Abstract
In order to improve the ability of Artificial Bee Colony(ABC) algorithm at exploitation,a new Chaos Artificial Bee Colony(CH-ABC) algorithm was proposed for continuous function optimization problems.A new chaotic local search operator was embedded in the framework of the new algorithm.The new operator,whose search radius shrinks with the evolution generation,can do the local search around the best food source.The simulation results show that: compared with those of ABC algorithm,the solution quality and the convergence speed of the new algorithm are better for Rosenbrock and the convergence speed of the new algorithm is better for Griewank and Rastrigin.
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