AI最新論文読み会2022年2月

Transcript

1. େࡕࢢཱେֶ
   
   দຊརխ "*
   ࠷৽࿦จಡΈձ
   ೥݄ 
2. ࣗݾ঺հ w দຊ
   རխʢ·ͭ΋ͱ
   ͱ͠·͞ʣ 
 w େࡕࢢཱେֶ
   ์ࣹઢՊ
   ݚڀһ 
 w ҩྍ
   º
   "*
   º
   ڭҭ 
 w ཧ࿦ܭࢉՊֶ
   ਺ཧ࿦ཧֶΛݚڀ͍ͯ͠·ͨ͠ɻ 
3.  w"SYJW
   4BOJUZ
   BSYJWTBOJUZDPN
   Ͱաڈ̍ϲ݄ͷظؒʹਓؾͩͬͨ࿦จΛ 
 ঺հʢ೥݄೔࣌఺ͷूܭʣ
   w1JDLVQɹൃදऀ͕Ұ൪ؾʹͳͬͨ࿦จ
   w5PQ
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   w5PQ
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4. 5PQ
   SFDFOU  "
   $POW/FU
   GPS
   UIF
   T
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    "
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   $BMDVMVT
   %J ff FSFOUJBM
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   "MHFCSB
   BOE
   .PSF
    %FFQ
   -FBSOJOH
   *OUFSWJFXT
   )VOESFET
   PG
   GVMMZ
   TPMWFE
   KPC
   JOUFSWJFX
   RVFTUJPOT
   GSPN
   B
   XJEF
   SBOHF
   PG
   LFZ
   UPQJDT
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   "*
    7JTJPO
   5SBOTGPSNFS
   GPS
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   %BUBTFUT
    1VTIJOH
   UIF
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   PG
   TFMGTVQFSWJTFE
   3FT/FUT
   $BO
   XF
   PVUQFSGPSN
   TVQFSWJTFE
   MFBSOJOH
   XJUIPVU
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   &OIBODFE
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   NFFUT
   -BOHVBHF*NBHF
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   5XFOUZUIPVTBOE
   $MBTTFT
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   MFBSOJOH 0CKFDU
   %FUFDUJPO 5SBOTGPSNFS 
   
   ͸7J5ͷվྑ
5. 5PQ
   IZQF  "
   $POW/FU
   GPS
   UIF
   T
    "
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   4PMWFT
   BOE
   (FOFSBUFT
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   $MBTTJ fi DBUJPO
    4FFLJOH
   4JOIBMB
   4FOUJNFOU
   1SFEJDUJOH
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   3FBDUJPOT
   PG
   4JOIBMB
   1PTUT
    (SPLLJOH
   (FOFSBMJ[BUJPO
   #FZPOE
   0WFS fi UUJOH
   PO
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   PG
   LFZ
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6. 1JDLVQ 
7. ɾ໨తɿ$//Λ౷߹తʹվྑ͢Δ
   ɾ੒Ռɿ$POW/F9U
   ɾํ๏ɿ3FT/FUΛ5SBOTGPSNFSʹدͤͯۙ୅Խ͢Δ 
 ɾΩʔϫʔυɿ$POW/F9U
   3FT/FU
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   5SBOTGPSNFS
   ɾஶऀॴଐɿ'BDFCPPL
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   7JTJPO
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   3PBSJOH
   T
   ͸ɺॠؒ͘ʹ$POW/FUTΛ྇կ͢Δ࠷ઌ୺ͷը૾෼ྨϞσϧͱͳͬ ͨɻͦͷҰํͰɺόχϥ7J5͸ɺ෺ମݕग़΍ηϚϯςΟοΫηάϝϯςʔγϣϯͳͲͷҰൠతͳίϯϐϡʔλϏδϣϯͷλεΫʹద༻͢Δʹ͸ ࠔ೉͕൐͏ɻ$POW/FUͷϓϦΦʔϧΛ࠶ಋೖͨ͠֊૚ܕ5SBOTGPSNFSʢ4XJO
   5SBOTGPSNFSTͳͲʣ͸ɺ5SBOTGPSNFSΛҰൠతͳϏδϣϯͷ όοΫϘʔϯͱ࣮ͯ͠༻Խ͠ɺ༷ʑͳϏδϣϯλεΫͰ༏ΕͨੑೳΛൃش͍ͯ͠·͢ɻ͔͠͠ɺ͜ͷΑ͏ͳϋΠϒϦουΞϓϩʔνͷ༗ޮੑ ͸ɺґવͱͯ͠ɺ৞ΈࠐΈͷݻ༗ͷؼೲతόΠΞεͰ͸ͳ͘ɺ5SBOTGPSNFSͷຊ࣭తͳ༏ҐੑʹΑΔͱ͜Ζ͕େ͖͍ɻຊݚڀͰ͸ɺσβΠϯ εϖʔεΛ࠶ݕ౼͠ɺ७ਮͳ$POW/FU͕ୡ੒Ͱ͖ΔݶքΛςετ͠·͢ɻඪ४తͳ3FT/FUΛɺϏδϣϯɾτϥϯεϑΥʔϚʔͷઃܭʹ޲͚ͯ ঃʑʹʮۙ୅Խʯ͠ɺͦͷաఔͰੑೳࠩʹد༩͢Δ͍͔ͭ͘ͷॏཁͳཁૉΛൃݟ͠·ͨ͠ɻ͜ͷݚڀͷ݁Ռɺ$POW/F9Uͱݺ͹ΕΔ७ਮͳ $POW/FUϞσϧͷϑΝϛϦʔ͕஀ੜ͠·ͨ͠ɻඪ४తͳ$POW/FUϞδϡʔϧͷΈͰߏ੒͞Εͨ$POW/F9U͸ɺඪ४తͳ$POW/FUͷγϯϓϧ͞ ͱޮ཰ੑΛҡ࣋͠ͳ͕Βɺ*NBHF/FU
   UPQਫ਼౓ͰΛୡ੒͠ɺ$0$0ݕग़ͱ"%&,ηάϝϯςʔγϣϯͰ4XJO
   5SBOTGPSNFSΛ্ճ ΔͳͲɺਫ਼౓ͱεέʔϥϏϦςΟͷ఺Ͱ5SBOTGPSNFSͱޓ֯ʹ౉Γ߹͍ͬͯ·͢ɻ
   5PQ
   SFDFOU
    ೥୅ͷ$POW/FUΛ໨ࢦͯ͠
   ݪจ
   "
   $POW/FU
   GPS
   UIF
   T 7 1JDLVQ
8. $// w TMJEJOH
   XJOEPX
   TUSBUFHZ
   w ૊ΈࠐΈͷؼೲతόΠΞε ԿΒ͔ͷԾఆ Λ͍࣋ͬͯΔ
   w Ҡಈීวੑ
   w ฏߦҠಈ౳Ձੑ
   w ର৅͕ฏߦҠಈͯ͠΋෼ྨɾೝࣝͰ͖Δ  TMJEJOH
   TUSBUFHZ
   ͸
   4XJO
   5SBOTGPSNFS
   ʹԠ༻
   w XJOEPX
   QBSUJUJPO
   w BUUFOUJPO
   Λ
   MPDBM
   XJOEPXʹద༻
9. .PEFSOJ[JOH
   $POW/FU
   3PBENBQ w ϕʔε͸
   3FT/FU
   w 4XJO
   5SBOTGPSNFSͷํʹ޲͔ͬͯۙ୅Խ
   w BUUFOUJPO͸࢖Θͳ͍
   w ͋Δ෦෼͚ͩͰͳ͘ɺ౷߹తʹվྑ͢Δ
   w Կ͔৽͍ٕ͠ज़ΛఏҊͯ͠ɺվྑ͢ΔͷͰ͸ͳ͘ɺ ͜Ε·ͰఏҊ͞Ε͖ͯͨ͜ͱΛ࢖͏ 
10. w $IBOHJOH
    TUBHF
    SBUJP
    w 
    
    
    
    ˠ
    
    
    
    T
    w 4XJO
    5SBOTGPSNFS
    ̍̍̏̍
    w $IBOHJOH
    TUFN
    UP
    1BUDIJGZ
    w Y
    TUSJEF
    
    ˠ
    NBY
    QPPMJOH 
 ˠ
    Y
    TUSJEF
     

    
    
    OPOPWFSMBQQJOH
    DPOWPMVUJPO 
    .BDSP
    %FTJHO  TUSJEF
    
11. w VTF
    NPSF
    HSPVQT
    FYQBOE
    XJEUI
    w EFQUIXJTF
    DPOW
    ۭؒํ޲ͷ৞ΈࠐΈ Λ࢖͏
    w HSPVQ਺DIBOOFM਺Ͱ͋Δ 
 HSPVQFE
    DPOWͷಛघͳ৔߹ͱݟͳ͢
    w EFQUIXJTF
    DPOW
    ͸ɺBUUFOUJPOͷதͰ͸ɺ XFJHIUFE
    TVN
    ͱಉ౳ 
    3FT/FYUJGZ  ௿࣍ݩʹ෼ׂ
    
    ˠ
    
    ूܭ Ding, Wei, et al. "Designing ef fi cient accelerator of depthwise separable convolutional neural network on FPGA. 
 " Journal of Systems Architecture 97 (2019): 278-286.
12. w 4XJO
    5SBOTGPSNFSͷ.-1
    CMPDL
    OBSSPX
    ˠ
    XJEF
    ˠ
    OBSSPX
    w *OWFSUFE
    CPUUMFOFDLʹରԠ 
 B
    ˠ
    C 
    *OWFSUFE
    #PUUMFOFDL 
13. w .PWJOH
    VQ
    EFQUIXJTF
    DPOW
    MBZFS 
 C
    ˠ
    D
    
    w *ODSFBTJOH
    UIF
    LFSOFM
    TJ[F
    w 
    
    
    
