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In order to improve the searching speed and the quality of global optimal solution, we propose an improved algorithm based on Artificial Bee Colony(ABC) algorithm, which can search the space by stochastic optimization and dynamic regulation (named SRABC). Firstly, the improved algorithm can update the next location of ABC algorithm, which can perfect the correlation for the bee colony. Secondly, we...
The acceleration strategy (AS) is proposed for improving the searching speed of particle swarm optimization (PSO) algorithm on solving multilevel thresholding problems. By adopting the dynamically changing range of every dimension during the evolutionary process, the acceleration strategy can make the searching work more efficiently on dealing with the constraint of relationship among the thresholds...
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