基于GEP的web服务器安全防护技术研究

jinksimaginaryΤεχνίτη Νοημοσύνη και Ρομποτική

7 Νοε 2013 (πριν από 3 χρόνια και 10 μήνες)

215 εμφανίσεις

 21ﻭ  lO
2011  10 
ﳆ ﯣ ﯺ ﲼ 﫵   
COMPUT ER T E CH NOL OGY AND DE VE L OPME NT
V o121 NO10
0ct 2Ol 1
ﯹ  G E P  web  ﻱ     ﮤ ﲼ 﫵  ﺿ
   
( 1泥 ﻷ   ﳆ ﯣ ﯺ     ᄁ 捻    泥 ﻷ   530004
2泥 ﻷ 益     ᄁ ﲼ 﫵 ᄉ 泥 ﻷ   530003)
    ﷸ    ﻊ ﳢ Et     ﮥ  ﷸ ᆰ   鬒 ﶨ        ￝    調 web  ﻱ         
  ﷾   ﯹ    諾   ( GEP) 𢡊    ﯣ  鬒        ﯹ  GEP  web ﻱ     ﮤ ﲼ 﫵 ᆰ    ﶫ
GEP  捻   ﲼ 﫵    web  ﻱ  ﶨ                  GEPﯣ    ﲬ  ᄚ 簾     ﳡ  
     ﯹ  GEP  web ﻱ     ﮤ ﲼ 﫵       ﻍ 難 ᆪ ﷻ  web  ﻱ      ﳡ 什    ﷏ ﺪ  → 
 ﲬ 
律 ﳼ  ﯹ    諾   web ﻱ   ﻊ ￘   ¬  ﶬ
 ﶼ   鉶 TP393 ﻄ ᅲ  襁  A ﻄ   鉶 1673- 629X (2011) 10024105
R esear ch of W eb Ser ver Secur i ty T echnol ogy Based on GE P
L ON G L ong - NI NG K ui 
( 1Col lege of Computer Sci ence and El ectronic Engi neeringGuang~ Uni versi tyNanni ng 530004Chi na
2Depar tment of Computer Science and I nformati on Technol ogy  G uan g~ Norm al Col lege 
Nanning 530003China)
Abs tr act Nowadays there is a growi ng concf rn about th e problem of intemet securi tyA s the intemet and communicati on protocols open
securi holes an d other reasonsweb server i s more and more confronted wi th se curity threats Gene Expression Programming ( GEP)
combines geneti c algori thms an d geneti c pro gramming advan tages  GE P artifi cial intelligence technology wi ll be used f or th e web se rver
to establ ish a multi layered security de~nse mode1Using dynanic learning functi on in GEP algori th m Can i mpmve th e security and de
fense capabiliti es  th e way Can be tter impro ve th e web server sec uri ty
K ey wor ds G E P web server access cona-ol multi - library coll abo rati ve
O  
ﯦ  ﳆ ﯣ ﯺ     ﲰ 鬒 ﷸ  ﲼ 﫵     輸
     ﺻ  ¢ ﳌ ﶨ      ᄁ ﷸ   裡  
 ﲺ  web ﷸ           ᄉ ﶳ ᆰ 謁 ￲ in
temet  ﲨ   ﯹ  web            
嶺 ﮾ 鬒 ﯺ 惡 調   﫜     ■ 﫜   琉 ﻱ CRM
ERPEAI     ↓ ﷝    ﶬ 缾    ﷴ ﯦ  﫳
 web  ﻱ      ﻊ   ﯲ   ﻊ ﳢ ﯹ   
狀  ﷢ ᅱ   web  ﻱ    ﲼ 﫵      ﯰ
 吝    﫚  ￘  﫽 ﻝ ﳓ    麟 ﳆ 﫽 ﻝ 
 鬒 ﯖ     隆  ﲼ 﫵     律  捻    
狀 1985  TCSEC  ﺪ     ᄉ  ¢ 律   
      ﯰ         ﷸ 律 﫚 ᅪ  
𥉉    20110324 ﯘ   2011o627
ﯹ ﷰ ○  狀 ﳒ ﲶ ﯰ ﻦ ﳆ ﮮ   ○  ( 2007GH010246)
  ﳲ ﷩   ( 1980)  ﮶ 謹  ﲶ 捻  益    ﺿ  ￲ ﺪ
ﷸ    﫽 ﻝ ﷚ ﻲ 
ﳬ  ᄉ ﶳ    ﲯ   ᄉ ﶳ   ﮷ ﺳ  ﷏    紐 
  web  ﻱ       ﷪ 阮  罹   蝹   紐
﮹       ﳘ  難    ﲨ  ﳦ      
響    ﷓ ᅳ         﫜  ﻠ     ﯹ
 鬒    ﲼ 﫵 𥳐        鬒  ﮯ  ﻒ 狀  
     狀 ﷢  﫳 5  10   1999  10   
 ﳆ ﯣ ﯺ  ᄁ ᄉ ﶳ    ﮤ  ﲶ ﮮ      
ﺪ        ﳡ 囹  ﲼ 﫵    ﺪ   ᄉ ﶳ 
ﶨ 裡 鬒 隆  ﳡ 囹  ﲼ 﫵    
   ﻊ ￘  難  web ﻱ  ﷸ   ﮤ    
睊   ﶳ     ﻊ ￘         ﮧ 罹  鬒
﫽 ﻝ 罹  ﲤ   ﻊ  諾 鬒  ﻊ    ᅱ  ﲬ  ﮯ 
﫽   ᄁ  ﻊ     ﻄ  ﳡ  ﶫ ﯹ    諾  
( Gene Expression ProgrammingGEP)    捻  
ﲼ 﫵    web ﻱ     ﮤ ﳥ ᄉ  蝹 ᅱ  ﳆ ﯣ
ﯺ ﲰ  ﷸ  紐   ﮷ ﺳ ᅡ  web  ﻱ  ﷸ   ﷇ 嶺 
 ﶾ ﺶ   ﲶ  ﳵ ﳾ   ﮤ 鬒   ﺪ  ﮧ ﳡ 囹 

