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- W2380812368 abstract "A new dynamic hypermutation immune algorithm(DHIA) is proposed on the basis of (immune) network theory.DHIA adopts novel hypermutation operation to further strengthen the searching(ability) of the algorithm in the solution domain.Immune regulatory operation based on the stimulation level of each antibody is also applied to effectively maintain the diversity of the population and avoid the premature convergence.Furthermore,the convergence of the DHIA is proved theoretically through the Markov stochastic process theory.The simulation experiments show DHIA with gray coding outperforms its traditional binary counterpart.It is also verified that DHIA has better convergent performance than clonal(selection) algorithm(CLONALG) and genetic algorithms with elite strategy for global optimization problems." @default.
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- W2380812368 date "2007-01-01" @default.
- W2380812368 modified "2023-09-23" @default.
- W2380812368 title "Dynamic Hypermutation Immune Algorithms Based on Immune Network Theory" @default.
- W2380812368 hasPublicationYear "2007" @default.
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