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第10期 王建国等：改进粒子群优化神经网络及其在产品质量建模中的应用 ,1193, Proceeding of IJCNN.Washington.1999:84 swarm optimization based BP neural network on engineering pro- [9]Suganthan P.Particle swarm optimizer with neighborhood opera- ject risk evaluating//Third International Conference on Natu- tor//Proceeding of Congress on Evolutionary Computation.Pis ral Computation (ICNC 2007).Haikou,2007:750 cataw ay,1999:1958 [12] UCI-MLR:University of California Irvine Machine Learning [10]Shi Y.Eberhart R.Fuzy adaptive particle swarm optimization Repository[DB/OL].California Irvine,Tex:University of Cali- /Proceeding of the Congress on Evolutionary Computation. fornia Irvine Libraries.1987 [2007]-http://archive.ics-uci. Seol,2001:101 edu/ml/index-html [11]Chang C G.Wang D W.Liu Y C.et al.Application of particle (上接第1173页) Sei Technol,2002.1(2):113 [4]Liu X J,Du B Y,Pan X B.Numerical simulation of flow and (刘华飞，张欣欣、干炮炉内传热和流体流动的数学模型。热 heat transfer process in a reheating furnace.Univ Sci Technol 科学与技术，2002,1(2)：113) Beijing,2005,27(3):287 [8]Koike J.KimuraS.Mechanism of nitridation of silicon powder in (刘向军，杜冰雁，潘小兵，步进式加热炉内流动与传热过程 a fluidized-bed reactor.J Am Ceram Soc.1996,79(2):365 的数值模拟.北京科技大学学报，2005,27(3)：287) [9]Maalmi M,Varma V,Strieder WC.Reaction-bonded silicon ni- 5]Zhang Y J.Fluid Mechanics Encyclopedia.Beijing:Beihang tride synthesis:experiments and model.Chem Eng Sci.1998. University Press.1991 53(4):679 (张远君·流体力学大全·北京：北京航空航天大学出版社， [10]Liang B.Duan T P.Fu H M.et al.Chemical Reaction Engi- 1991) neering.Beijing:Science Press.2003 [6]Chen J,Yang Y,Yin W,et al.Numerical simulation on ther- (梁斌，段天平，傅红梅，等，化学反应工程，北京：科学出 mal process in an Si3N4 furnace with CFX.J Univ Sci Technol 版社，2003) Beijing,2005,27(6):710 [11]Jin Y,Zhu J X.Wang Z W.et al.Fluidiz ation Engineering (陈锦，杨晶，尹少武，等.基于CFX软件的氮化硅反应炉内 Principles.Beijing:Tsinghua University Press,2001 热过程的数值模拟.北京科技大学学报，2005,27(6)：710) (金涌，祝金旭，汪展文，等.流态化工程原理.北京：清华 [7]Liu HF,Zhang X X.Mathematical model for fluid flow and heat 大学出版社，2001) transfer in the cooling shaft of coke dry quenching unit./ThermProceeding of IJ CNN．Washington1999：84 ［9］ Suganthan P．Particle swarm optimizer with neighborhood operator∥ Proceeding of Congress on Evolutionary Computation．Piscataway1999：1958 ［10］ Shi YEberhart R．Fuzzy adaptive particle swarm optimization ∥ Proceeding of the Congress on Evolutionary Computation． Seoul2001：101 ［11］ Chang C GWang D WLiu Y Cet al．Application of particle swarm optimization based BP neural network on engineering project risk evaluating∥ Third International Conference on Natural Computation （ ICNC2007）．Haikou2007：750 ［12］ UCI-MLR：University of California Irvine Machine Learning Repository ［DB／OL ］．California IrvineTex：University of California Irvine Libraries1987 ［2007］．http：∥archive．ics．uci． edu／ml／index．html （上接第1173页） ［4］ Liu X JDu B YPan X B．Numerical simulation of flow and heat transfer process in a reheating furnace．J Univ Sci Technol Beijing200527（3）：287 （刘向军杜冰雁潘小兵．步进式加热炉内流动与传热过程 的数值模拟．北京科技大学学报200527（3）：287） ［5］ Zhang Y J． Fluid Mechanics Encyclopedia．Beijing：Beihang University Press1991 （张远君．流体力学大全．北京：北京航空航天大学出版社 1991） ［6］ Chen JYang YYin S Wet al．Numerical simulation on thermal process in an Si3N4 furnace with CFX．J Univ Sci Technol Beijing200527（6）：710 （陈锦杨晶尹少武等．基于 CFX 软件的氮化硅反应炉内 热过程的数值模拟．北京科技大学学报200527（6）：710） ［7］ Liu H FZhang X X．Mathematical model for fluid flow and heat transfer in the cooling shaft of coke dry quenching unit．J Therm Sci Technol20021（2）：113 （刘华飞张欣欣．干熄炉内传热和流体流动的数学模型．热 科学与技术20021（2）：113） ［8］ Koike JKimura S．Mechanism of nitridation of silicon powder in a fluidized-bed reactor．J A m Ceram Soc199679（2）：365 ［9］ Maalmi MVarma VStrieder W C．Reaction-bonded silicon nitride synthesis：experiments and model．Chem Eng Sci1998 53（4）：679 ［10］ Liang BDuan T PFu H Met al．Chemical Reaction Engineering．Beijing：Science Press2003 （梁斌段天平傅红梅等．化学反应工程．北京：科学出 版社2003） ［11］ Jin YZhu J XWang Z Wet al．Fluidiz ation Engineering Principles．Beijing：Tsinghua University Press2001 （金涌祝金旭汪展文等．流态化工程原理．北京：清华 大学出版社2001） 第10期 王建国等： 改进粒子群优化神经网络及其在产品质量建模中的应用 ·1193·