Metaheuristic optimization algorithms are usually based on swarm intelligence,and these algorithms are often referred to as smart algorithms.We review some of the widely used algorithms for optimization,including ant and bee algorithms,bat algorithm,cuckoo search, firefly algorithm and particle swarm optimization.We also discuss the challenging issues concerning parameter tuning and parameter control in metaheuristic algorithms.
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