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Comprehensive Overview on Computational Intelligence Techniques for Machinery Condition Monitoring and Fault Diagnosis被引量:18
《Chinese Journal of Mechanical Engineering》2017年第4期782-795,共14页Wan Zhang Min-Ping Jia Lin Zhu Xiao-An Yan 
Supported by National Natural Science Foundation of China(Grant No.51675098)
Computational intelligence is one of the most powerful data processing tools to solve complex nonlinear problems, and thus plays a significant role in intelligent fault diagnosis and prediction. However, only few com-...
关键词:Computational intelligence Machinerycondition monitoring Fault diagnosis Neural networkFuzzy logic Support vector machine - Evolutionaryalgorithms 
Multiobjective optimization using an immunodominance and clonal selection inspired algorithm被引量:6
《Science in China(Series F)》2008年第8期1064-1082,共19页GONG MaoGuo JIAO LiCheng MA WenPing DU HaiFeng 
the National Natural Science Foundation of China(Grant Nos.60703107 and 60703108);the National High Technology Research and Development Program(863 Program) of China(Grant No.2006AA01Z107);the National Basic Research Program(973 Program) of China(Grant No.2006CB705700);the Program for Cheung Kong Scholars and Innovative Research Team in University(Grant No.IRT0645)
Based on the mechanisms of immunodominance and clonal selection theory, we propose a new multiobjective optimization algorithm, immune dominance clonal multiobjective algorithm (IDCMA). IDCMA is unique in that its f...
关键词:multiobjective optimization IMMUNODOMINANCE clonal selection artificial immune systems evolutionaryalgorithms 
A novel algorithm of artificial immune system for high-dimensional function numerical optimization被引量:18
《Progress in Natural Science:Materials International》2005年第5期463-471,共9页DUHaifeng GONGMaoguo JIAOLicheng LIURuochen 
Supported by National Natural Science Foundation of China (Grant Nos. 60133010 and 60372045)
Based on the clonal selection theory and immune memory theory, a novel artificial immune system algorithm, immune memory clonal programming algorithm (IMCPA), is put forward. Using the theorem of Markov chain, it is p...
关键词:clonal selection immune memory artificial immune system evolutionaryalgorithms Markov chain 
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