    ͷαΠζͰࢼͨ݁͠Ռɺ 
 Y
    Ͱ๞࿨ͨ͠ɻ
    w ֤CMPDLͰ
    EFQUIXJTF
    DPOW Y Λ࢖͏ 
    -BSHF
    ,FSOFM
    TJ[F  w .4"
    CMPDL͸
    .-1
    MBZFSͷલʹ͋Δ
    w YͷMPDBM
    XJOEPX
    ͕
    TFMGBUUFOUJPOʹೖ͍ͬͯΔ EYʹ͢Δ
14. w 3FQMBDJOH
    3F-6
    XJUI
    (&36
    w 'FXFS
    BDUJWBUJPO
    GVODUJPO 
 ֤ϒϩοΫͰ(&36͸͚ͭͩ࢖͏
    w 'FXFS
    OPSNBMJ[BUJPO
    MBZFST 
 DPOWYMBZFSͷखલͷ#BUDI
    /PSNBMJ[BUJPOΛ 

    ࡟আ
    w 4VCTUJUVUJOH
    #BUDI
    /PSNBMJ[BUJPO
    XJUI 
 -BZFS
    /PSNBMJ[BUJPO
    #/ˠ
    -/
    w 4FQBSBUF
    EPXOTBNQMJOH
    MBZFST 
 
    ֤ϒϩοΫؒͰɺY
    TUSJEF
    
    Λ࢖͏ 

    
    4XJO
    5SBOTGPSNFSͰ͸ɺϒϩοΫؒͰEPXOTBNQMJOH
    MBZFS͕ ೖ͍ͬͯΔ 
    .BDSP
    EFTJHO 
15. w #BUDI
    /PSNBMJ[BUJPO
    w ϛχόον͝ͱͷฏۉͱ෼ࢄͰਖ਼نԽ ͢Δ
    w ϛχόον͕খ͍͞ͱɺฏۉͱ෼ࢄ͕ ෆ҆ఆʹͳΔ 
 w -BZFS/PSNBMJ[BUJPO
    w ͭͷೖྗʹ͓͚Δ֤ϨΠϠʔͷ 
 ӅΕ૚ͷ஋ͷฏۉͱ෼ࢄͰਖ਼نԽ͢Δ 
16. 
17. 
18. 5PQ
    SFDFOU 
 ҐʙҐ 
19. ɾ໨తɿ$//Λ౷߹తʹվྑ͢Δ
    ɾ੒Ռɿ$POW/F9U
    ɾํ๏ɿ3FT/FUΛ5SBOTGPSNFSʹدͤͯۙ୅Խ͢Δ 
 ɾΩʔϫʔυɿ$POW/F9U
    4XJO
    5SBOTGPSNFS
    ɾஶऀॴଐɿ'BDFCPPL
    "*
    3FTFBSDI
    '"*3
    6$
    #FSLFMFZ IUUQBSYJWPSHBCTW
    7JTJPO
    5SBOTGPSNFST
    7J5 ͷొ৔Ͱ࢝·ͬͨࢹ֮ೝࣝͷ
    3PBSJOH
    T
    ͸ɺॠؒ͘ʹ$POW/FUTΛ྇կ͢Δ࠷ઌ୺ͷը૾෼ྨϞσϧͱͳͬ ͨɻͦͷҰํͰɺόχϥ7J5͸ɺ෺ମݕग़΍ηϚϯςΟοΫηάϝϯςʔγϣϯͳͲͷҰൠతͳίϯϐϡʔλϏδϣϯͷλεΫʹద༻͢Δʹ͸ ࠔ೉͕൐͏ɻ$POW/FUͷϓϦΦʔϧΛ࠶ಋೖͨ͠֊૚ܕ5SBOTGPSNFSʢ4XJO
    5SBOTGPSNFSTͳͲʣ͸ɺ5SBOTGPSNFSΛҰൠతͳϏδϣϯͷ όοΫϘʔϯͱ࣮ͯ͠༻Խ͠ɺ༷ʑͳϏδϣϯλεΫͰ༏ΕͨੑೳΛൃش͍ͯ͠·͢ɻ͔͠͠ɺ͜ͷΑ͏ͳϋΠϒϦουΞϓϩʔνͷ༗ޮੑ ͸ɺґવͱͯ͠ɺ৞ΈࠐΈͷݻ༗ͷؼೲతόΠΞεͰ͸ͳ͘ɺ5SBOTGPSNFSͷຊ࣭తͳ༏ҐੑʹΑΔͱ͜Ζ͕େ͖͍ɻຊݚڀͰ͸ɺσβΠϯ εϖʔεΛ࠶ݕ౼͠ɺ७ਮͳ$POW/FU͕ୡ੒Ͱ͖ΔݶքΛςετ͠·͢ɻඪ४తͳ3FT/FUΛɺϏδϣϯɾτϥϯεϑΥʔϚʔͷઃܭʹ޲͚ͯ ঃʑʹʮۙ୅Խʯ͠ɺͦͷաఔͰੑೳࠩʹد༩͢Δ͍͔ͭ͘ͷॏཁͳཁૉΛൃݟ͠·ͨ͠ɻ͜ͷݚڀͷ݁Ռɺ$POW/F9Uͱݺ͹ΕΔ७ਮͳ $POW/FUϞσϧͷϑΝϛϦʔ͕஀ੜ͠·ͨ͠ɻඪ४తͳ$POW/FUϞδϡʔϧͷΈͰߏ੒͞Εͨ$POW/F9U͸ɺඪ४తͳ$POW/FUͷγϯϓϧ͞ ͱޮ཰ੑΛҡ࣋͠ͳ͕Βɺ*NBHF/FU
    UPQਫ਼౓ͰΛୡ੒͠ɺ$0$0ݕग़ͱ"%&,ηάϝϯςʔγϣϯͰ4XJO
    5SBOTGPSNFSΛ্ճ ΔͳͲɺਫ਼౓ͱεέʔϥϏϦςΟͷ఺Ͱ5SBOTGPSNFSͱޓ֯ʹ౉Γ߹͍ͬͯ·͢ɻ
    5PQ
    SFDFOU
     ೥୅ͷ$POW/FUΛ໨ࢦͯ͠
    ݪจ
    "
    $POW/FU
    GPS
    UIF
    T 19 1JDLVQ 1JDLVQ
20. ɾ໨తɿχϡʔϥϧωοτϫʔΫͷ൚ԽੑೳΛௐ΂Δ͜ͱ
    ɾ੒ՌɿσʔληοτͷαΠζ͕খ͍͞΄Ͳɼ൚ԽͷͨΊͷ࠷దԽ͕ඞཁʹͳΔ͜ͱ͕Θ͔ͬͨ
    ɾํ๏ɿΞϧΰϦζϛοΫʹ࡞ΒΕͨখ͞ͳσʔληοτΛ΋͍࣮ͪͯݧ
    ɾΩʔϫʔυɿ(SPLLJOH
    %FDPEFSPOMZ
    5SBOTGPSNFS
    ɾஶऀॴଐɿ0QFO"*
    (PPHMF IUUQBSYJWPSHBCTW
    ຊ࿦จͰ͸ɺΞϧΰϦζϜͰੜ੒͞Εͨখ͞ͳσʔληοτ্ͰͷχϡʔϥϧωοτϫʔΫͷҰൠԽΛݚڀ͢Δ͜ͱΛఏҊ͢Δɻ͜ͷઃఆͰ ͸ɺσʔλͷޮ཰ɺهԱɺҰൠԽɺֶशͷ଎౓ʹؔ͢Δ໰୊Λඇৗʹৄࡉʹݚڀ͢Δ͜ͱ͕Ͱ͖Δɻ͍͔ͭ͘ͷঢ়گͰ͸ɺχϡʔϥϧωοτ ϫʔΫ͸ɺσʔλ಺ͷύλʔϯΛʮάϧʔΩϯάʯ͢ΔϓϩηεΛ௨ֶͯ͡श͠ɺϥϯμϜͳۮવͷϨϕϧ͔Β׬શͳ൚Խ΁ͱ൚ԽੑೳΛ޲ ্ͤ͞ɺ͜ͷ൚Խͷ޲্͸ΦʔόʔϑΟοτͷ࣌఺Λ͸Δ͔ʹ௒͑ͯى͜Γ͏Δ͜ͱΛࣔ͢ɻ·ͨɼσʔληοτͷαΠζʹΑΔ൚Խͷҧ͍Λ ௐ΂ͨͱ͜Ζɼσʔληοτ͕খ͍͞΄Ͳɼ൚ԽͷͨΊͷ࠷దԽ͕ඞཁʹͳΔ͜ͱ͕Θ͔ͬͨɽ͜ΕΒͷσʔληοτ͸ɺਂ૚ֶशͷ͋·Γ ཧղ͞Ε͍ͯͳ͍ଆ໘Λݚڀ͢ΔͨΊͷංཊͳ౔৕Λఏڙ͍ͯ͠Δͱզʑ͸ओு͢Δɻ
    5PQ
    SFDFOU
     (SPLLJOHখ͞ͳΞϧΰϦζϜσʔληοτͰͷΦʔόʔϑΟοςΟϯάΛ௒͑ͨҰൠԽ
    ݪจ
    (SPLLJOH
    (FOFSBMJ[BUJPO
    #FZPOE
    0WFS fi UUJOH
    PO
    4NBMM
    "MHPSJUINJD
    %BUBTFUT 20
21.  ˢHPSLLJOH (SPLLJOH
    
    ׬શʹཧղ͢Δ ೺Ѳ͢Δ ͜ͱ -FGU
    ?
    TUFQTΛա͗ΔͱɺHSPLLJOH͕ىͬͨ͜ 
 $FOUFS
    USBJOJOHσʔλ͕ݮΔͱɺHSPLLJOH͕ى͜Δ·ͰTUFQ਺͕͔͔Δ
22.  7BMJEBUJPO
    MPTT
    ͕Ұ౓Լ͕͔ͬͯΒճ໨ʹԼ͕Δ·Ͱʹɺ
    ?
    ͔Β?
    TUFQTͷؒͰ্͕͍ͬͯΔ
23.  ֶश৚݅Λม͑ͨΓɺҟͳΔԋࢉΦϖϨʔλͰ࣮ݧ 
 8FJHIU
    EFDBZ
    ͕
    
