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Sotuken

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Avatar for Ryu Ryu
December 05, 2019
Technology
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 Sotuken

卒業研究発表に利用したスライド

Avatar for Ryu

Ryu

December 05, 2019

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Transcript

  1. 'SPOU&OE 'SBNFXPSLʹஔ͚Δ ϝλϓϩάϥϛϯάͷ ਌࿨ੑ͓Αͼ׆༻ࣄྫ Tҏ೾ཾҰ 

  2. 2 3ZVJDIJJIB !3ZV@@VZ3 *5DPMMFHF0LJOBXB TQFDJBMJTU OFYUZFBSQJYJWJOD XPSLGJEFMJUZXJSFTJOD XSJUJOHJOUFSFTUJOHQSPHSBNTDPEF ҏ೾ཾҰ !3ZV@@VZ3

    \MJLF< A&$."4DSJQUA A/VYUA A7VFKTA  A)BTLFMMA A1PLFNPOA A1SPHSBNJOHA >^ AAA
 *5ΧϨοδೖͬͯϓϩάϥϛϯά͸͡Ίͨ  -5ͱ͔͢Δͷ޷͖  ͕ͬͭΓϓϩάϥϛϯάॳΊͯͦΖͦΖ೥ AAA

  3. 3 3ZVJDIJJIB !3ZV@@VZ3 *5DPMMFHF0LJOBXB TQFDJBMJTU OFYUZFBSQJYJWJOD XPSLGJEFMJUZXJSFTJOD XSJUJOHJOUFSFTUJOHQSPHSBNTDPEF

  4. 4 3ZVJDIJJIB !3ZV@@VZ3 *5DPMMFHF0LJOBXB TQFDJBMJTU OFYUZFBSQJYJWJOD XPSLGJEFMJUZXJSFTJOD XSJUJOHJOUFSFTUJOHQSPHSBNTDPEF ҏ೾ཾҰ !3ZV@@VZ3

    \MJLF< A&$."4DSJQUA A/VYUA A7VFKTA  A)BTLFMMA A1PLFNPOA A1SPHSBNJOHA >^ AAA
 *5ΧϨοδೖͬͯϓϩάϥϛϯά͸͡Ίͨ  -5ͱ͔͢Δͷ޷͖  ͕ͬͭΓϓϩάϥϛϯάॳΊͯͦΖͦΖ೥ AAA

  5. 5 ҏ೾ཾҰ !3ZV@@VZ3 \MJLF< A&$."4DSJQUA A/VYUA A7VFKTA  A)BTLFMMA A1PLFNPOA

    A1SPHSBNJOHA >^ AAA
 *5ΧϨοδೖͬͯϓϩάϥϛϯά͸͡Ίͨ  -5ͱ͔͢Δͷ޷͖  ͕ͬͭΓϓϩάϥϛϯάॳΊͯͦΖͦΖ೥ AAA ҰॹʹϙέϞϯͯ͘͠ΕΔਓઈࢍืूத

  6. 6 3ZVJDIJJIB !3ZV@@VZ3 *5DPMMFHF0LJOBXB TQFDJBMJTU OFYUZFBSQJYJWJOD XPSLGJEFMJUZXJSFTJOD XSJUJOHJOUFSFTUJOHQSPHSBNTDPEF ҏ೾ཾҰ !3ZV@@VZ3

    \MJLF< A&$."4DSJQUA A/VYUA A7VFKTA  A)BTLFMMA A1PLFNPOA A1SPHSBNJOHA >^ AAA
 *5ΧϨοδೖͬͯϓϩάϥϛϯά͸͡Ίͨ  -5ͱ͔͢Δͷ޷͖  ͕ͬͭΓϓϩάϥϛϯάॳΊͯͦΖͦΖ೥ AAA

