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·