Cellular Automata - PowerPoint PPT Presentation

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Cellular Automata

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90 * * * Application of data mining techniques to discover usage patterns from Web data, in order to understand and better ... – PowerPoint PPT presentation

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Title: Cellular Automata


1
???????? ????? ? ?????? ?????
??? ??????? ????? ????? 90
2
?????
  • ???????? ????? ?? ???? ?? ??? ????? ????? ??? ??
    ?? ????? ??? ?????? ????? ????? ???????? ????????
    ????? ? ... ?????? ????.
  • ???????? ????? ?? ????? ??? 1940 ???? John von
    Neumann ???? ? ?? ?? ?? ???? ????????? ???? Ulam
    ?? ????? ???? ???? ????? ????? ????????? ??????
    ??????? ??.
  • ?????? ???? ???????? ????? ??????? ??
  • cellular structures
  • homogeneous structures
  • tessellation structure
  • iterative arrays

3
?CA ???
  • ???? ???? ????? ??? ?????? ??????? ??????? ??????
    ?? ????.
  • ????? ??????? ?????? ??????? ????? ?????? ? ????
    ???? ???? ?? ???? ????? ???? ????? ???.
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    ???? ????? ??? ?????? ???? ????? ????.
  • ???? ??????? ?? ??????? ???? ??? ?????? ??
    ???????? ????? ???? ???? ???? ???????? ??????

4
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  • ????? ? ???? (????? ?? ???? ?????)
  • ???????
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  • ????? ?????

5
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    ????? ?? ???? ?? ??? ????.
  • ?????? ???? ?????? ???? ?????? ?? ???? ??????
    ?????? ???? ????? ?? ????.

6
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  • ????? ?? ?????? ?????? ???? ??? ? ... ?????.
  • ????? ?????? ?? ?? ???? ?? ????? ????? ????
    ?????? ???.

on
off
1
2
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7
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  • ???????? ????? ???? ???? ?? ?? ?????? ???.
  • ????? ???? ?? ????? ?????? ??? (?? ????? ?? ?????
    ?? ???? ? ...)

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?? ????
8
???? ????? ?? ???? ?? ????
9
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    ?????? ??????? ?????? ?? ??????? ????? ?? ?????.

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10
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    ???????.
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  • 1-????? ????? ?? ??? ????? ????? ?? ???? ??
    ????? ????? ?? ????? ?? ?? ??????? ?????? ?? ????
    ???? ?????? ???.
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    ?? ????? ????? ?? ????? ??????? ?????? ?? ??
    ??????? ????? ?? ?????? ?????? ???. ?? ??? ???
    ????? ?????? ????? ?????? ???? ?? ?? ?? ?? ??????
    ??? ???.
  • 3- ????? outer totalistic ???? ?????? ?? ???
    ????? ?? totalistic ???? ?? ??? ??? ?? ?? ?????
    ???? ???? ????? ???? ???? ??? ???? ???.

11
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C U R D L N




12
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    ????.
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    ????? ????? ????? ?????.
  • ?? ???? ?? ???? ?? ????? ???? ??? ? ?? ?????? ??
    ??? ?? ????? ??? ?? ????? ????

13
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    ???? ??? ?? ?? ????.
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    ????? ??? ?? ????? 30 ????? ???.

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25
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14
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LA2
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    ?????? i?? ?? ?? ???????? ???? ?? ????????
    ?????? ?????

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LA4
  • ????? (?????/?????) ??????? ???? ???????? ??????
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15
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    ????)

17
46
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18
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    ???? ??????? ???? ???????
  • Step Driven
  • ????? ????????? ?? ??? ?? ????? ??? ? ?? ?? ????
    ???? ???? ????? ????? ??????
  • ????? ????
  • ????? ??????
  • ????? ???? ??????
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  • Time Driven
  • ?? ???? ?? ???? ????? ???? ?? ?? ???? ?? ??
    ???????? ???? ???? ??????
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    ??????? ???? ????????
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    ??? ???? ?? ???? ????? ?????? ??????? ?????????
    ???????
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  • ?????? ?????? ??
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19
48
????? ???????? ?????? ?????
  • ????
  • ?? ???????? ?????? ????? ????? ?????? ?????? ????
    ????? ?? ??? ??????? ?? ???? ? ??????? ???????
    ???????? ?????? (???? ????) ???????
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    ?? ???? ???? ? ???? ?????? ???????
  • ????????
  • ???????? ??????
  • ?????????? (????? ?? ????? ???????? ?????? ?????
    ??? ? ?????????? ???? ???? PSO)

20
49
????? ???????? ?????? ?????
  • ???? ??????? ?????
  • ?? ???????? ?????? ????? ????????? ???? ???????
    ???? ?? ??? ????? ??? ? ?? ??? ???? ???? ???
  • ?? ???? ???????? ???? ??? ?? ???? ??????? ?? ???
    ???? ????? ????. ?? ??? ???? ?? ????? ?????
    ??????? ?? ??????? ?? ?? ??? ????? ???? ? ?? ???
    ?????? ???? ??????? ???? ???? ? ??????? ???????
    ?? ??? ????? ???
  • ?????
  • ?????? ??????? ????? ??????