  7. ΞδΣϯμ  ɾ੍࡞ϓϩμΫτʰ$SBGUPNZʱͷ঺հ N  ɾʰ$SBGUPNZʱΛࢧ͑Δٕज़ N  ɾࠓճͷৼΓฦΓ༨ஊ N

  8. ΞδΣϯμ  ɾ੍࡞ϓϩμΫτʰ$SBGUPNZʱͷ঺հ N  ɾʰ$SBGUPNZʱΛࢧ͑Δٕज़ N  ɾࠓճͷৼΓฦΓ༨ஊ N

  9. ੍࡞ϓϩμΫτ ʰ$SBGUPNZʱͷ঺հ 

  10. ੍࡞ϓϩμΫτʰ$SBGUPNZʱͷ঺հ  ɾσϞ ɾ֓ཁ ɾϓϩμΫτΛ௨ͯ͠ͷૂ͍ ɾ͜ͷઌͷ$SBGUPNZͷల։

  11. ૣ଎Ͱ͕͢ 

  12. $SBGUPNZ%&.0 

  13. $SBGUPNZ֓ཁ 

  14. ͳͥ͜ͷϓϩμΫτ Λ࡞ͬͨͷ͔ 

  15.  ੍࡞ͷഎܠཁҼ ɾϓϩάϥϛϯάڭҭͷඞमԽ ɾϓϩάϥϜ࢝ΊΔਓ͕૿͕͑ͨ ɾڭҭ͚ͩͰͳ͘ ༡΂ΔαʔϏεͷগͳ͞

  16. ϓϩάϥϛϯάڭҭͷඞमԽ

  17. ೥౓Ҏ߱ͷ ֶशࢦಋཁྖ จ෦ՊֶলެࣜΑΓ

  18. ཁ఺ wɾ೥౓ΑΓஈ֊తʹ w৘ใՊͷΧϦΩϡϥϜ͕ wখதߴͰ૊·ΕΔ wɾϓϩάϥϛϯάతࢥߟͷҭ੒ʹ஫ྗ w

  19. ϓϩάϥϛϯάΛ ࢝ΊΔਓ͕૿͑ͨ ʢͪ͜Β͸͋͘·Ͱ๻ͷײ૝ൣғͷ࿩Ͱ͢ʣ

  20. ೖ໳ऀ͕૿͑ͨ wɾϓϩάϥϛϯάೖ໳΁ͷෑډ͕Լ͕ͬͨ w 1SPHBUF QBJ[B FUD  wɾݸਓυΩϡϝϯτͷଟ༷Խ w 2JJUB

    ݸਓϒϩά  wɾϓϩάϥϛϯάڭࣨͷҰൠԽ w

  21. ೖ໳ऀ͕૿͑ͨ wɾϓϩάϥϛϯάೖ໳΁ͷෑډ͕Լ͕ͬͨ w 1SPHBUF QBJ[B FUD  wɾݸਓυΩϡϝϯτͷଟ༷Խ w 2JJUB

    ݸਓϒϩά  wɾϓϩάϥϛϯάڭࣨͷҰൠԽ w w৘ใֶՊͰͳͯ͘΋ֶ΂Δ؀ڥͷ੔උ

  22. ೖ໳ऀ͕૿͑ͨ w৘ใֶՊͰͳͯ͘΋ֶ΂Δ؀ڥͷ੔උ w

  23. ͦͷҰํ

  24. ೖ໳ऀ͕૿͑ͨ wɾϓϩάϥϛϯάೖ໳΁ͷෑډ͕Լ͕ͬͨ w 1SPHBUF QBJ[B FUD  wɾݸਓυΩϡϝϯτͷଟ༷Խ w 2JJUB

    ݸਓϒϩά  wɾϓϩάϥϛϯάڭࣨͷҰൠԽ w

  25. ͋͘·Ͱಛఆ೥ྸҎ্ͷ ਓ͕ؒର৅ʹͳ͍ͬͯΔ

  26. খதߴੜ޲͚Ͱ͸ͳ͍ ݸਓͷײ૝Ͱ͢

  27. ڭҭͷ࢖͑ͯɺ༡΂ΔαʔϏεʹ ڝٕੑ͕ཉ͍͠ ʢͪ͜Β͸͋͘·Ͱ๻ͷײ૝ൣғͷ࿩Ͱ͢ʣ