      ﮥ  ﶾ ﺶ 

242  ﳆ ﯣ ﯺ ﲼ 﫵     21ﻭ
l ᄉ ﶳ  ﯹ    諾  
 GEP  ﯹ  GEP  web  ﻱ     ﮤ ᄉ ﶳ
( ᅡ ﻄ ﳲ  ᄉ ﶳ ) GEP ﯹ  難   ￟      ᄉ ﶳ
  © ﺪ K  諾    諭   絛 﫽   
)  ᄉ ﶳ  K  諾  絛 﫽  ﲰ       
  ﳛ    諾 﫷 ( expression treeET) ᄉ ﶳ 
        ﺨ   絛 﫽   諾 
ᅡ ﻄ   K   諾 ET 鬒 絛 﫽   諾  ¢ ﮥ 
ﮯ ﯣ   ﲰ  GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ  GEP 
  ᄉ ﶳ    ﯣ    ﺻ 
11 ᄉ ﶳ  K   諾  ET ﯣ 
( 1) GEP ᄉ ﶳ        ﮳    K  
諾      炙 ﮹    ﷪  ( 2)  炙   ﷪  
( 5) 
( 2) GEP ᄉ ﶳ    K  諾     C 炙
﫷 T ﺪ ᅰ  ( 3)    (4) 
( 3) GEP ᄉ ﶳ   C狀  﫷  ﷚   ( 1) 
(4) GEP ᄉ ﶳ   C狀  ﷚  N 﫷 T 紐   
紐  ᅡ GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ    ￲   ﮳
      ﺴ 戮   﫷  ﷚  N ( ﲴ  炙 ﷚  難
n 絛 﫽   ﷚    Z  﫷  炙 難     
 戮  﫷 ) GEP ᄉ ﶳ  ﶫ ﷚  N 狀  ﺪ ﷚  N  
﫽     﫷  ( 1)  炙    N  exit SUC
c es s 
( 5) GEP ᄉ ﶳ   炙 﫷 T ﮹     戮   﫷 
﷚  exit error   exit Success
12 GEP ᄉ ﶳ  ET  ﮯ ﺪ 絛 﫽   諾
GEP ᄉ ﶳ   﫷  ﳆ ﯣ ﷡ 炙 Q 難   ﷚  ( N
絛 﫽 )    﫽   Q  絛 﫽 諾   ﮳     
 ﺪ  﫷   ﷚  ᅡ  ﮳   GEP  絛 﫽   ﯣ ﮳ 
難  紐  ᅡ      ᅡ      ﮵  K  
諾 ET絛 﫽   諾    ﳤ   ﮯ 
ﶼ 1 絛 﫽  諭 ﶼ
GEP ᄉ ﶳ  K  諾 
Q +abcd
嶺 諾 ( 1)  ﮯ ﺪ ET ﶼ 1ﯹ 諭 
=_ __￉ (1)
GEP ﺪ   K  諾     ( 調   ﮯ ﺪ ET
 ﯣ    ﯘ success) ﳘ   ᅡ 罹  
( 1) GEP K  諾  ﶷ  ( head) ﺲ  ( tail ) 
 裡      ﺪ headl taill 
( 2) GEP ﶷ  ﳈ ￉   窱 絛 﫽    窱    
ﺲ          
( 3) GEP headbody1  headl  蝹 ﳊ ﻊ ﳢ   
tail      ᅡ ﳵ ﳾ 
Tail  head1 ( n 1) +1 ( 2)
13 GEP ᄉ ﶳ  GEP    ᄉ ﶳ   ﯣ 
 GEP ᄉ ﶳ    絛 﫽   ﮯ ﯣ    K
 諾  諭 ᄉ ﶳ   絛 﫽 GEP   絛 﫽   ﮯ  ﯣ 
 蝹 ﳊ  ᅱ ﺪ        ﮯ ᄉ ﶳ ￉    ¢ 
 ﮯ  GEP   ᄉ ﶳ      ( K  諾 )   紐
ﻄ ﳡ   3 ﳵ 罹    ﮯ GEP    K   諾 
ET   ﮯ ﯣ   ﮯ ﺪ     絛 﫽 
2 GEP ﯹ   ﳥ ﯑ ﯷ ﲼ 﫵   ﮯ ﯣ 
 GEP 﫽 ﻝ    GEP   ﮯ  GEP   絛 﫽
 ﮯ ﯣ  ( 粒 ﳎ ﯣ  )   ﮯ      絛 﫽  
﫽  ﮯ 
粒 ﳎ ﯣ  難   ﯹ   ᅰ ﳤ ﯑ ﯷ (      )
鬒  ﳥ  尿  ﷡ 𢡊   ﳥ ﯦ ﯺ ﯑ ﯷ ﯣ     ﷢ 
  諾  﫸 ﳵ ﳾ  絛 﫽  ﮯ ﻊ ﳢ   ﯣ    ᅡ ﳘ
 
( 1)     ﮯ ﳆ ﯣ   ﳥ ﯑ ﯷ      ﯑
ﯷ ᅰ ﳤ   ﻖ    ﳘ     ᄉ ﶳ   ﻖ  ﺧ 
       絛 﫽 ﷢ ﲯ 
(2) ᄉ ﶳ ﯣ      ﲭ        ﳥ
 響       ﳥ ﳔ ﲭ  ﻖ ﳔ ﲭ     ﳈ  
  ﳥ         響    遲    絛 﫽 
ﳥ ￉     GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ    
ﳥ  尿         ﳥ  﫳 ﲯ ﳥ  紐    
3 ﯹ  GEP  web  ﻱ     ﮤ  
GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ        ﲸ 
  Web  ﻱ  ﶨ    ￉ ﾿  響       ﯺ
    ﷢ ﻶ 遲  ᅡ ﻊ ﳢ 
( 1) GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ    Web  ﻱ
  ﮧ 吝        ﷸ   ﮧ       
 ᄁ   﫚     﫜    ﲼ 﫵 (   ﯰ  ﲼ 﫵 ) 
 難  ﻝ ﯺ    鬒  ᅳ   ﷘    ﻊ    ﳬ 
ﲼ 﫵 難 﫜    﫜    ﺱ   ﯼ   ￞   ﲨ ﯺ
 l 0    ﯹ  GEP  web ﻱ     ﮤ ﲼ 﫵  ﺿ 243 
      ﮧ ﷸ  ﷸ  web    ﮤ ᄉ ﶳ   

