General mode description genetic algorithms based on a framework of swarm intelligence
Qidi Wu · Caai Transactions on Intelligent Systems · 2007
Different computational modes of agents take on relatively uniform characteristics in different kinds of swarm intelligence algorithms,though they usually have different extrinsic forms.To verify this idea and make further systematic study of swarm intelligence from a more macroscopic angle,various kinds of intelligent computational modes in the field of swarm intelligence were identified and are summarized in this paper.Based on this work,a uniform framework describing swarm intelligence is proposed,discussed,and then shown to be valid using a genetic algorithm.Finally,a general description of genetic algorithms is presented based on the idea of a framework of swarm intelligence.