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Title: ??????


1
?????????????????
Keio University SFC 2004
?1? ?????????
?? ???
  • ?? ?
  • ???????????? ???? iba_at_sfc.keio.ac.jp
  • http//www.sfc.keio.ac.jp/iba/lecture/

2
??????? (Knowledge Skills)
  • ???????????????????????????????????
  • 5??????
  • ?????
  • ?????
  • ?????
  • ??????????????
  • ????

3
????????????????
4
?????????????????
Keio University SFC 2004
?1? ?????????
?????????????
?? ???
  • ?? ?
  • ???????????? ???? iba_at_sfc.keio.ac.jp
  • http//www.sfc.keio.ac.jp/iba/lecture/

5
????????
  • ????
  • ??????????
  • ???????????
  • ??????????????????????????????

??
???????
6
??????????????????
?????????
???????????
?????????
(??) http//www.red3d.com/cwr/boids/
7
?????? (Virtual)
  • Virtual ??????
  • ?????????virtus?(?, ?????)
  • ?????????????????????

??
???????
(??)http//www.red3d.com/cwr/boids/
8
??????????????
  • ??????????????????????????????????????????????????
    ????????????????????????????
  • (Carver Mead, Analog VLSI and Neural Systems,
    Reading, Mass., Addison-Wesley, 1989)

9
???????????????
  • ??????????
  • ???????????
  • ?????
  • ???????????????
  • ????
  • ?????????????????
  • ????????????????

10
??????????
  • ?????????????????????????????????????????????
  • ?????????KEIO UNIVERSITY SFC GLOBAL CAMPUS
    (SFC-GC)???????????????????SFC-GC?????????????????
    ?????????????????????????????????????????????????

11
????????
  • ?1?(10/1) ?????????
  • ?2?(10/8) ???????
  • ?3?(10/15) ???????
  • ?4?(10/22) ???????
  • ?5?(10/29) ??????(????)
  • ?6?(11/5) ?????????????
  • ?7?(11/12) ???????????????
  • (?????)
  • ?8?(11/26) ??????????
  • ?9?(12/3) ?????????????
  • ?10?(12/10)?????????????????????????
  • ?11?(12/17)???????????????????????
  • (???)
  • ?12?(1/7) ?????????????????????????
  • ?13?(1/14) ???????????????????

12
?2? ???????
  • ?????(????)???????????????????????????????????????
    ?????????????????????????????????????????????????
    ???????????????????????????????????????

13
?3? ???????
  • ????????????????????????????????????????
  • ????????????????????????????????????????
  • ???????????(?????)????????????????

14
?4? ???????
  • ???(chaos)
  • ?????????????????????????????????

xn1 a xn (1 - xn)
(??) ???, ????, ???????, NTT??, 1998
15
???????????????????
  • ????????
  • ??????????????

????????? ?????????
????????? ?????????
16
??????????
???????
????????
17
??????????
???????
? ? ?
??(??)
????????
18
?????????????
???????
?
????????
19
?????????
  • ?????????????????????????????
  • ?????????????????????????????
  • ???????????????

???????
20
?5???????(????)
  • ????????????????????????(????)????????????????????
    ??????????????????????????????????????

21
?6? ?????????????
  • ?????????????????
  • ????????
  • ?????????????????????????????????????????????????
    ??????????????????????????
  • UML(?????????)
  • Unified Modeling Language

22
??????????
  • ????????????????????????????
  • ??????????????????????

23
???????????????????????
24
??????????????????????
25
??????????????
  • ??????????????????????????????????????????????????
    ???????????????????

26
????????????????????
  • ????????????????????????????
  • ??????????????????????????????????????????

27
?7? ???????????????
  • ????????????????????????????????????????????
  • ?????????????????????????????????
  • ????????????????????
  • ?????????
  • ??????????????????????????????????????????????????
    ??????????????????
  • ????????????????????????????????????

28
???????????????
  • Java????????

29
?8? ??????????
  • ??????????????????????????????????????????????????
    ?????????????????????????????

30
????(Computational Science)
?? ????? ???? ?????
??
??
??
????
????????
??
????, ????????????????????, ????????????????,
????????, 2000 ??????
31
?9? ?????????????
  • ??????????????????????????????????????????????????
    ????????????????????????????????
  • ??????????
  • ????????????
  • ????????

32
?10? ??????????? ??????????????
  • ????????????????????????
  • ?????????????????????????

(??) http//www.red3d.com/cwr/boids/
33
?11? ???????????? ???????????
  • ??????????????????????????????
  • ?????????(GAGenetic Algorithm)
  • ????????????????????
  • ?????????????????????
  • ??(??)????????

(??) ???, ????, ???????, NTT??, 1998
34
??????????
(??) ???, ????, ???????, NTT??, 1998
35
?12? ?????????????? ???????????
  • ??????????????????????????????????????????????????
    ?????

?????? ?140??? ?????
(??) ???, ????, ???????, NTT??, 1998
36
?13? ???????????????????
  • ??????????????????????????????????????????????????
    ?(?????????????????????)??????????????????????????
    ???????????????

37
????????
  • ?1?(10/1) ?????????
  • ?2?(10/8) ???????
  • ?3?(10/15) ???????
  • ?4?(10/22) ???????
  • ?5?(10/29) ??????(????)
  • ?6?(11/5) ?????????????
  • ?7?(11/12) ???????????????
  • (?????)
  • ?8?(11/26) ??????????
  • ?9?(12/3) ?????????????
  • ?10?(12/10)?????????????????????????
  • ?11?(12/17)???????????????????????
  • (???)
  • ?12?(1/7) ?????????????????????????
  • ?13?(1/14) ???????????????????

38
???
??????????????????? (???, ????, NTT??, 1998)
?III? ????? ?8? ????? ?9? ???????????? ?10?
??????????? ?11? ??????????? ?IV?
?????????????? ?12? ???????? ?13? ???? ?14?
?????? ?15? ???? ?V? ??????????? ?16?
???????????
?I? ??????? ?1? ?????????? ?2? ?????????? ?3?
??????????? ?II? ?????? ?4? ????? ?5?
????????? ?6? ??? ?7? ?????
39
???????
?????????????? ??????????????????????
(??????????/????G?????, ?????, 2003)
  • ?1? ?????????????
  • ?2? ??????????????
  • ?3? ????????????????
  • ?4? ??????????????
  • ?5? ???????
  • ?6? ?????????????????
  • ?7? ???????????
  • ?8? ????????????
  • ?9? ?????????

Nigel Gilbert, Klaus G. Troitzsch, Simulation for
the Social Scientist Open University Press, 1999
40
???????????
  • ??????(????TASA)????
  • model-staff_at_sfc.keio.ac.jp
  • ????
  • ?? ?
  • TA(Teaching Assistant)
  • ?????
  • SA(Student Assistant)
  • ?? ??
  • ?? ??
  • ??? ??
  • ????????
  • http//web.sfc.keio.ac.jp/iba/lecture/2004/sfc-mo
    del/

41
?????????????????
Keio University SFC 2004
?1? ?????????
?? ???
  • ?? ?
  • ???????????? ???? iba_at_sfc.keio.ac.jp
  • http//www.sfc.keio.ac.jp/iba/lecture/
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