   ﮧ  ￉     ﷸ          
ﺡ ￉  調   ﺪ ᄌ    ﮧ 吝    ﲼ 﫵   ﮧ 吝 
  難  ﮧ  ﳘ   ᄁ ﷸ     ﯹ   ﷸ   
          ﻊ  ﮧ 𧻓 ￈   ￲  ﻱ  
  吝  GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ      ﻱ
 ﻶ  難  﫚   ﮧ  ﯹ    輸 
( 2) web    ﮤ ᄉ ﶳ    web  ﻱ   ﮰ 
    web  ﻱ   﫽 ﻝ  IntemetIntranet 紐 
﫤 缾  ﯡ  ﷘ ﯱ    ﮧ ﳡ 囹 
           﫽 ﻝ 
   ￞ 﫳  ﮰ      
﮽  﫽 ﻝ     ﮰ  ﳤ   ﷘
ﯱ 鬒    ﳆ ﯣ ﯺ ﷸ  鬒  ﮰ ﷸ
   GEP ﲼ 﫵 web    ﮤ
ᄉ ﶳ  ﯼ  ﯹ        ﶨ
        ﷓  ᄁ 難 
ﷸ  紐 ﷸ  泥        ﯺ
 ﷸ    
ﯹ  GEP  web  ﻱ     ﮤ ᄉ ﶳ    
 難    ᅪ ﮧ   ﮧ      ﯲ   ﻊ   
ﻱ   𧻓 ￈  ﷸ  吝  ﳸ  ﳸ   ᄁ   﫤 鬒  
              鬒 ﷪     ﮧ 吝
 ﳸ  ﶨ 什 﫳   ﻊ ﻟ ﳥ   ᄁ    GEP  
    ﷸ   𢡊  ﻶ 鬒  ￞ ￘    ﺭ 什 﫚  
  ﻊ   ᄁ   ﮧ  ￉  ﻊ  GEP ﲼ 﫵 web   
ﮤ ᄉ ﶳ  ﮧ    ﯡ ﮰ 什      ¢ 律   ᄁ ﶫ ﳇ
 ﺪ 麟 ﳆ   
ﯹ  GEP web ﻱ     ﮤ ᄉﶳ
  
_  吝ﳸ H GEPﻶ    ᅪ
ﮧ f webﻱ

_1 﫤 _ _﷐ 0﮾￘ l   
I l
  麟 ﳆ
( 3) web    ﮤ ᄉ ﶳ   ﻊ web  ﻱ    
麟 ﳆ ﯺ    麟 ﳆ ﯺ  難  web  ﻱ     ﮤ ᄉ
ﶳ 裡  ¢     ﳇ  ﳘ  難  﫽 ﻝ   料  
  ﳇ     﫳      ﳇ     ￉   
       調      ﮧ  IP     缾
ﳤ         ᅱ ᄉ ﶳ  﫽 ﻝ    ﮵ ￉  
ﻝ   ﳇ   ﺿ   ﯲ     ﳇ       難
              ￞   ᄉ ﶳ  
 