21
50
????? ???????? ?????? ?????
  • ??? ???????? ?????? ?? ?? ????
  • ?? ???? ???????? ???? ??? ?? ?? ?? ???? ??? ?? ??
    ???????? ?????? ???? ????? ????
  • ??????? ?????????? ????? ?? ?? ????
  • ?????? ????? ???? ?? ???????? ????? ????
  • ????? ?? ?????? ?? ???? ???? ???? ?? ????????
  • ??? ?????? CLA-EC

22
51
????????
  • ???? ???? ??? ?????? ?????
  • ????? ??? ?? ??????? ????????
  • ????? ????? ?? ???????? ?????
  • ?????? ?????? ????? ??????
  • ????????? ????? ????? ????
  • ???????? ???????? ?????
  • ?????? ??????
  • ?????????
  • ????? ???
  • ??? ????
  • ????????? ?????
  • ????????? ???????? ???? ??????

28
52
?????
  • 1 ??????? ?????, ???? ???? ? ????? ????????,
    ???????? ?????? ?????, ?? ?????? ?????? ?????
    ??????? ????? ???????? ?????, ? 163-153, 1379.
  • 2 Beigy, H., and Meybodi, M. R., A
    Mathematical Framework for Cellular Learning
    Automata, Advanced in Complex Systems, to
    appear.
  • 3 Beigy, H., and Meybodi, M. R., A
    Mathematical Framework for Cellular Learning
    Automata, Advanced in Complex Systems, to
    appear.
  • 4 ??? ?????? ? ???? ??? ?????, ?? ???? ????
    ???? ?????????? ?????? ?????, ?? ?????? ??????
    ????? ??????? ?????? ??????? ? ????, 1384
  • 5 M. R. Kharazmi, and M. R. Meybodi,
    Application of Cellular Learning Automata to
    Image Segmentation, Proceedings of Tenth
    Conference on Electrical Engineering (10th ICEE),
    University of Tabriz, Vol 1, pp. 298-306, May
    2002.
  • 6 M. R. Kharazmi, and M. R. Meybodi, An
    Algorithm Based on Cellular Learning Automata for
    Image Restoration, Proceedings of The First
    Iranian Conference on Machine Vision Image
    Processing, University of Birjand, pp. 244 254,
    March 2001.
  • 7 F. Marchini and M. R. Meybodi, Application
    of Cellular Learning Automata to Image
    Processing Finding Skeleton ,Proceedings of The
    Third Conference on Machine Vision, Image
    Processing and Applications (MVIP 2005)
    University of Tehran, Tehran, Iran, pp. 271-280,
    Feb. 2005. 
  • 8 H. Beigy and M. R. Meybodi, A
    Self-Organizing Channel Assignment Algorithm A
    Cellular Leaning Automata Approach, Vol. 2690 of
    Springer-Verlag Lecture Notes in Computer
    Science, PP. 119-126, Springer-Verlag, 2003.
  • 9 H. Beigy and M. R. Meybodi, A Dynamic
    Channel Assignment Algorithm A Cellular Learning
    Automata Approach", Proceedings of The 2nd
    Workshop on Information Technology It's
    Disciplines, pp. 218-231, Kish Island, Iran,
    February 24-26, 2004.

45
53
?????
  • 10 M. R. Meybodi and M. R. Khojaste,
    Application of Cellular Learning Automata in
    Modeling of Commerce Networks, in Proceedings of
    6th Annual International Computer Society of Iran
    Computer Conference CSICC2001, Isfahan, Iran, PP.
    284-295, 2001.
  • 11 M. R. Meybodi and F. Mehdipour, VLSI
    Placement Using Cellular Learning Automata,
    Journal of Modares, University of Tarbeit
    Modares, Vol. 16, pp. 81-95, summer 2004.
  • 12 M. R. Meybodi and M. Taherkhani,
    Application of Cellular Learning Automata to
    Modeling of Rumor Diffusion, in Proceedings of
    9th Conference on Electrical Engineering, Power
    and Water institute of Technology, Tehran, Iran,
    PP. 102-110, May 2001
  • 13 R. Ghanbari and M. R. Meybodi, "Load
    Balancing in Grid Computing Using Cellular
    Learning automata, Technical Report, Computer
    Engineering Department, Amirkabir University,
    Tehran, Iran, 2004.
  • 14 Beigy, H. and Meybodi, M. R.., Asynchronous
    Cellular Learning Automata ,Proceedings of 10th
    Annual CSI Computer Conference o  Iran,
    Telecommunication Research Center, Tehran, Iran,
    pp. 271-280, Feb. 2005.
  • 15 Beigy, H.  and Meybodi, M. R.,  Open
    Synchronous  Cellular Learning Automata,
    Proceedings of the 8th world Multi-conference on
    Systemics, Cybernetics and Informatics(SCI2004),
    pp. 9-15, Orlando, Florida, USA. July 18-21,
    2004.
  • 16R. Rastegar and M. R. Meybodi, A New
    Evolutionary Computing Model based on Cellular
    Learning Automata, to appear in proceedings of
    IEEE conference on Cybernetics and Intelligent
    Systems 2004 (CIS2004), Singapore, December 2004.

46
54
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