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Optimization - The Bee's Way (Paperback)
Loot Price: R1,550
Discovery Miles 15 500
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Optimization - The Bee's Way (Paperback)
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Total price: R1,570
Discovery Miles: 15 700
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Swarm intelligence algorithms are taking the spotlight in the field
of function optimization. In this book our attention centers on a
new framework inspired from the food foraging behavior of honey
bees. Utilizing the Particle Swarm Optimization (PSO) algorithm
within this framework we have developed a novel algorithm called
Honey Bee Foraging Particle Swarm Optimization (HBF-PSO). The
HBF-PSO algorithm and its variants are suitable for solving
multimodal and dynamic optimization problems. We focus on the
niching and speciation capabilities of these algorithms which allow
them to locate and track multiple peaks in multimodal and dynamic
environments. The HBF-PSO algorithm performs a collective foraging
for fitness in promising neighborhoods in combination with
individual scouting searches in other areas. The strength of the
algorithm lies in its continuous monitoring of the whole scouting
and foraging process with dynamic relocation of the bees
(solution/particles) if more promising regions are found. Those
looking for a novel approach to function optimization utilizing the
food foraging behavior of honey bees can benefit from the
information presented in this book.
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