    ༗ޮ
24.  Կ͔͠Βͷنଇɾߏ଄͕ݟΒΕΔ
25. ɾ໨తɿBUUFOUJPOͷվྑ
    ɾ੒Ռɿ%FGPSNBCMF
    "UUFOUJPO
    5SBOTGPSNFS %"5
    ɾํ๏ɿมܗՄೳ͔BUUFOUJPOΛఏҊ
    ɾϞσϧ໊ɿ%FGPSNBCMF
    "UUFOUJPO
    5SBOTGPSNFS
    ɾஶऀॴଐɿ%FQBSUNFOU
    PG
    "VUPNBUJPO
    #/3JTU
    5TJOHIVB
    6OJWFSTJUZ
    "84
    "*
    "NB[PO
    #FJKJOH
    "DBEFNZ
    PG
    "SUJ fi DJBM
    IUUQBSYJWPSHBCTW
    5SBOTGPSNFS͸ۙ೥ɺ༷ʑͳࢹ֮՝୊ʹ͓͍ͯ༏ΕͨੑೳΛ͍ࣔͯ͠Δɻେ͖ͳɺ࣌ʹ͸άϩʔόϧͳड༰໺Λ࣋ͭ5SBOTGPSNFSϞσϧ͸ɺ $//ϞσϧΑΓ΋ߴ͍දݱྗΛ͍࣋ͬͯ·͢ɻ͔͠͠ɺ୯ʹड༰໺Λେ͖͘͢Δ͚ͩͰ͸ɺ͍͔ͭ͘ͷ໰୊͕͋Γ·͢ɻҰํͰɺྫ͑͹7J5ͷ Α͏ʹີͳ஫໨Λ༻͍ΔͱɺϝϞϦͱܭࢉίετ͕ա৒ʹͳΓɺಛ௃͕ؔ৺ྖҬΛ௒͑ͨແؔ܎ͳ෦෼ͷӨڹΛड͚ΔՄೳੑ͕͋Γ·͢ɻҰ ํɺ175΍4XJO
    5SBOTGPSNFSͰ࠾༻͞Ε͍ͯΔεύʔεΞςϯγϣϯ͸ɺσʔλʹґଘͤͣɺ௕ڑ཭ͷؔ܎ΛϞσϧԽ͢Δೳྗ੍͕ݶ͞ΕΔ Մೳੑ͕͋Γ·͢ɻ͜ΕΒͷ໰୊Λܰݮ͢ΔͨΊʹɺզʑ͸ɺࣗݾ஫໨ʹ͓͚ΔΩʔͱ஋ͷϖΞͷҐஔΛσʔλʹґଘͯ͠બ୒͢Δɺ৽͍͠ มܗՄೳͳࣗݾ஫໨ϞδϡʔϧΛఏҊ͢Δɻ͜ͷॊೈͳ࢓૊ΈʹΑΓɺࣗݾ஫ࢹϞδϡʔϧ͸ؔ࿈͢ΔྖҬʹয఺Λ౰ͯɺΑΓ༗ӹͳಛ௃Λ ଊ͑Δ͜ͱ͕Ͱ͖Δɻ͜ΕΛجʹɺզʑ͸%FGPSNBCMF
    "UUFOUJPO
    5SBOTGPSNFSͱ͍͏ɺը૾෼ྨͱߴີ౓༧ଌͷ྆ํͷλεΫͷͨΊͷɺม ܗՄೳͳΞςϯγϣϯΛ࣋ͭҰൠతͳόοΫϘʔϯϞσϧΛൃදͨ͠ɻ޿ൣͳ࣮ݧʹΑΓɺզʑͷϞσϧ͕แׅతͳϕϯνϚʔΫʹ͓͍ͯҰ ؏ͯ͠վળ͞Εͨ݁ՌΛಘΔ͜ͱ͕Ͱ͖ͨɻίʔυ͸
    IUUQTHJUIVCDPN-FBQ-BC5)6%"5
    ͰೖखՄೳͰ͢ɻ 5PQ
    SFDFOU
     มܗՄೳͳΞςϯγϣϯΛ࣋ͭϏδϣϯτϥϯεϑΥʔϚʔ
    ݪจ
    7JTJPO
    5SBOTGPSNFS
    XJUI
    %FGPSNBCMF
    "UUFOUJPO 25
26. w RVFSZʹҰக͢ΔLFZΛݕࡧ͠ɺLFZʹର͢ΔWBMVFΛ औΓग़͢ૢ࡞
    ࣙॻܕ͔Β஋ΛऔΓग़͢ૢ࡞ͱಉ͡
    w σʔλʹґଘ͠ͳ͍ํ๏
    w 7J5
    ͢΂ͯͷRVFSZʹશྖҬ͕ରԠ͢Δ
    w 4XJO
    5SBOTGPSNFS
    
