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A New Clonal Selection Immune Algorithm with Perturbation Guiding Search and Nonuniform Hypermutation
2010
International Journal of Computational Intelligence Systems
A new clonal selection immune algorithm with perturbation guiding search and non-uniform hypermutation (nCSIA) is proposed based on the idea of perturbed particle swarm algorithm and non-uniform mutation. The proposed algorithm proportional clones antibody based on the affinity, adaptively adjusts the searching steps of antibodies with hypermutation according to the adaptive variation rule of non-uniform mutation and chooses the promising antibody based on the affinity by clonal selection
doi:10.2991/ijcis.2010.3.s1.1
fatcat:jvl7lqsjazgfdizh76p4qmi66a