Computer Engineering & Science >
Dynamics Analysis of the MultiAgent Social Evolutionary Algorithm
Received date: 2009-09-25
Revised date: 2009-12-22
Online published: 2010-06-01
With a typical and simple 2bit problem, the global dynamic shape of the multiagent social evolutionary algorithm is comprehensively analyzed in this paper. The common evolution operators and their combinations are also formally described. Furthermore, a mathematical model is established based on the simplified MASEA. The effect that every evolutionary operator has on the dynamic shape is discovered by the attraction analysis of the fixed points in the models. The global convergence of MASEA is also proved for the 2bit problem.
PAN Xiaoying . Dynamics Analysis of the MultiAgent Social Evolutionary Algorithm[J]. Computer Engineering & Science, 2010 , 32(6) : 74 -76 . DOI: 10.3969/j.issn.1007130X.2010.
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