   紐   ﻊ ﳢ ﶨ     GEP ﲼ 﫵 web 
  ﮤ ᄉ ﶳ  ᄉ ﶳ 難 ﺻ    ᄉ ﶳ 鬒   ᄉ ﶳ  ﳤ
ﻟ      鬒 ﷓ ᅳ  ﶨ   ﳾ  ﻝ 狀 ﳒ   ﲼ 﫵
罹    律 罹   ﯺ  ﲶ 罹   ᄁ ᄉ ﶳ ﺪ  ￳  
 捻     ﻶ 𥳐   web  ﻱ   吝  ﳸ   ﻊ
￘  鬒 麟 ﳆ        ﷸ   ￘  鬒 隆   
ﳡ  web ﻱ   ﷸ  ﮷ ﺳ ᅡ      ﻟ ﳥ  ﮵ 
ﻍ 難   GEP      ᄚ 簾  鬒 絛 﫽  ᅱ 簾  
ﲰ 什  罹  狀  簾  蝹 ᅱ  ᅡ 簾   難 GEP ﲼ 﫵
web    ﮤ ᄉ ﶳ    ﮧ  ﻊ  ﺪ  諾  ﻶ  
 什  罹  狀    襁  鬒     殮 ﯷ  難  
GEP 絛 﫽  ᅱ ﲼ 﫵 ﷸ   ﮧ  ﻊ  諾   ﳡ   ﮧ
  襁   蝹 缾        GEP ﲼ 﫵  ￟  
    GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ    ﮤ ᄉ ﶳ 難
惡 ﶨ  LinuxWindows  ﲨ 紐     ﮤ ᄉ ﶳ GEP
ﲼ 﫵 web    ﮤ ᄉ ﶳ   缾     ﻱ  紐   ﲴ
￉  ᄉ ﶳ  吝  ﳸ   ﻊ ￘    麟 ﳆ 鬒    ﻶ
﯄      ﷸ  ﷡ 惡  ﶼ 2 ﯹ 諭 
ﶼ 2 ᄉ ﶳ ﷸ  ﷡ 惡
4 ﯹ  GEP  web  ﻱ     ﮤ  
 ᄉ ﶳ   ﻊ  ﺪ   ﮯ  ﻶ 簾     蝹 ᅱ 
  難    ﻊ web  ﻱ    ﺪ ﳡ 囹    ﺯ 鬒
￘    睊   罹   ﮧ  ﺪ   簾  難   GEP
   絛 﫽  ᅱ 簾   ﲰ IFTHEN 罹  狀  簾  
GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ ﶨ      ﮯ ﲯ  ﮯ 
  ﮯ   ﳒ ᄉ ﶳ  ᄉ ﶳ ﶨ      ¬  ﶬ  
 ﶨ     IFTHEN 罹  鬒     GEP ﲼ 﫵
web   ﮤ ᄉ ﶳ 蝹 ᅱ  ﮧ  ﻊ  ﺪ  諾  ﻶ ﳡ 
 ﮧ   襁   蝹 缾  GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ
  襁  鬒     殮 ﯷ     GEP ﲼ 﫵  ￟ 
     ﯹ  簾     ﶼ 3 ﯹ 諭 
ᄉ ﶳ    ¬  ﶬ   諾 ﶨ   﫽 ﻝ ¬  
¬  襁 ¬  﫽 ﻝ ¬     律  﫽 ﻝ 鬒 ﷡ 炙 ᄉ ﶳ
  ¬       律  﫽  ﳆ ﯣ     鬒   
GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  襁 ¬       律 ﳆ
ﯣ ﯺ ﷸ      ﳒ  罹     襁 
ᄉ ﶳ   ￘   難  ﷸ     ﯹ  紐 ﶨ  
    ¬  ﳤ  襁 ¬  ﷆ  ﯺ  ﳤ   ﶬ   
 ﺪ      ﻟ ﳥ  ○  ﮵ 﫤  﫤    諾 
難 琉   ﷆ  律 ᄉ  難 ¢ ﶬ   ﶬ  難 ﷆ  什  
ﻟ ﳥ    ﯹ  GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ   
 ﺪ ﯹ   ᄁ ○     ﲺ    ￘   諾    ￘
  難  ﷓   ᄁ ¬ 鬒 簾   ←  﫠    難  ﾿
  𥳐   蝹 ᅱ   GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ 