  28. ॳֶࣾ޲͚ϓϩάϥϛϯάɺήʔϜ wɾ4LFUDI wɾ$PEF4UVEJP wɾ4NBMSVCZ

  29. ϏδϡΞϧϓϩάϥϛϯάͰ ΩϟϥΛಈ͔͚ͩ͢Ͱ͸ ுΓ߹͍͕ͳ͍ ݸਓͷײ૝Ͱ͢

  30. ڝٕੑ͕͋Δ ϓϩάϥϛϯάΛ༻͍ͨαʔϏε wɾڝٕϓϩάϥϛϯά "U$PEFS 5PQPEFS FUDʜ

  31. ڝٕϓϩάϥϛϯάͱ͸ wɾ͓୊ʹԊͬͯɺϓϩάϥϜΛॻ͘ڝٕ wɾΞϧΰϦζϜ΍ɺ਺ֶͳͲͷ஌͕ࣝ໰ΘΕΔ

  32. ॳֶऀʹ͸ϋʔυϧ͕ߴ͗͢Δ ݸਓͷײ૝Ͱ͢

  33. ੍࡞എܠ·ͱΊ

  34. ੍࡞എܠ·ͱΊ wɾϓϩάϥϛϯάඞमԽ wɾখதߴͰॳֶऀ޲͚Ͱڝٕੑͷ͋ΔαʔϏε͕ গͳ͍ wɾطଘαʔϏεͩͱϋʔυϧ͕ߴ͍

  35. $SBGUPNZͰ૝ఆͯ͠ ͍Δλʔήοτ 

  36. ϝΠϯ খதߴੜ αϒ ϓϩάϥϛϯάॳֶऀ 

  37. $SBGUPNZૂ͍ 

  38.  $SBGUPNZૂ͍ ɾݏ͍ʹͤ͞ͳ͍ ɾ೉͍͠෺͡Όͳ͍ͱࢥΘͤΔ ϓϩάϥϛϯάΛ

  39. $SBGUPNZࠓޙͷల։ 

  40.  $SBGUPNZࠓޙͷల։ ɾ6* 69ͷվળ ɾΤσΟλ෦෼ʹ-JOUΛ࣮૷ ɾউར਺ͳͲͷϥϯΩϯά

  41. ΞδΣϯμ  ɾ੍࡞ϓϩμΫτʰ$SBGUPNZʱͷ঺հ N  ɾʰ$SBGUPNZʱΛࢧ͑Δٕज़ N  ɾࠓճͷৼΓฦΓ༨ஊ N

  42. ͪΐͬͱখ೉͍͠࿩͕ଓ͖·͢  ઌʹɺ8&#ٕज़ΛטΜͰͳ͍ਓ΁

  43. ͪΐͬͱখ೉͍͠࿩͕ଓ͖·͢  ԿݴͬͯΔ͔Θ͔Μͳ͍ͱࢥ͍·͕͢ ʰ͋͊͜Μͳੈք΋͋ΔΜͩͳ͊ʱ ͱΑ͠ͳʹ

  44. ͪΐͬͱখ೉͍͠࿩͕ଓ͖·͢  ؾʹͳΔ఺͕͋Ε͹ ޙ΄Ͳؾܰʹ ࣭໰͍͚ͯͨͩ͠Δͱ ͏Ε͍͠Ͱ͢

  45. ͪΐͬͱখ೉͍͠࿩͕ଓ͖·͢  ٕज़ऀ͓Αͼֶੜ΁

  46. ͪΐͬͱখ೉͍͠࿩͕ଓ͖·͢  Θ͔Μͳ͍ͱ͜Ζ͋ͬͨΒ ੋඇ࣭໰͍ͯͩ͘͠͞ ͋ͱϝϞ͙͙ͬͯΕ

  47. ʰ$SBGUPNZʱΛࢧ͑Δٕज़  ɾߏ੒ɺઃܭࢥ૝ ɾٕज़બఆ ɾ$SBGUPNZͷίΞͱͳΔ෦෼

  48. $SBGUPNZ@ٕज़ <Aߏ੒A Aઃܭࢥ૝A> 

  49. $SBGUPNZͷߏ੒ αʔόʔϨεΞʔΩςΫνϟ ʢଟ෼ʣ

  50. $SBGUPNZͷߏ੒ (PPHMFΞΧ΢ϯτΛ ར༻ͨ͠ೝূ

