In this paper, a hybrid artificial immune system(HAIS) is constructed by making use of the advantages of AIS and SQP and adding the SQP operation to the AIS method.

• 甚难找到痕量解。为此;在AIS算法中引入SQP操作;汲取两者的优点;构建混合免疫算法（HAIS）。