 MPDBM
    XJOEPXͷྖҬ͕ରԠ͢Δ
    w σʔλʹґଘ͢Δํ๏
    w %$/
    RVFSZʹԠͯ͡มߋ͞ΕͨQPJOUΛֶश͢Δ
    w %"5
    ͢΂ͯͷRVFSZʹରͯ͠ڞ௨ͷมߋ͞Εͨ QPJOUΛֶश͢Δ BUUFOUJPO 
27.   SFGFSFODF
    QPJOU͕ஔ͔ΕΔ
     ͦͷP ff TFU͸ɺP ff TFU
    OFUXPSLʹΑͬͯRVFSZ͔Βֶश͞ΕΔ
    ˠ
    EFGPSNFE
    QPJOU
     ಛ௃Ϛοϓ͔ΒLFZͱWBMVF͕มܗ͞ΕΔ
    ˠ
    ஫໨͢΂͖෦෼͕ߜΒΕ͍ͯ͘ײ͡
28.  w EFGPSNFE
    QPJOU͕ର৅ʹूதͯ͠෼෍͍ͯ͠Δ
    w ର৅Ҏ֎ͷॴʹEFGPSNFE
    QJOU͸άϦουঢ়ʹ͋Δ
29. 
30. ɾ໨తɿχϡʔϥϧωοτϫʔΫͰ਺ֶͷ໰୊Λղ͘͜ͱ
    ɾ੒ՌɿχϡʔϥϧωοτϫʔΫ͕ɺϓϩάϥϜ߹੒ʹΑͬͯ਺ֶͷ໰୊Λղܾ͢Δ͜ͱΛ࣮ূ
    ɾํ๏ɿ਺ֶͷ໰୊Λ$PEFYͰίʔυʹม׵
    ɾΩʔϫʔυɿ$PEFY
    5SBOTGPSNFS
    ɾஶऀॴଐɿ.*5
    $PMVNCJB
    6OJWFSTJUZ
    )BSWBSE
    6OJWFSTJUZ
    6OJWFSTJUZ
    PG
    8BUFSMPP
    IUUQBSYJWPSHBCTW
    ࢲͨͪ͸ɺςΩετͰࣄલֶश͠ɺίʔυͰඍௐ੔ͨ͠χϡʔϥϧωοτϫʔΫ͕ɺϓϩάϥϜ߹੒ʹΑͬͯ਺ֶͷ໰୊Λղܾ͢Δ͜ͱΛ࣮ ূ͠·ͨ͠ɻ࣭໰ΛϓϩάϥϛϯάͷλεΫʹม͑ɺϓϩάϥϜΛࣗಈతʹੜ੒͠ɺͦΕΛ࣮ߦ͢Δ͜ͱͰɺ.*5ͷେن໛ͳ਺ֶίʔε ʢ4JOHMF
    7BSJBCMF
    $BMDVMVT
    ɺ.VMUJWBSJBCMF
    $BMDVMVT
    ɺ%J ff FSFOUJBM
    &RVBUJPOT
    ɺ*OUSPEVDUJPO
    UP
    1SPCBCJMJUZ
    BOE
    4UBUJTUJDT
    ɺ-JOFBS
    "MHFCSB
    ɺ.BUIFNBUJDT
    GPS
    $PNQVUFS
    4DJFODF
    ʣͷେֶϨϕϧͷ໰୊Λ׬ᘳʹղ͘͜ͱ͕Ͱ͖· ͢ɻ
    BOE
    .BUIFNBUJDT
    GPS
    $PNQVUFS
    4DJFODF
    ʣɺίϩϯϏΞେֶͷ$0.4
    $PNQVUBUJPOBM
    -JOFBS
    "MHFCSBίʔεɺ͓Α ͼ਺ֶతਪ࿦ΛධՁ͢ΔͨΊʹಛผʹઃܭ͞Εͨߴ౓ͳ਺ֶ໰୊ͷ࠷৽ϕϯνϚʔΫͰ͋Δ."5)σʔληοτʢ1SFBMHFCSBɺ"MHFCSBɺ $PVOUJOH
    BOE
    1SPCBCJMJUZɺ/VNCFS
    5IFPSZɺ͓Αͼ1SFDBMDVMVTʹؔ͢Δ໰୊ʣ͔Βͷ໰୊Λ࢖༻͍ͯ͠·͢ɻτϥϯεϑΥʔϚʔ͕͜Ε ΒͷՊ໨ͷ໰୊ղܾϓϩάϥϜΛੜ੒͢ΔͨΊͷϓϩϯϓτੜ੒ํ๏Λ୳Γɺϓϩοτ෇͖ͷղ౴ΛؚΉɻ֤ςʔϚͷ໰୊ΛϥϯμϜʹநग़ ͠ɺਖ਼ղΛੜ੒͠·͢ɻ·ͨɺੜ੒͞Εͨ໰୊ͷ࣭ͱ೉қ౓ΛධՁ͢ΔͨΊͷΞϯέʔτΛ࣮ࢪ͠·ͨ͠ɻຊݚڀ͸ɼେֶϨϕϧͷ਺ֶίʔ εͷ໰୊Λࣗಈతʹղ͍ͯ࠾఺͠ɼେن໛ʹੜ੒ͨ͠ॳΊͯͷݚڀͰ͢ɽ͜Ε͸ߴ౳ڭҭʹͱͬͯըظతͳ͜ͱͰ͢ɻ 5PQ
    SFDFOU
     χϡʔϥϧωοτϫʔΫ͕ϓϩάϥϜ߹੒Ͱ਺ֶͷ໰୊Λղ͖ɺੜ੒͢Δɻඍ෼ੵ෼ɺඍ෼ํఔࣜɺઢܗ୅਺ͳͲ
    ݪจ
    "
    /FVSBM
    /FUXPSL
    4PMWFT
    BOE
    (FOFSBUFT
    .BUIFNBUJDT
    1SPCMFNT
    CZ
    1SPHSBN
    4ZOUIFTJT
    $BMDVMVT
    %J ff FSFOUJBM
    &RVBUJPOT
    -JOFBS
    "MHFCSB
    BOE
    .PSF 30
31.  1SPCMFN
    ˠ
    $PEFY
    ˠ
    1SPHSBN
32. 
33. ɾ໨తɿ"*ͷτϐοΫͷ֓ཁͷ੔ཧͯ͠ɺఏڙ͢Δ͜ͱ
    ɾ੒Ռɿ໘઀΍ࢼݧͷͨΊͷ໰୊ूͱͯ͠࢖͑Δ
    ɾํ๏ɿ໰୊ͱͦͷղ౴
    ɾΩʔϫʔυɿ%FFQ
    -FBSOJOH
    *OUFSWJFXT
    ɾஶऀॴଐɿ
    2VFFO
    .BSZ
    6OJWFSTJUZ
    PG
    -POEPO IUUQBSYJWPSHBCTW
    ୈ൛ͷ%FFQ
    -FBSOJOH
    *OUFSWJFXTʹ͸ɺ"*ͷओཁͳτϐοΫͷத͔Βɺ׬શʹղܾ͞Εͨ਺ඦͷ໰୊͕ܝࡌ͞Ε͍ͯ·͢ɻ໘઀΍ࢼݧͷͨ ΊͷϦϋʔαϧͱͯ͠ɺ·ͨػցֶशͷम࢜ɾത࢜՝ఔͷֶੜ΍໘઀Λ߇͍͑ͯΔํͷͨΊʹɺ͜ͷ෼໺ͷ֓ཁΛ੔ཧͯ͠ఏڙ͢ΔͨΊʹ࡞ ΒΕ͍ͯ·͢ɻ໰୊͸ɺࣃΛ৯͍͠͹ͬͯεΩϧΛඈ༂తʹ޲্ͤ͞Δͷʹे෼ݫ͍͠΋ͷͰ͕͢ɺࣔࠦʹ෋Μ࣭ͩ໰ͱັྗతͳετʔϦʔͰ ߏ੒͞Ε͍ͯ·͢ɻ͜ͷຊֶ͕ੜ΍ٻ৬ऀʹͱͬͯಛʹՁ஋͕͋Δͷ͸ɺͲΜͳτϐοΫͰ΋ࣗ৴Λ࣋ͬͯૉૣ͘࿩͢͜ͱ͕Ͱ͖Δೳྗɺٕज़ తͳ࣭໰ʹ໌͔֬ͭਖ਼֬ʹ౴͑Δ͜ͱ͕Ͱ͖Δೳྗɺͦͯ͠໘઀Ͱͷ࣭໰ͱճ౴ͷ໨తͱҙຯΛ׬શʹཧղ͢ΔೳྗΛ਎ʹ͚ͭΔ͜ͱ͕Ͱ͖ Δ͔ΒͰ͢ɻ͜ΕΒ͸ɺ໘઀ͷ৔ʹྟΉࡍʹඞཁෆՄܽͳڧྗͳ෢ثͱͳΓ·͢ɻ͜ͷຊͷ಺༰͸ɺ%-൛ͷब৬໘઀΍େֶӃϨϕϧͷࢼݧʹ ؔ࿈͢Δ਺ଟ͘ͷτϐοΫͷେ͖ͳ໨࿥Ͱ͢ɻ͜Ε͸ɺ࣮ફతͳ਺ֶతɾܭࢉతεΩϧͷίΞηοτΛڭ͑Α͏ͱ͍͏Պֶքͷಈ͖ͷதͰɺ ͜ͷ࡞඼͕࠷ઌ୺ʹҐஔ͍ͯ͠Δ͜ͱΛ͍ࣔͯ͠·͢ɻ͢΂ͯͷίϯϐϡʔλαΠΤϯςΟετͷτϨʔχϯάʹ͸ɺ.-ͷجຊతͳఆཧؚ͕ ·Ε͍ͯͳ͚Ε͹ͳΒͳ͍ͱ޿͘ೝΊΒΕ͓ͯΓɺ"*͸΄΅͢΂ͯͷେֶͷΧϦΩϡϥϜʹؚ·Ε͍ͯ·͢ɻ͜ͷຊ͸ɺͦͷΑ͏ͳϓϩάϥϜ ͷଔۀੜͷͨΊͷ༏Εͨࢀߟॻͱͯ͠ઃܭ͞Ε͍ͯ·͢ɻ 5PQ
    SFDFOU
     σΟʔϓϥʔχϯάͷΠϯλϏϡʔɻ"*ͷ෯޿͍ओཁͳτϐοΫ͔Βɺ׬શʹղܾ͞Εͨ਺ඦͷδϣϒΠϯλϏϡʔͷ࣭໰͕͋Γ·͢ɻ
    ݪจ
    %FFQ
    -FBSOJOH
    *OUFSWJFXT
    )VOESFET
    PG
    GVMMZ
    TPMWFE
    KPC
    JOUFSWJFX
    RVFTUJPOT
    GSPN
    B
    XJEF
    SBOHF
    PG
    LFZ
    UPQJDT
    JO
    "* 33
34. 
35. ɾ໨తɿখ͍͞σʔληοτ͔Β7J5ͷֶश͕Ͱ͖ΔΑ͏ʹ͢Δ͜ͱ 7J5ͷہॴੑؼೲతόΠΞε΁ͷґଘΛղܾ͢Δ͜ͱ
    ɾ੒ՌɿখαΠζσʔληοτͰ͋Δ5JOZ*NBHF/FUʹ͓͍ͯɺฏۉͷੑೳ޲্
    ɾํ๏ɿ4IJGUFE
    1BUDI
    5PLFOJ[BUJPO
    415
    -PDBMJUZ
    4FMG"UUFOUJPO
    -4" ΛఏҊ
    ɾΩʔϫʔυɿ415
    -4"
    5SBOTGPSNFS
    ɾஶऀॴଐɿ*OIB
    6OJWFSTJUZ IUUQBSYJWPSHBCTW
    ۙ೥ɺม׵ߏ଄Λը૾෼ྨλεΫʹద༻ͨ͠7JTJPO
    5SBOTGPSNFS
    7J5 ͕ɺ৞ΈࠐΈχϡʔϥϧωοτϫʔΫΛ্ճΔੑೳΛൃش͍ͯ͠Δɻ ͔͠͠ɼ7J5ͷੑೳ͸+'5.ͷΑ͏ͳେن໛σʔληοτΛ༻͍ͨࣄલֶशͷ݁ՌͰ͋Γɼͦͷେن໛σʔληοτ΁ͷґଘੑ͸௿ہॴ ੑͷ༠ಋόΠΞεʹΑΔ΋ͷͱղऍ͞ΕΔɽຊ࿦จͰ͸ɼ4IJGUFE
    1BUDI
    5PLFOJ[BUJPO
    415 ͱ-PDBMJUZ
    4FMG"UUFOUJPO
    -4" ΛఏҊ͠ɼ
    ہॴੑؼೲతόΠΞεͷܽ೗ΛޮՌతʹղܾ͠ɼখαΠζͷσʔληοτͰ΋θϩ͔ΒͷֶशΛՄೳʹ͢Δɽ͞Βʹɺ415ͱ-4"͸ɺ༷ʑͳ 7J5ʹ༰қʹద༻Մೳͳɺ൚༻తͰޮՌతͳΞυΦϯϞδϡʔϧͰ͢ɻ࣮ݧ݁ՌʹΑΔͱɺ415ͱ-4"ͷ྆ํΛ7J5ʹద༻ͨ͠৔߹ɺ୅දతͳ খαΠζσʔληοτͰ͋Δ5JOZ*NBHF/FUʹ͓͍ͯɺฏۉͷੑೳ޲্͕ݟΒΕͨɻಛʹɼ4XJO
    5SBOTGPSNFS͸ɼఏҊͨ͠415ͱ -4"ʹΑΓɼͱ͍͏ѹ౗తͳੑೳ޲্Λୡ੒ͨ͠ɽ
    5PQ
    SFDFOU
     খ͍͞αΠζͷσʔληοτͷͨΊͷϏδϣϯɾτϥϯεϑΥʔϚʔ
    ݪจ
    7JTJPO
    5SBOTGPSNFS
    GPS
    4NBMM4J[F
    %BUBTFUT 35
36. 7J5 w $//΄ͲɺMPDBMJUZ
    JOEVDUJWF
    CJBT
    Λ͍࣋ͬͯͳ͍
    w େྔͷτϨʔχϯάσʔλ͕ඞཁ
    w σʔληοτͷαΠζͱੑೳͷؒͷؔ܎ੑ͸ڵຯ͕͋Δ
    w MPDBMJUZ
    JOEVDUJWF
    CJBTΛ૿΍͢͜ͱʹΑͬͯɺ 
 খ͍͞αΠζͷσʔληοτͰֶशͨ͠7J5͸ɺੑೳ͸ظ଴Ͱ͖Δ͔
    w 4IJGUFE
    1BUDI
    5PLFOJ[BUJPO 415
    -PDBMJUZ
    4FMG"UUFOUJPO -4"
    w BEEPOͷΑ͏ʹɺ7J5ʹద༻Ͱ͖Δ 
37.  w 4IJGUFE
    1BUDI
    5PLFOJ[BUJPO 415
    w TIJGU
    DPODBUFOBUF
    w ΑΓଟ͘ͷҐஔ৘ใΛτʔΫϯʹຒΊࠐΉ͜ͱ͕Ͱ͖Δ
    ˠ
    MPDBMJUZ
    JOEVDUJWF
    CJBT
    Λ૿΍͢
    w -PDBMJUZ
    4FMG"UUFOUJPO -4"
    w ֤τʔΫϯʹͦΕͱؔ܎ͷ͋ΔτʔΫϯʹϑΥʔΧεͤ͞Δ͜ͱʹΑͬͯɺ 
 BUUFOUJPOΛہॴతʹ͢Δ
38. 
    