  51. $SBGUPNZͷߏ੒ ೝূࡁΈϢʔβʔσʔλͱ ඥ෇͚ͨઓಆσʔλͷอଘ

  52. $SBGUPNZͷߏ੒ 'BB4Λར༻ͨ͠ ϥϯΩϯάͳͲΛฦ͢"1*

  53. ͜ͷߏ੒ͷϝϦοτ wɾαʔόʔΛ༻ҙ͢Δඞཁ͕ͳ͍ wɾࡉ͔ͳΠϯϑϥͷઃఆΛ͠ͳ͍͍ͯ͘ wɾ๻͕ϑϩϯταΠυͷίΞػೳͷ࡞੒ʹ஫ྗͰ͖Δ

  54. ࢥ૝తͳ෦෼ w 'MVY ࣮ࡍ͸7VFY  "UPNJDEFTJHO

  55. ࢥ૝తͳ෦෼ w 'MVY ࣮ࡍ͸7VFY  "UPNJDEFTJHO wσʔλͷྲྀΕ wཁૉͷ૊Έཱͯํ

  56. ࢥ૝తͳ෦෼ w 'MVY ࣮ࡍ͸7VFY  "UPNJDEFTJHO wσʔλͷྲྀΕ wཁૉͷ૊Έཱͯํ ׂѪ͠·͢ ͳͥͳΒ͕࣌ؒͳ͍ͷͰ

  57. $SBGUPNZ@ٕज़ Aٕज़બఆA 

  58. ٕज़બఆ wɾ/VYU wɾGJSFCBTF wɾ"VUI

  59. ٕज़બఆ wɾ/VYU wɾGJSFCBTF wɾ"VUI   

  60. ٕज़બఆ wɾ/VYU wɾGJSFCBTF wɾ"VUI    w࢓ࣄͰ࢖͍ͬͯͯ׳ΕͯΔ͔Β wαʔόʔ࢖͍ͨ͘ͳ͔ͬͨ w࢖ͬͯΈ͔ͨͬͨ

  61. $SBGUPNZ@ٕज़ AίΞػೳA 

  62. ͜͜෦෼ 

  63. ๻͕ઈର ஻Γ͍ͨ͜ͱ 

  64. ๻͕ઈରʹ ஻Γ͍ͨ͜ͱ 

  65. ๻͕ઈରʹ஻Γ͍ͨ͜ͱ  ɾؔ਺ܕࣗ࡞தؒݴޠ ɾϝλϓϩάϥϛϯά ɾFWBM

  66. தؒݴޠͬΆ͘ఆౕٛͨ͠

  67. தؒݴޠͬΆ͘ఆౕٛͨ͠

  68. தؒݴޠͬΆ͘ఆౕٛͨ͠ ߦ΄Ͳͷؔ਺ఆٛ܈

  69. தؒղऍݴޠͷ໾ׂ wɾFWBM࣌ͷ҆શ୲อ wɾHDEؔ਺ͳͲجૅؔ਺ͷఆٛ wɾ߹੒ؔ਺ͰҠಈɺ߈ܸͳͲͷఆٛ

  70. ϥϜμࣜͬΆؔ͘਺Ͱॻ͘ϝϦοτ wɾςετͷ͠΍͢͞ wɾ෭࡞༻ͷແ͞

  71. ςετͷ͠΍͢͞

  72. 2ͳͥؔ਺ܕͬΆ͘ॻ͘ͱ ςετ͕͠΍͍͢ͷ͔

  73. None
  74. None

  75. ग़ྗ݁Ռ͕5SVFͳΒ ͦͷؔ਺͸ਖ਼͍͠

  76. ςετ௨ͯ͠Ε͹ όά͕ग़ʹ͍͘ʂʂʂʂ

  77. ෭࡞༻ͷແ͞

  78. ෭࡞༻ͷ͋ΔϓϩάϥϜ

  79. None

  80. ݩʹఆٛͨ͠஋͕ ॻ͖׵Θͬͯ͠·͍ͬͯΔ

  81. ෭࡞༻