244  ﳆ ﯣ ﯺ ﲼ 﫵     21ﻭ
       GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  襁 
 鬒 ﷆ  什  難  頋      ᅡ  ↑ ᄌ ﷩ 隆  DY l
   ᄉ ﶳ  蝹 ᅱ   
web    ﮤ ᄉ ﶳ    ﳵ ﯲ  ﳵ ﷆ    ᄉ ﶳ  ﻝ
 ﮧ    ﷡ 炙 ﺭ 什 ﻄ  ﶼ ￱    﫳 ﶫ ¢  
 ᄁ ﳘ   﫽 ﻝ ¬   諾    ﺪ 﫤   輸 蝹 囹 ﷆ
ﶼ 3  ﻊ  ﺪ   ﮯ  ﻶ 簾    ﶼ
( 1) GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ  襁   
 ﳒ ᄉ ﶳ    捻   ﯮ  難   襁 ﺪ   
襁 ¬ 難  ᄉ ﶳ           GEP ﲼ 﫵 web
   ﮤ ᄉ ﶳ   襁 ¬ 難        罹    
ﲯ 𢡊 GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ   ﳵ 罹   ￳ ﺪ
 ﳡ ( P) ﷡  ( C) 鬒 ￉   ( CF)   GEP ﲼ 﫵 web
   ﮤ ᄉ ﶳ    蝹 ᅱ   諾 ﺪ 
I F < P > T HE N < C > WIT H < CF =?>
GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  
P = 0 P
i =1
n ﺪ  ﳵ 罹    ﳡ 﫽 GEP ﲼ 﫵 web    ﮤ
ᄉ ﶳ  0 ={ANDOR }GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ
 P ﺪ 罹   ﳡ ﲯ 𢡊 { PP2 P }   ﯘ GEP
ﲼ 﫵 web    ﮤ ᄉ ﶳ  CF =?ﺪ  ﳵ 罹   ￉ 
     﫽  
￉      難 ﺪ   遲     襁   﫽  鬒
    GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ   ￉   
ﳤ   ﺪ [ 01] GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  ￉ 
      ﺻ    ﳒ  ﺿ 鬒 ᄉ ﶳ   蝹  ¢ ﷡ 𢡊
 ﶾ ﺶ  ﯱ  
GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ   罹  狀   
GEP ﲼ 﫵 ﷸ    狀  ﻟ   捻   慄   ﮯ  
 ᄉ ﶳ ﺫ    ﳘ  
( 2) GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  ﷆ  什  
ﷆ  什  ￉   﫶 ﺪ 𧻓 ￈   GEP ﲼ 﫵 ﷸ  
ﮧ  ﻊ  諾   ﶨ  ¢ 律     ( ￉   ￟  
囹 﫳    ) GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  﫳  
GEP 狀   IF- THEN罹  鬒  ﮧ   ﷸ  ﷆ  ﳡ 
GEP ﲼ 﫵    蝹 缾     ￟      
ᄉ ﶳ ﷆ  什    﫽 ﻝ    ￲      ﷆ
   ﷆ   蝹  難   襁 罹   ﷓   GEP ﲼ 﫵
 ﯺ 調  
ﻟ ﳥ 什  難 
   ￘    ﻝ  ﮧ    
 﫽 ﻝ ¬ ﯱ     ﳘ  輸 蝹  