    1J5
    1PPMPOHCBTFE
    7*TJPO
    5SBOTGPNFS
    $BJ5
    $MBTT"UUFOUJPO
    JO
    *NBHF
    5SBOTGPSNFST
39.  4-$BJUͷྻ໨
    4-55ͷྻ໨
    4-7J5ͷ̏ྻ໨
    4-1J5ͷྻ໨
    λʔήοτʹूதͯ͠Δ 4-ద༻લ͸എܠʹ෼ࢄ͍ͯͨ͠
40. ɾ໨తɿҼՌؔ܎ͷཧ࿦ΛೖΕͨ$POUSBTUJWF
    MFBSOJOHΛ࢖͍ɺ 

    
    
    
    
    
    
    
    
    
    
    
    ࣗݾڭࢣ෇ֶ͖शͨ͠3FT/FUͰɺڭࢣ෇͖Ͱֶशͨ͠3FT/FUΛ௒͑Δ͜ͱ
    ɾ੒Ռɿڭࢣ෇͖ͷੑೳΛ௒͑ͨ
    ɾํ๏ɿ3F-*$WͷఏҊ
    ɾΩʔϫʔυɿ3F-*$W
    DBTVBM
    NFDIBOJTN
    $POUSBTUJWF
    MFBSOJOH
    3FT/FU
    ɾஶऀॴଐɿ%FFQ.JOE
    6OJWFSTJUZ
    PG
    0YGPSE
    "MBO
    5VSJOH
    *OTUJUVUF IUUQBSYJWPSHBCTW
    ۙ೥ɺ࢒ࠩωοτϫʔΫΛ༻͍ͨදݱֶशʹ͓͚Δࣗݾڭࢣ๏͸ਐา͍ͯ͠Δ͕ɺ*NBHF/FU෼ྨϕϯνϚʔΫͰ͸ڭࢣ෇ֶ͖शΛԼճ͓ͬͯ ΓɺύϑΥʔϚϯε͕ॏཁࢹ͞ΕΔ؀ڥͰͷద༻͸੍ݶ͞Ε͍ͯΔɻզʑ͸ɺ.JUSPWJDΒͷཧ࿦తಎ࡯ʹج͖ͮɺ໌ࣔతͳෆมଛࣦͱɺద੾ ʹߏங͞ΕͨσʔλϏϡʔͷଟ༷ͳηοτʹର͢Δରরతͳ໨తΛ૊Έ߹Θͤͨ3F-*$WΛఏҊ͢Δɻ3F-*$W͸ɺ*NBHF/FUʹ͓͍ͯɺ 3FT/FUΞʔΩςΫνϟΛ༻͍ͨઢܗධՁͰɺΑΓେ͖ͳ3FT/FUϞσϧΛ༻͍ͨධՁͰͷτοϓ෼ྨਫ਼౓Λୡ੒͠ɺ͜Ε· Ͱͷ࠷ઌ୺ͷࣗݾڭࢣ෇͖ΞϓϩʔνΛେࠩͰ྇կ͠·ͨ͠ɻ࠷΋஫໨͢΂͖͸ɺ3F-*$W͸ɺ༷ʑͳඪ४తͳ3FT/FUΞʔΩςΫνϟΛ༻ ͍ͨಉछͷൺֱʹ͓͍ͯɺڭࢣ͋ΓͷϕʔεϥΠϯΛҰ؏্ͯ͠ճΔॳΊͯͷදݱֶशख๏Ͱ͋Δͱ͍͏͜ͱͰ͢ɻ࠷ޙʹɺ3FT/FUΤϯίʔ μʔΛ࢖༻͍ͯ͠Δʹ΋͔͔ΘΒͣɺ3F-*$W͸ɺ࠷ઌ୺ͷࣗݾڭࢣ෇͖ࢹ֮ม׵૷ஔͱಉ౳Ͱ͋Δ͜ͱΛࣔ͠·͢ɻ 5PQ
    SFDFOU
     ࣗݾڭࢣ෇͖3FT/FUTͷݶքʹ௅Ήɿ*NBHF/FUͰϥϕϧͳ͠ͷڭࢣ෇ֶ͖शΛ྇կͰ͖Δ͔ʁ
    ݪจ
    1VTIJOH
    UIF
    MJNJUT
    PG
    TFMGTVQFSWJTFE
    3FT/FUT
    $BO
    XF
    PVUQFSGPSN
    TVQFSWJTFE
    MFBSOJOH
    XJUIPVU
    MBCFMT
    PO
    *NBHF/FU 40
41. 3FQSFTFOUBUJPO
    -FBSOJOH
    WJB
    *OWBSJBOU
    $BTVBM
    .FDIBOJTN w $POUSBTUJWF
    MFBSOJOHΛҼՌ࿦Ͱղऍ
    w %BUB
    HFOFSBUJPO
    w ը૾9͸ίϯςϯπ $ ͱελΠϧ 4 ͔Β੒Δ 
 ྫ͑͹ɺݘͷը૾Λ෼ྨ͍ͨ࣌͠ɺݘΛߏ੒͍ͯ͠Δ෦෼͸ $ ɺͦΕҎ֎ͷഎܠ΍ޫͷ౰ͨΓ ۩߹ͳͲ͸ 4
    w $ͷΈ͕ԼྲྀλεΫ:@
    :@5 ϥϕϧ ʹӨڹΛ༩͑Δ 
 $͸:@UΛ༧ଌ͢Δͷे෼ͳ৘ใΛ͍࣋ͬͯΔ
    w $ͱ4͸ಠཱ͍ͯ͠Δ
    w දݱֶशͰ͸ɺ9͔ΒදݱG 9 Λֶशͯ͠୅ཧλεΫ :?3 Λղ͘ 
 ʮ෼ྨث΍ଞͷ༧ଌثΛߏங͢Δࡍʹɺ༧ଌʹॏཁͳ৘ใΛநग़͠΍͘͢͢ΔΑ͏ʹ 
 σʔλͷදݱΛֶश͢Δ͜ͱʯ
    w $POUSBTUJWF
    MFBSOJOH͓͍ͯɺΠϯελϯε෼ྨ͸୅ཧλεΫʹ૬౰͢Δ 
 ྫ
    ݘͷը૾͔Βɺλϩ΢Λ෼ྨ͢ΔλεΫ
    w Πϯελϯε෼ྨ͸ը૾ͦͷ΋ͷΛ෼ྨ͢ΔλεΫΑΓ೉͍͠
    w ͔ͩΒɺ୅ཧλεΫΛղ͚ΔG 9 Λֶश͢Ε͹ԼྲྀλεΫ͸ղ͚ͨ͜ͱʹͳΔ 3&-*$  IUUQTBSYJWPSHQEGQEG ೖྗʹରͯ͠ɺछྨͷม׵ΛߦͬͯಘΒΕͨ̎ͭදݱͰɺ 
 ଞͷදݱͱͷྨࣅ౓Λ,-ڑ཭ͰଌΔ 
 G Y ͷֶश
42. 3&-*$W  3&-*$ͷMPTTΛվྑ 
 ελΠϧʹෆมͰɺࣅ͍ͯΔ΋ͷ͸ڑ཭Λ͚ۙͮΔΑ͏ʹֶश͢Δ
43. ɾ໨తɿ7J5ͷͨΊͷMPDBM
    TFMGBUUFOUJPO
    -4" ΛڧԽ͢Δ͜ͱ
    ɾ੒Ռɿ&OIBODFE
    MPDBM
    TFMGBUUFOUJPO &-4"
    ɾํ๏ɿ-4"ͱͦͷΧ΢ϯλʔύʔτΛʮνϟϯωϧઃఆʯͱʮۭؒॲཧʯͷͭͷଆ໘͔Βௐࠪͨ͠
    ɾΩʔϫʔυɿ&-4"
    -4"
    ɾஶऀॴଐɿ4PVUI
    $IJOB
    6OJWFSTJUZ
    PG
    5FDIOPMPHZ
    "MJCBCB
    (SPVQ IUUQBSYJWPSHBCTW
    ࣗݾݴٴ͸ɺ௕ڑ཭ґଘੑͷϞσϧԽʹ͸ڧྗͰ͕͢ɺہॴతͳࡉ͔͍Ϩϕϧͷಛ௃ֶशʹ͸ऑ͘ͳΓ·͢ɻہॴࣗݾ஫ҙʢ-4"ʣͷੑೳ ͸ɺ৞ΈࠐΈͱಉఔ౓Ͱ͋ΓɺμΠφϛοΫϑΟϧλʹ͸ྼΔͨΊɺ-4"ͱͦͷରԠࡦͷͲͪΒΛ࢖͏΂͖͔ɺͲͪΒ͕༏Ε͍ͯΔͷ͔ɺԿ ͕-4"Λฏຌͳ΋ͷʹ͍ͯ͠Δͷ͔ɺݚڀऀΛ೰·͍ͤͯΔɻ͜ΕΒΛ໌Β͔ʹ͢ΔͨΊʹɺຊݚڀͰ͸ɺ-4"ͱͦͷΧ΢ϯλʔύʔτΛ ͭͷଆ໘͔Βแׅతʹௐࠪ͠·͢ɻʮνϟϯωϧઃఆʯͱʮۭؒॲཧʯͷͭͷଆ໘͔Βɺ-4"ͱͦͷΧ΢ϯλʔύʔτΛ૯߹తʹௐࠪ͠·͠ ͨɻͦͷ݁Ռɺۭؒత஫ҙͷੜ੒ͱద༻ʹ໰୊͕͋Γɺ૬ରతͳҐஔͷຒΊࠐΈͱྡ઀ϑΟϧλʔͷద༻͕ॏཁͳཁૉͰ͋Δ͜ͱ͕Θ͔Γ· ͨ͠ɻ͜ΕΒͷ஌ݟʹج͖ͮɺզʑ͸)BEBNBSE
    BUUFOUJPOͱHIPTU
    IFBEΛ༻͍ͨFOIBODFE
    MPDBM
    TFMGBUUFOUJPO
    &-4" ΛఏҊ͢Δɻ )BEBNBSE
    BUUFOUJPO͸ɺߴ࣍ͷϚοϐϯάΛҡ࣋ͭͭ͠ɺྡ઀͢Δ৔߹ͷ஫ҙΛޮ཰తʹੜ੒͢ΔͨΊʹ)BEBNBSEੵΛಋೖ͢Δɻΰʔε τϔου͸ɺΞςϯγϣϯϚοϓͱ੩తϚτϦΫεΛ૊Έ߹Θͤɺνϟωϧ༰ྔΛ૿Ճͤ͞Δɻ࣮ݧʹΑΓ&-4"ͷ༗ޮੑΛ࣮ূɻΞʔΩςΫ νϟ΍ϋΠύʔύϥϝʔλΛมߋ͢Δ͜ͱͳ͘ɺ-4"Λ&-4"ʹஔ͖׵͑Δ͜ͱͰɺ4XJO
    5SBOTGPSNFS
    Λ࠷େͰ ޲্ͤ͞Δ͜ͱ͕Ͱ͖ ·ͨ͠ɻ·ͨɺ-4"͸%͔Β%·ͰҰ؏ͯ͠70-0ͷԸܙΛड͚ɺ&-4"70-0%͸௥Ճͷֶशը૾ͳ͠ʹ*NBHF/FU,ͰΛୡ੒ ͠·ͨ͠ɻ͞ΒʹɺԼྲྀͷλεΫʹ͓͍ͯ΋&-4"ΛධՁͨ͠ɻ&-4"͸ɺ$0$0Ͱ͸࠷େ 
    CPY
    "Q
    