  82. ෭࡞༻ͷແ͍ϓϩάϥϜ

  83. ݫີʹ͸͜ͷྫ΋ਖ਼͘͠ͳ͍

  84. ݩʹఆٛͨ͠஋͸ มԽ͠ͳ͍ ݫີʹ͸͜ͷྫ΋ਖ਼͘͠ͳ͍

  85. όά͕ग़ʹ͍͘ʂʂʂʂ

  86. ϝλϓϩάϥϛϯά

  87. ϝλϓϩάϥϛϯά ஌͍ͬͯ·͔͢ʁ

  88. ϝλϓϩάϥϛϯάͱ͸ wϝλϓϩάϥϛϯά NFUBQSPHSBNNJOH ͱ ͸ϓϩάϥϛϯάٕ๏ͷҰछͰɺϩδοΫ Λ௚઀ίʔσΟϯά͢ΔͷͰ͸ͳ͘ɺ͋Δ ύλʔϯΛ΋ͬͨϩδοΫΛੜ੒͢ΔߴҐ ϩδοΫʹΑͬͯϓϩάϥϛϯάΛߦ͏ํ ๏ɺ·ͨͦͷߴҐϩδοΫΛఆٛ͢Δํ๏ ͷ͜ͱɻओʹର৅ݴޠʹຒΊࠐ·ΕͨϚΫ

    ϩݴޠʹΑͬͯߦΘΕΔɻ 8JLJQFEJBΑΓ

  89. ؆୯ʹ͢Δͱ

  90. ϝλϓϩάϥϛϯάͱ͸ w ϓϩάϥϜͷίʔυΛ w ੜ੒͢ΔίʔυΛॻ͘͜ͱ

  91. ͖ͬ͞%&.0Ͱݟͤͨ௨ΓͰ͢

  92. FWBMͱ͸ʁ

  93. ීஈ͔Β࢖ͬͯΔΑʔͬͯํ!

  94. FWBMͱ͸

  95. FWBMͱ͸ w Ҿ਺ʹ౉͞ΕͨจࣈྻΛɺ w ࣜ ϓϩάϥϜ ͱͯ͠ධՁ͢Δ

  96. ͭ·Γ

  97. None

  98. จࣈྻͰॻ͍ͨϓϩάϥϜ͕ ಈ͍ͯ͠·͏

  99. ͳʹ͕ѱ͍ͷ

  100. None
  101. None

  102. ެࣜΩϡϝϯτΑΓ

  103. ؓ࿩ٳ୊

  104. ͯ͞ɺ͜͜Ͱຊདྷͷ εϥΠυλΠτϧ

  105. 'SPOU&OE 'SBNFXPSLʹஔ͚Δ ϝλϓϩάϥϛϯάͷ ਌࿨ੑ͓Αͼ׆༻ࣄྫ Tҏ೾ཾҰ 

  106. 7JSUVBM%0.Λ׆༻ͨ͠ ϑϩϯτΤϯυϑϨʔϜ ϫʔΫʹ͓͚Δ ηΩϡΞͳFWBMؔ਺ͷར༻ͱ ϝλϓϩάϥϛϯά਌࿨ੑ ͓Αͼ׆༻ࣄྫ Tҏ೾ཾҰ 

  107. ௕͔ͬͨͷͰΧοτ͞Ε·ͨ͠

  108. 7JSUVBM%0.Λ׆༻ͨ͠ ϑϩϯτΤϯυϑϨʔϜ ϫʔΫʹ͓͚Δ ηΩϡΞͳFWBMؔ਺ͱ ϝλϓϩάϥϛϯά਌࿨ੑ ͓Αͼ׆༻ࣄྫ Tҏ೾ཾҰ 

  109. ϝλϓϩͱ/VYUͷ਌࿨ੑ 7JSUVBM%0.Λར༻ͨ͠ϑϨʔϜϫʔΫͳΒԿͰ΋Մ

  110. ਌࿨ੑ wɾ೚ҙDPNQPOFOUʹఆٛΛӅณͰ͖Δ wɾෳࡶͳ(6*΋࣮૷͠΍͍͢ wɾQMVHJOԽ͢Δ͜ͱͰ೚ҙDPNQPOFOUͰ wͷల։͕Մೳ