 ¬  ﯱ     ﳆ ﯣ   GEP ﲼ
﫵 web    ﮤ ᄉ ﶳ ﺭ 什 ﳆ ﯣ 鬒 
 﫳     輸 蝹 ﳘ   﫳   
   﫽 ﻝ ¬     ﯍ ﷹ ﷆ 
ﯺ 
 ﷆ  ﯺ   ﳘ  輸 蝹   
ﳘ  輸 蝹   襁 ¬  罹    ﳡ ﳵ
ﳾ ﷸ    GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ ﶫ    簾
 罹   ﷡   ﯘ   ￘      﫽 ﻝ ¬ 
 ﶫ 紐    狀      﫽 ﻝ ¬   ﳤ ﷡ 
  ﺪ   ﳘ  輸 蝹  﫳     紐    
  ﻞ   ﳘ  輸 蝹 狀  缾 GEP ﲼ 﫵 web  
 ﮤ ᄉ ﶳ   ￘   ﻍ     ﻈ    ﲬ  缾 ﷆ
 什  ﷡ 﫸  﫤    ﷡ 炙 
ﶬ 缾 ﯹ  GEP     ﻶ 什  難    ﲬ  ᄚ
  響  什   GEP    ﻶ  ← ﻟ   ᄚ 簾  
GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ    簾   ﻶ ﷡ 炙 ￉ 
 ﺪ    ﻶ 罹     ￉   ﻝ ᄉ ﶳ ﯽ    ﻶ
ﺭ         ﻞ   罹       ﮯ ﷆ 
罹  ¬ ﳡ   ﻶ        GEP ﲼ 﫵 web  
 ﮤ ᄉ ﶳ ﻟ    ﳘ  鬒  響   
5 GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  䀹 蝹  
 ﻶ
GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ   惡 ﶨ  windows
ᄉ ﶳ  ﲨ 紐   c 鬒 Delphi ᆰ  GEP ﯣ     蝹
ﳊ  䀹    ﲨ   4GCUP2g0GHz  I BM  ﻱ
  䀹 GEP  web  ﻱ      炙 
GEPﲼ 﫵 web    ﮤ ᄉ ﶳ GEP      
  﫽  ᅡ 
( 1) GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ    﫽 ( ﳻ 
1) 
 1 GEP ﲼ 﫵 web   ﮤ ᄉ ﶳ     﫽
ᄉ ﶳ   罹  l00 ᄉ ﶳ ﷸ ﮯ  﫽 l O0o
ᄉ ﶳ ﯹ      01 ᄉ ﶳ Is  ﮻ 01
ᄉ ﶳ       04 ᄉ ﶳ       04
ᄉ ﶳ RIS ﮯ   01 ᄉ ﶳ ﯹ   ﮻   01
( 2) ᄉ ﶳ 絛 﫽     絛 﫽 ﲯ ᄉ ﶳ 絛 﫽 ﲯ 𢡊 
+   I nsqrt COSsinpow( 10 ) ᄉ ﶳ  
 1O    ﯹ  GEP  web ﻱ     ﮤ ﲼ 﫵  ﺿ 245 
 ﲯ 𢡊  n9+l   
(3) ᄉ ﶳ ﯹ  ﶷ  headl ﺪ ￉   﫽  ﻝ 諾 ( 2)
調 taill =headl +l ﲴ ￉   GEP ﲼ 﫵 web   ﮤ ᄉ
ﶳ ﯹ    諾     
(4) ᄉ ﶳ ﯹ  﫽 5
(5) ᄉ ﶳ  ﷓ 絛 﫽 +
(6) ᄉ ﶳ    ﶻ   04
(7) ᄉ ﶳ 2  ﶻ   04
( 8) ᄉ ﶳ     0044
(9) ᄉ ﶳ 粒 ﳎ ﯣ   﫽 N =20M =7
   䀹 GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ   ﺪ 
率  ¢  ﻳ    ᄉ ﶳ    絛 﫽    ﯹ  ﶷ  
 headl  律 ᄉ 
ﶼ 4     䀹 蝹  ﷡ 炙 
|IIIj