    
    NBTL
    "Qɺ"%&,Ͱ͸࠷ େ 
    N*P6ɺϕʔεϥΠϯΛେ෯ʹվળͨ͠ɻίʔυ͸
    IUUQTHJUIVCDPNEBNPDW&-4"
    Ͱެ։͍ͯ͠·͢ɻ 5PQ
    SFDFOU
     &-4"
    &OIBODFE
    -PDBM
    4FMG"UUFOUJPO
    GPS
    7JTJPO
    5SBOTGPSNFS
    ݪจ
    &-4"
    &OIBODFE
    -PDBM
    4FMG"UUFOUJPO
    GPS
    7JTJPO
    5SBOTGPSNFS 43
44. എܠ w TFMGBUUFOUJPO
    w άϧʔόϧͳґଘؔ܎Λଊ͑Δʹڧྗ͕ͩɺϩʔΧϧͳಛ௃Λଊ͑Δͷ͸ۤख
    w MPDBM
    TFMGBUUFOUJPO -4"
    w ৞ΈࠐΈͱಉఔ౓ɺͰ΋EZOBNJD
    fi MUFSʹ͸ྼΔ
    w -4"Λʮνϟϯωϧઃఆʯͱʮۭؒॲཧʯͷ໘͔Βௐ΂ͨ
    w ૬ରతͳҐஔͷຒΊࠐΈͱྡ઀ϑΟϧλʔͷద༻͕ॏཁͰ͋Δ͜ͱ͕Θ͔ͬͨ
    w )BEBNBSE
    BUUFOUJPO
    
    (IPTU
    IFBE
    ˠ
    &OIBODFE
    -PDBM
    4FMG"UUFOUJPO &-4" 
 ہॴతͳۭؒ৘ใΛ͏·͘ଊ͑Δ࢓૊Έ 
45.  ߦྻͷܭࢉ͕ཁૉ͝ͱͷֻ͚ࢉʹͳ͍ͬͯΔ %X$POW
    
    EZOBNJD
    fi MUFS
    
    -4" 
 ˠ
    )BEBNBSE
    BUUFOUJPO
    
    (IPTU
    IFBE
    ˠ
    &-4" ( ɾ
    
    HIPTU
    IFBE
46. 
47. ɾ໨తɿ
    ɾ੒Ռɿ
    ɾํ๏ɿ
    ɾϞσϧ໊ɿ
    ɾஶऀॴଐɿ IUUQBSYJWPSHBCTW
    ࠷ۙͷݚڀͰ͸ɺ೉қ౓ͷߴ͍ࢹ֮ೝࣝλεΫʹ͓͍ͯɺࣗݾڭࢣ෇͖ͷࣄલֶश͕ڭࢣ෇ֶ͖शΑΓ΋༏Ε͍ͯΔ͜ͱ͕ࣔ͞Ε͍ͯ·͢ɻ ·ͨɺݴޠ؂ಜΛ༻ֶ͍ͨशͷ৽͍͠ΞϓϩʔνͰ͋Δ$-*1͸ɺ͞·͟·ͳϕϯνϚʔΫͰ༗๬ͳੑೳΛ͍ࣔͯ͠·͢ɻຊݚڀͰ͸ɺࣗݾڭ ࢣ෇ֶ͖श͕ɺࢹ֮දݱͷֶशʹ͓͚Δݴޠ؂ಜͷར༻ʹ໾ཱ͔ͭͲ͏͔Λݕ౼͢ΔɻຊݚڀͰ͸ɺࣗݾڭࢣ෇ֶ͖शͱ$-*1ʹΑΔࣄલֶश Λ૊Έ߹ΘͤͨϚϧνλεΫֶशϑϨʔϜϫʔΫͰ͋Δ4-*1Λ঺հ͢Δɻ7JTJPO
    5SBOTGPSNFSTΛ༻͍ͯࣄલֶशΛߦͬͨޙɺදݱ඼࣭Λప ఈతʹධՁ͠ɺθϩγϣοτసૹɺઢܗ෼ྨɺΤϯυπʔΤϯυͷඍௐ੔ͱ͍͏ͭͷҟͳΔઃఆͷԼͰɺ$-*1ͱࣗݾڭࢣ෇ֶ͖शͷ྆ํͱ ੑೳΛൺֱ͠·͢ɻ*NBHF/FU͓Αͼͦͷଞͷσʔληοτʹ͓͍ͯɺ4-*1͸ਫ਼౓Λେ෯ʹ޲্ͤ͞Δ͜ͱ͕Θ͔Γ·ͨ͠ɻ͞ΒʹɼϞσϧ αΠζɼֶशεέδϡʔϧɼࣄલֶशσʔληοτΛม࣮͑ͯݧΛߦ͍ɼ͜ͷ݁ՌΛݕূ͠·ͨ͠ɽͦͷ݁Ռɼ4-*1͸ɼࣗݾεʔύʔϏδϣ ϯʢઢܗਫ਼౓૿ʣͱݴޠεʔύʔϏδϣϯʢθϩγϣοτਫ਼౓૿ʣͷ྆ํͷར఺ΛڗडͰ͖Δ͜ͱ͕Θ͔ͬͨɽ
    5PQ
    SFDFOU
     4-*1
    4FMGTVQFSWJTJPO
    NFFUT
    -BOHVBHF*NBHF
    1SFUSBJOJOH
    ݪจ
    4-*1
    4FMGTVQFSWJTJPO
    NFFUT
    -BOHVBHF*NBHF
    1SFUSBJOJOH 47 ॏෳ
    ઌ݄ͷ5PQ
    SFDFOU
    