  111. $SBGUPNZͰFWBM͕ ߦΘΕΔաఔ

  112. 112 KTPOͷੜ੒ (6*ͷΤσΟλ \ग़དྷͨ΋ͷKTPO^ ϝλϓϩͷͨΊͷ ࠷ڧͷؔ਺ தؒݴޠ ݴޠ͕ఆٛ͞Ε͍ͯΔ ίϯϙʔωϯτ EVAL

    EVAL EVAL ίʔυ͕҆શʹ࣮ߦ͞ΕΔ

  113. 113 KTPOͷੜ੒ (6*ͷΤσΟλ \ग़དྷͨ΋ͷKTPO^ ϝλϓϩͷͨΊͷ ࠷ڧͷؔ਺ தؒݴޠ ݴޠ͕ఆٛ͞Ε͍ͯΔ ίϯϙʔωϯτ EVAL

    EVAL EVAL ίʔυ͕҆શʹ࣮ߦ͞ΕΔ

  114. 114 KTPOͷੜ੒ (6*ͷΤσΟλ \ग़དྷͨ΋ͷKTPO^ ϞμϯͳϑϩϯτΤϯυ ϑϨʔϜϫʔΫ ͩͱ͜ͷΑ͏ͳ(6*͕࡞Γ΍͍͢ʂ

  115. 115 \ग़དྷͨ΋ͷKTPO^ ϝλϓϩͷͨΊͷ ࠷ڧͷؔ਺ தؒݴޠ

  116. 116 ݴޠ͕ఆٛ͞Ε͍ͯΔ ίϯϙʔωϯτ EVAL EVAL EVAL ίʔυ͕҆શʹ࣮ߦ͞ΕΔ

  117. 117 KTPOͷੜ੒ (6*ͷΤσΟλ \ग़དྷͨ΋ͷKTPO^ ϝλϓϩͷͨΊͷ ࠷ڧͷؔ਺ தؒݴޠ ݴޠ͕ఆٛ͞Ε͍ͯΔ ίϯϙʔωϯτ EVAL

    EVAL EVAL ίʔυ͕҆શʹ࣮ߦ͞ΕΔ

  118. ΞδΣϯμ  ɾ੍࡞ϓϩμΫτʰ$SBGUPNZʱͷ঺հ N  ɾʰ$SBGUPNZʱΛࢧ͑Δٕज़ N  ɾࠓճͷৼΓฦΓ༨ஊ N

  119. $SBGUPNZʹ͍ͭͯͷ ৼΓฦΓ 

  120. ;Γ͔͑Γ@$SBGUPNZ  ɾϓϩάϥϛϯά֓೦ֶ͕΂Δ ɾ΋͔ͨ͠͠ΒϦϦʔε͢Δ͔΋͠Εͳ͍ ɾϩάΠϯͳͲҰ௨Γͷػೳ͸Ͱ͖͍ͯΔ

  121. ;Γ͔͑Γ@࡞ۀ޻ఔ  ɾ(JU)VCͱ5SFMMPͰ͍͍ײ͡ʹ؅ཧͰ͖ͨ ɾݟੵ΋ΓΑΓ΋ૣΊʹ׬੒Ͱ͖ͯఱ࠽ ɾ࣮͸ϑϧεΫϥονͰճ࡞Γ௚ͯ͠Δ

  122.  "1*,FZͷӅณ +&45Ͱͷςετ ֤छٕٕज़ݕূ

  123. ৼΓฦΓ@ຊԻ  ɾϓϩμΫτͰFWBM΍ϝλϓϩ͔ͨͬͨ͠ ɾޙ෇͚Ͱ΋ͦΕͬΆ͍ཧ༝͸͚ͭΕͨ ɾϞμϯͳαʔόϨεΞʔΩςΫνϟͰ͖ͨ

  124. ؓ࿩ٳ୊ 

  125. ࠷ޙʹ 

  126. ༨ஊ