March 2023
Intermediate to advanced
218 pages
4h 17m
English
Content preview from Swarm Intelligence and Evolutionary Computation
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Chapter 5 Cuckoo Search and Bat Swarm Algorithm
This chapter is devoted to the swarm optimization algorithms: Cuckoo Search (CS) and Bat Algorithm (BA). The standard Cuckoo Search based on the Lévy Flights and some important variations of the Cuckoo Search algorithm are presented such as: Chaotic Cuckoo Search, Discrete Cuckoo Search and Discrete Binary Cuckoo Search. Also, the Bat Algorithm and some important variations of the algorithm are discussed such as: Chaotic Bat Algorithm, Binary Bat Algorithm, Discrete Bat Algorithm and also two recent variants: Bat Algorithm with double mutation (2020) and Self-adaptive bat algorithm (2019).
Cuckoo search
Cuckoo search is a meta-heuristic swarm algorithm proposed by Yang and Deb (2009) for several ...
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