48. ɾ໨తɿը૾෼ྨͷͨΊͷσʔληοτΛ΋͍ͪͯ෺ମݕग़Ͱ͖Δޠኮ਺Λ૿΍͢
    ɾ੒Ռɿ%FUJD %FUFDUPS
    XJUI
    JNBHF
    DMBTTFT
    ɾํ๏ɿը૾෼ྨͷσʔληοτΛ༻͍ͯ෺ମݕग़ثͷ෼ྨثΛ܇࿅͢Δ
    ɾΩʔϫʔυɿ%FUJD
    %FUFDUJPO
    ɾஶऀॴଐɿ
    .FUB
    "*
    5IF
    6OJWFSTJUZ
    PG
    5FYBT
    BU
    "VTUJO
    IUUQBSYJWPSHBCTW
    ݱࡏͷ෺ମݕग़ث͸ɺݕग़σʔλͷن໛͕খ͍ͨ͞Ίɺޠኮͷ਺ʹݶք͕͋Γ·͢ɻҰํɺը૾෼ྨث͸ɺσʔληοτͷن໛͕େ͖͘ɺऩ ू͕༰қͰ͋ΔͨΊɺΑΓେ͖ͳޠኮΛਪ࿦͢Δ͜ͱ͕Ͱ͖Δɻզʑ͸%FUJDΛఏҊ͢Δɻ%FUJD͸ɺը૾෼ྨσʔλΛ༻͍ͯݕग़ثͷ෼ྨث Λ܇࿅͢Δ͚ͩͰɺݕग़ثͷޠኮΛԿສ΋ͷ֓೦ʹ֦େ͢Δ͕͜Ͱ͖Δɻઌߦݚڀͱ͸ҟͳΓɺ%FUJD͸Ϟσϧͷ༧ଌʹج͍ͮͯϘοΫεʹը ૾ϥϕϧΛׂΓ౰ͯͳ͍ͨΊɺ࣮૷͕ඇৗʹ؆୯Ͱɺ༷ʑͳݕग़ΞʔΩςΫνϟ΍όοΫϘʔϯͱͷޓ׵ੑ͕͋Γ·͢ɻͦͷ݁Ռɺ%FUJD͸ ϘοΫεͷΞϊςʔγϣϯ͕ͳ͍ΫϥεͰ΋ɺ༏Εͨݕग़ثΛಘΔ͜ͱ͕Ͱ͖·ͨ͠ɻ%FUJD͸ɺΦʔϓϯϘΩϟϒϥϦʔͱϩϯάςʔϧݕग़ ͷ྆ํͷϕϯνϚʔΫʹ͓͍ͯɺઌߦݚڀΛ্ճΔ݁ՌΛग़͍ͯ͠·͢ɻΦʔϓϯϘΩϟϒϥϦʔ-7*4ϕϯνϚʔΫͰ͸ɺશΫϥεͰ N"1ɺ৽نΫϥεͰN"1ͷήΠϯΛಘͨɻඪ४తͳ-7*4ϕϯνϚʔΫͰ͸ɺ%FUJD͸શΫϥεͰN"1ɺرগΫϥεͰN"1 Λୡ੒ͨ͠ɻࠓճॳΊͯɺ*NBHF/FUσʔληοτͷશ ΫϥεΛ༻͍ͯݕग़ثΛֶश͠ɺඍௐ੔ͳ͠Ͱ৽͍͠σʔληοτʹҰൠԽͰ ͖Δ͜ͱΛࣔͨ͠ɻίʔυ͸
    IUUQTHJUIVCDPNGBDFCPPLSFTFBSDI%FUJD
    Ͱެ։͍ͯ͠·͢ɻ 5PQ
    SFDFOU
     ը૾ϨϕϧͷεʔύʔϏδϣϯʹΑΔສΫϥεͷݕग़
    ݪจ
    %FUFDUJOH
    5XFOUZUIPVTBOE
    $MBTTFT
    VTJOH
    *NBHFMFWFM
    4VQFSWJTJPO 48
49. w ෺ମݕग़ͷͨΊͷσʔληοτͷαΠζ͸খ͍͞
    w ݕग़Ͱ͖Δ਺͕গͳ͘ͳΔ
    w ը૾෼ྨͷͨΊͷσʔληοτͷαΠζ͸େ͖͍
    w ෼ྨͰ͖Δ਺͕ଟ͍
    w ෺ମݕग़ث
    
    Ґஔಛఆ
    ˠ
    ෼ྨ
    w ෺ମݕग़ͷ෼ྨثͷ෦෼Λ 
 ը૾෼ྨͷσʔληοτͰֶश͢Δͱɺ 
 ෼ྨͰ͖Δ਺Λ૿΍ͤΔͷͰ͸ʁ എܠ 
50. ϥϕϧΛͲͷΑ͏ʹ෇͚Δ͔ʁ  w%FUJDͰ͸ɺMBCFMUPCPYΛ͠ͳ͍
    wͰ͖Δ͚ͩେ͖͍αΠζͷCPYʹɺϥϕϧΛ෇͚Δ
51.  w%FUFDUJPO
    EBUB
    ͱJNBHFMBCFMMFE
    EBUBͷ྆ํΛֶࠞͥͯश͢Δ 
 w%FUFDUJPO
    EBUBͷ࣌
    
    wελϯμʔυͳEFUFDUJPOͷֶश͢ΔɻDMBTTJ fi FS 8 ͱCPY
    QSFEJDUJPO
    CSBODI # 
 w*NBHFMBCFMMFE
    EBUBͷ࣌
    
    wDMBTTJ fi FS 8 ֶ͚ͩश͢Δɻ
    wNPEFMʹΑͬͯఏҊ͞Εͨ࠷େαΠζͷൣғ JNBHFCPY ͔Βಛ௃Λநग़͢Δ
52. 
53. 5PQ
    IZQF 
 ҐʙҐ 
54. ɾ໨తɿ$//Λ౷߹తʹվྑ͢Δ
    ɾ੒Ռɿ$POW/F9U
    ɾํ๏ɿ3FT/FUΛ5SBOTGPSNFSʹدͤͯۙ୅Խ͢Δ 
 ɾΩʔϫʔυɿ$POW/F9U
    4XJO
    5SBOTGPSNFS
    ɾஶऀॴଐɿ'BDFCPPL
    "*
    3FTFBSDI
    '"*3
    6$
    #FSLFMFZ IUUQBSYJWPSHBCTW
    7JTJPO
    5SBOTGPSNFST
    7J5 ͷొ৔Ͱ࢝·ͬͨࢹ֮ೝࣝͷ
    3PBSJOH
    T
    ͸ɺॠؒ͘ʹ$POW/FUTΛ྇կ͢Δ࠷ઌ୺ͷը૾෼ྨϞσϧͱͳͬ ͨɻͦͷҰํͰɺόχϥ7J5͸ɺ෺ମݕग़΍ηϚϯςΟοΫηάϝϯςʔγϣϯͳͲͷҰൠతͳίϯϐϡʔλϏδϣϯͷλεΫʹద༻͢Δʹ͸ ࠔ೉͕൐͏ɻ$POW/FUͷϓϦΦʔϧΛ࠶ಋೖͨ͠֊૚ܕ5SBOTGPSNFSʢ4XJO
    5SBOTGPSNFSTͳͲʣ͸ɺ5SBOTGPSNFSΛҰൠతͳϏδϣϯͷ όοΫϘʔϯͱ࣮ͯ͠༻Խ͠ɺ༷ʑͳϏδϣϯλεΫͰ༏ΕͨੑೳΛൃش͍ͯ͠·͢ɻ͔͠͠ɺ͜ͷΑ͏ͳϋΠϒϦουΞϓϩʔνͷ༗ޮੑ ͸ɺґવͱͯ͠ɺ৞ΈࠐΈͷݻ༗ͷؼೲతόΠΞεͰ͸ͳ͘ɺ5SBOTGPSNFSͷຊ࣭తͳ༏ҐੑʹΑΔͱ͜Ζ͕େ͖͍ɻຊݚڀͰ͸ɺσβΠϯ εϖʔεΛ࠶ݕ౼͠ɺ७ਮͳ$POW/FU͕ୡ੒Ͱ͖ΔݶքΛςετ͠·͢ɻඪ४తͳ3FT/FUΛɺϏδϣϯɾτϥϯεϑΥʔϚʔͷઃܭʹ޲͚ͯ ঃʑʹʮۙ୅Խʯ͠ɺͦͷաఔͰੑೳࠩʹد༩͢Δ͍͔ͭ͘ͷॏཁͳཁૉΛൃݟ͠·ͨ͠ɻ͜ͷݚڀͷ݁Ռɺ$POW/F9Uͱݺ͹ΕΔ७ਮͳ $POW/FUϞσϧͷϑΝϛϦʔ͕஀ੜ͠·ͨ͠ɻඪ४తͳ$POW/FUϞδϡʔϧͷΈͰߏ੒͞Εͨ$POW/F9U͸ɺඪ४తͳ$POW/FUͷγϯϓϧ͞ ͱޮ཰ੑΛҡ࣋͠ͳ͕Βɺ*NBHF/FU
    UPQਫ਼౓ͰΛୡ੒͠ɺ$0$0ݕग़ͱ"%&,ηάϝϯςʔγϣϯͰ4XJO
    5SBOTGPSNFSΛ্ճ ΔͳͲɺਫ਼౓ͱεέʔϥϏϦςΟͷ఺Ͱ5SBOTGPSNFSͱޓ֯ʹ౉Γ߹͍ͬͯ·͢ɻ
    5PQ
    IZQF
     ೥୅ͷ$POW/FUΛ໨ࢦͯ͠
    ݪจ
    "
    $POW/FU
    GPS
    UIF
    T 54 ॏෳ
    5PQ
    SFDFOU
    
