlinear equations, and
engineering design optimization. The book is a valuable resource
for researchers as well as graduate and undergraduate students in
the area of swarm intelligence and computational intelligence and
working on these topics.
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