 
 ﻊ ﻶ        
  ﯹ  GEP   ﻊ ￘  ﲼ 﫵 ﺪ web  ﻱ  ﶨ
                ᄉ ﶳ   蝹 ﳊ
   ﷢ ﻶ web  ﻱ     ﻊ ﳢ ﻟ  类  ᅱ 蝹 
  
 ᄐ ﻄ ᅲ 
[ 1]    ﶨ Web      隆   ﺿ  ﷸ  [J ] 
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[3] Ferreira CGene expression pro grammingmathematical mod
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V erlag2002

 
L
 
l 
 
 

 
        _     
1 3 5 7 9 11 13 15 17 19
ﯹ  ﶷ    
ﶼ 4 GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ ﯹ  ﶷ 
      ¢  ﻳ    ↓
ﶼ 4   GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ  調  ﯹ
   諾 ﶷ          響   﫽    炙 﫽
 ﲫ  ﯡ   絛 﫽    ﶵ    調  ﮯ    ﻖ
  ﺧ  𥉉   炙 ﲫ    遲  ﺪ GEP ﯣ   缾
ﳤ     ﯹ        GEP ﲼ 﫵 web   
ﮤ ᄉ ﶳ   諾 ﲫ  ﯡ 調  ﮯ   紐 﫽 ﻝ    ﮯ 
   GEP ﲼ 﫵 web    ﮤ ᄉ ﶳ   盛  
6 ﷡ 﫸 
 ﺿ   ﶳ   ﷸ 律 ᄉ ﶳ  ﯰ    ﳬ  ᄉ
ﶳ    ᄉ ﶳ       紐     ￝ 鬒   
  ﶬ   ﷡   ﳆ ﯣ ﯺ    ﳥ ᄉ   龜  © 
ﳓ  ﲼ 﫵 鬒   隆   ￉     ﷢  缾 﫲   
 ﻊ ￘  ﲼ 﫵 難     殮 ﯷ   﫳     
web  ﻱ       ﷢  ﯹ  GEP     ﻊ ￘ 
難   ￈ ﷸ   ﻊ ￘  ﲼ 﫵 ﯼ       ﶬ 缾 
 ﻊ ￘         ﮯ   ᄚ   諾 ﷢ ﻶ 調
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1O12 
[6] Yuan Changan Markov Convergence of Ge ne Expression Pr o
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[8]  ﮶ ﯹ    諾      ﯹ  律 ﳼ ﲼ 﫵  ﺿ [ D]
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[9]  ﳽ ﺪ    ﷸ  GEP   ﲰ    ﮯ ﶨ     
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[1O]   ﻼ ﳆ  ﷜     ﯹ  ﯹ    諾   ﮯ  ﳾ
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