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An improved clonal selection algorithm is proposed for the two shortcomings of the traditional algorithm. Improved contents are as follows: An adaptive improved mutation operator is designed. And we put forward an improved selection operator which takes into account two factors of affinity and concentration. The simulation results show the improved algorithm is superior to the traditional clonal selection algorithm in convergence speed and optimizing result.