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Hopfield神經網絡在磁粉制動器設計中的應用

來源:磁粉制動器  發布時間:2017-08-08

張玉存(燕山大學,河北秦皇島066004)

ZHAI YAO:WEILEYOUHUACIFENZHIDONGQIDEJIEGOU,TICHULEHopfieldSHENJINGWANGLUODECIFENZHIDONGQIJIEGOUSHEJIFANGFA。FANGFAZHONGLIYONGCIFENZHIDONGQIDEJIEGOUJIANLIYOUHUAMOXING,YICIFENZHIDONGQIDEZONGTIJIWEIMUBIAOHANSHU,TUIDAOYUESHUTIAOJIAN。GENJUTUIDAODEMUBIAOHANSHUHEYUESHUTIAOJIAN,CAIYONGWAIDIANFAHANSHUFA,GOUZAOCHUYOUHUADEZENGGUANGMUBIAOHANSHU,ZAIMANZUYUESHUTIAOJIANXIA,MUBIAOHANSHUZUIXIAO,CONGERDEDAOCIFENZHIDONGQIJIEGOUDESHEJIFANGAN。SHIJIJIEGUOBIAOMING,YOUHUAHOUDEZHIDONGQIZAIMANZUGEXIANGZHIBIAODETIAOJIANXIA,ZONGTIJIJIANXIAOLE23%。

GUANJIANCI: HopfieldSHENJINGWANGLUO;YOUHUASHEJI;MUBIAOHANSHU;CIFENZHIDONGQI;YUESHUTIAOJIAN

 

1 YIN YAN  

澳门皇宫百家乐YOUYUCIFENZHIDONGQIDEYOUDIAN,BEIGUANGFANYINGYONGYUHANGKONG、HANGTIANJISHEBEIDEZIDONGHUAKONGZHIZHONG,CIFENZHIDONGQISHEJIDEGUANJIANSHIQUEDINGQIJIEGOUCANSHU,YOUYUYINGXIANGXINGNENGDEJIEGOUCANSHUJIAODUO,YONGCHANGGUIDESHEJIFANGFADEDAOWANSHANDESHEJIBIJIAOKUNNAN,ERQIEWANGWANGGUCISHIBI[1,2]。

BENWENJIANGHopfieldSHENJINGWANGLUOYONGYUCIFENZHIDONGQIYOUHUASHEJIZHONG,DUIZHENGGEJIEGOUZONGHEKAOLV,DECHUYIGEHELIDESHEJIFANGAN。ZICONG1982NIANJ.HopfieldTICHUHopfieldSHENJINGWANGLUOYILAI,SHENJINGWANGLUODEYANJIUJINRUDIERCIGAOCHAO。HopfieldSHENJINGWANGLUOSHIDANCENGDUICHENGQUANSHENJINGWANGLUO[3~ 5],GENJUJIHUOHANSHUDEBUTONG,KEFENWEILISANXING(discrete hopfield neural network, DHNN)HELIANXUXINGDEHopfieldWANGLUO(continuous hopfield neural network, CHNN),YOUYUCHNNDEJIHUOHANSHUDESHURUHESHUCHUZHIJIANDEGUANXIWEILIANXUKEWEIDEDANDIAOSHANGSHENGHANSHU,SUOYIDUIJIEJUEYIXIEYOUHUAWENTIYIJINGQUDELELIANGHAODEXIAOGUO[6,7]。

2 CIFENZHIDONGQIJIEGOUCANSHUYOUHUA

澳门皇宫百家乐SHUXUEMOXINGDEJIANLIYIGEHAODESHEJIFANGAN,QIJIEGOUCHICUNMANZUCIFENZHIDONGQIDEXINGNENGYAOQIU,ERQIEZONGTIJIJINKENENGXIAO。CIFENZHIDONGQIDEYUANLIRUTU1SUOSHI,GENJUSHEJIYAOQIUKEJIANGCIFENZHIDONGQIJIANHUAWEITU2SUOSHIDEMOXING,TABAOKUOCIE、JICIXIANQUAN、ZHUANZISANDABUFEN。ZHESANDABUFENJUEDINGLEZHENGGEZHIDONGQIDEXINGNENGHETIJI。CIFENZHIDONGQIDESHEJIYAOQIUSHI:QIJIEGOUCHICUNMANZUXINGNENGYAOQIUQIESHIZONGTIJIZUIXIAO。TU1 CIFENZHIDONGQIDEJIEGOU2.1 SHEJIBIANLIANGRUTU2SUOSHI,XUANQUZHUANZIBANJINGr、XIANQUANKUANDUa、CIELIANGCEKUANDUc、XIANQUANGAODUh、CIESHANGBUHOUDUbWUGEJIEGOUCANSHUWEISHEJIBIANLIANG。WEILECHONGFENLIYONGCAILIAO,YINGJINKENENGSHICILUZHONGGECHUDECIGANYINGQIANGDUYIZHI。

 

……

5 JIE LUN

澳门皇宫百家乐TONGGUODUICIFENZHIDONGQIDEFENXI,QUEDINGYOUHUAMUBIAO,SHIXIANLEYINGYONGHopfieldSHENJINGWANGLUOJINXINGYOUHUACANSHU,TONGGUOBIJIAOKEZHI,YOUHUAHOUDEXINGNENGMINGXIANTIGAO。

 

 


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