May 2013
Intermediate to advanced
450 pages
13h 16m
English
book
Swarm Intelligence and Bio-Inspired Computation
by Xin-She Yang, Zhihua Cui, Renbin Xiao, Amir Hossein Gandomi, Mehmet Karamanoglu
Content preview from Swarm Intelligence and Bio-Inspired Computation
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Preface
Swarm intelligence and bio-inspired computation have become increasingly popular in the last two decades. Bio-inspired algorithms such as ant colony algorithm, bat algorithm (BA), cuckoo search (CS), firefly algorithm (FA), and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase in the number of relevant publications. Metaheuristic algorithms form an important part of contemporary global optimization algorithms, computational intelligence, and soft computing.
New researchers often ask “why metaheuristics?”, and this indeed is a profound question, which can be linked to many aspects of algorithms and optimization, including what algorithms to choose and why certain algorithms ...
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