55. ɾ໨తɿχϡʔϥϧωοτϫʔΫͰ਺ֶͷ໰୊Λղ͘͜ͱ
    ɾ੒ՌɿχϡʔϥϧωοτϫʔΫ͕ɺϓϩάϥϜ߹੒ʹΑͬͯ਺ֶͷ໰୊Λղܾ͢Δ͜ͱΛ࣮ূ
    ɾํ๏ɿ਺ֶͷ໰୊Λ$PEFYͰίʔυʹม׵
    ɾΩʔϫʔυɿ$PEFY
    5SBOTGPSNFS
    ɾஶऀॴଐɿ.*5
    $PMVNCJB
    6OJWFSTJUZ
    )BSWBSE
    6OJWFSTJUZ
    6OJWFSTJUZ
    PG
    8BUFSMPP
    IUUQBSYJWPSHBCTW
    ࢲͨͪ͸ɺςΩετͰࣄલֶश͠ɺίʔυͰඍௐ੔ͨ͠χϡʔϥϧωοτϫʔΫ͕ɺϓϩάϥϜ߹੒ʹΑͬͯ਺ֶͷ໰୊Λղܾ͢Δ͜ͱΛ࣮ ূ͠·ͨ͠ɻ࣭໰ΛϓϩάϥϛϯάͷλεΫʹม͑ɺϓϩάϥϜΛࣗಈతʹੜ੒͠ɺͦΕΛ࣮ߦ͢Δ͜ͱͰɺ.*5ͷେن໛ͳ਺ֶίʔε ʢ4JOHMF
    7BSJBCMF
    $BMDVMVT
    ɺ.VMUJWBSJBCMF
    $BMDVMVT
    ɺ%J ff FSFOUJBM
    &RVBUJPOT
    ɺ*OUSPEVDUJPO
    UP
    1SPCBCJMJUZ
    BOE
    4UBUJTUJDT
    ɺ-JOFBS
    "MHFCSB
    ɺ.BUIFNBUJDT
    GPS
    $PNQVUFS
    4DJFODF
    ʣͷେֶϨϕϧͷ໰୊Λ׬ᘳʹղ͘͜ͱ͕Ͱ͖· ͢ɻ
    BOE
    .BUIFNBUJDT
    GPS
    $PNQVUFS
    4DJFODF
    ʣɺίϩϯϏΞେֶͷ$0.4
    $PNQVUBUJPOBM
    -JOFBS
    "MHFCSBίʔεɺ͓Α ͼ਺ֶతਪ࿦ΛධՁ͢ΔͨΊʹಛผʹઃܭ͞Εͨߴ౓ͳ਺ֶ໰୊ͷ࠷৽ϕϯνϚʔΫͰ͋Δ."5)σʔληοτʢ1SFBMHFCSBɺ"MHFCSBɺ $PVOUJOH
    BOE
    1SPCBCJMJUZɺ/VNCFS
    5IFPSZɺ͓Αͼ1SFDBMDVMVTʹؔ͢Δ໰୊ʣ͔Βͷ໰୊Λ࢖༻͍ͯ͠·͢ɻτϥϯεϑΥʔϚʔ͕͜Ε ΒͷՊ໨ͷ໰୊ղܾϓϩάϥϜΛੜ੒͢ΔͨΊͷϓϩϯϓτੜ੒ํ๏Λ୳Γɺϓϩοτ෇͖ͷղ౴ΛؚΉɻ֤ςʔϚͷ໰୊ΛϥϯμϜʹநग़ ͠ɺਖ਼ղΛੜ੒͠·͢ɻ·ͨɺੜ੒͞Εͨ໰୊ͷ࣭ͱ೉қ౓ΛධՁ͢ΔͨΊͷΞϯέʔτΛ࣮ࢪ͠·ͨ͠ɻຊݚڀ͸ɼେֶϨϕϧͷ਺ֶίʔ εͷ໰୊Λࣗಈతʹղ͍ͯ࠾఺͠ɼେن໛ʹੜ੒ͨ͠ॳΊͯͷݚڀͰ͢ɽ͜Ε͸ߴ౳ڭҭʹͱͬͯըظతͳ͜ͱͰ͢ɻ 5PQ
    IZQF
     χϡʔϥϧωοτϫʔΫ͕ϓϩάϥϜ߹੒Ͱ਺ֶͷ໰୊Λղ͖ɺੜ੒͢Δɻඍ෼ੵ෼ɺඍ෼ํఔࣜɺઢܗ୅਺ͳͲ
    ݪจ
    "
    /FVSBM
    /FUXPSL
    4PMWFT
    BOE
    (FOFSBUFT
    .BUIFNBUJDT
    1SPCMFNT
    CZ
    1SPHSBN
    4ZOUIFTJT
    $BMDVMVT
    %J ff FSFOUJBM
    &RVBUJPOT
    -JOFBS
    "MHFCSB
    BOE
    .PSF 55 ॏෳ
    5PQ
    SFDFOU
    
56. ɾ໨తɿؔ਺Λ༧ଌ͢Δ͜ͱ
    ɾ੒Ռɿ%FFQ
    4ZNCPMJD
    3FHSFTTJPO
    ɾํ๏ɿ5SBOTGPNFSΛ࢖ͬͯ਺ྻͷؔ܎ࣜΛਪ࿦͢Δ
    ɾΩʔϫʔυɿTZNCPMJD
    SFHSFTTJPO
    SFDVSSFODF
    5SBOTGPSNFS
    ɾஶऀॴଐɿ.FUB
    "*
    %FQBSUNFOU
    PG
    1IZTJDT
    &DPMF
    /PSNBMF
    4VQÉSJFVSF
    -BCPSBUPJSF
    E`*OGPSNBUJRVF
    EF
    1BSJT
    
    4PSCPOOF
    IUUQBSYJWPSHBCTW
    ه߸ճؼɺ͢ͳΘͪɺ஋ͷ؍ଌ͔Βؔ਺Λ༧ଌ͢Δ͜ͱ͸ɺࠔ೉ͳ՝୊Ͱ͋Δ͜ͱ͸Α͘஌ΒΕ͍ͯΔɻຊ࿦จͰ͸ɺ5SBOTGPSNFSΛ܇࿅͠ ͯɺ੔਺΍ුಈখ਺఺਺ͷ഑ྻͷجૅͱͳΔؔ਺΍࠶ؼؔ܎Λਪଌ͢Δɻ0&*4഑ྻͷαϒηοτͰզʑͷ੔਺ϞσϧΛධՁ͠ɼ͜ͷϞσϧ͕ ࠶ؼ༧ଌͷͨΊͷ૊ࠐΈ
    .BUIFNBUJDB
    ؔ਺ΑΓ΋༏Ε͍ͯΔ͜ͱΛࣔ͠·ͨ͠ɽྫ͑͹ɼ
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    
    ͷΑ͏ʹɼޠኮͷ ͳ͍ؔ਺΍ఆ਺ͷ৘ใʹ෋Μͩۙࣅ஋ΛಘΔ͜ͱ͕Ͱ͖Δ͜ͱΛࣔ͠·͢ɽ
    ͜ͷϞσϧͷΠϯλϥΫςΟϒͳσϞϯετϨʔγϣϯ͸ɺIUUQTCJUMZOJ&'4ɻ 5PQ
    IZQF
     ϦΧϨϯτɾγʔέϯεͷͨΊͷσΟʔϓɾγϯϘϦοΫɾϦάϨογϣϯ
    ݪจ
    %FFQ
    4ZNCPMJD
    3FHSFTTJPO
    GPS
    3FDVSSFOU
    4FRVFODFT 56
57. 4ZNCPMJD
    SFHSFTTJPO w ༩͑ΒΕͨ਺ྻ͔Βɺͦͷ਺ྻΛຬͨؔ͢਺΍ؔ܎ੑΛਪଌ͢Δ͜ͱ
    w 
    
    
    
    
    
    
58.  5SBOTGPSNFSΛ࢖ͬͯ༧ଌ 
 ೖྗ
    ਺ྻ
    ग़ྗ
    ؔ܎ࣜ 
 
 ೖྗͱग़ྗ͸ɺ༧ΊܾΊ͓͍ͯͨޠኮ ԋࢉΦϖϨʔλ
    
    ੔਺
    
    ුಈখ਺఺਺ ͷτʔΫϯදݱ͞ΕΔ
59.  ۙࣅࣜΛ༧ଌ͢Δ ۙࣅ஋Λ༧ଌ͢Δ
60. ɾ໨తɿ
    ɾ੒Ռɿ
    ɾํ๏ɿ
    ɾΩʔϫʔυɿ
    ɾஶऀॴଐɿ IUUQBSYJWPSHBCTW
    ଟؔઅܕͷ࣍ݩܗঢ়෮ݩͷͨΊͷઌߦݚڀ͸ɺଟ͘ͷ৔߹ɺಛघͳηϯαʔʢྫɿಉظͨ͠ϚϧνΧϝϥγεςϜʣ΍ɺ͋Β͔͡Ίߏங͞Ε ͨ࣍ݩมܗϞσϧʢྫɿ4."-΍4.1-ʣʹґଘ͍ͯ͠·͢ɻ͜ͷΑ͏ͳख๏͸ɺࣗવքͷଟ༷ͳ෺ମͷηοτʹରԠ͢Δ͜ͱ͕Ͱ͖·ͤ Μɻ#"/.P͸ɺಛघͳηϯαʔ΍ࣄલʹఆٛ͞ΕͨςϯϓϨʔτܗঢ়Λඞཁͱ͠ͳ͍ํ๏Ͱ͢ɻ#"/.P͸ɺඍ෼ՄೳͳϨϯμϦϯάϑϨʔ ϜϫʔΫΛ༻͍ͯɺଟ͘ͷ୯؟ΧδϡΞϧϏσΦ͔Βɺߴ஧࣮౓Ͱؔઅͷ͋Δ%Ϟσϧʢܗঢ়ͱΞχϝʔγϣϯՄೳͳεΩχϯά΢ΣΠτΛ ؚΉʣΛߏங͠·͢ɻଟ͘ͷϏσΦΛ࢖༻͢Δ͜ͱͰɺΧϝϥϏϡʔͱΦϒδΣΫτͷΞʔςΟΩϡϨʔγϣϯΛΑΓଟ͘Χόʔ͢Δ͜ͱ͕Ͱ ͖·͕͢ɺഎܠ΍র໌৚݅ͳͲ͕ҟͳΔγʔϯؒͷରԠؔ܎Λཱ֬͢Δ͜ͱʹେ͖ͳ՝୊͕͋Γ·͢ɻզʑͷॏཁͳಎ࡯͸ɺʢʣؔઅࠎͱϒ ϨϯυεΩχϯάΛར༻ͨ͠ݹయతͳมܗՄೳͳܗঢ়Ϟσϧɺʢʣޯ഑ϕʔεͷ࠷దԽʹదͨ͠ମੵχϡʔϥϧϥδΞϯεϑΟʔϧυ ʢ/F3'ʣɺʢʣϐΫηϧͱؔઅϞσϧͷؒͷରԠؔ܎Λੜ੒͢Δਖ਼४ຒΊࠐΈɺͱ͍͏ͭͷྲّྀΛ౷߹͢Δ͜ͱͰ͢ɻຊݚڀͰ͸ɺඍ෼ Մೳ͓Αͼ൓సՄೳͳؔઅมܗΛՄೳʹ͢ΔχϡʔϥϧϒϨϯυεΩχϯάϞσϧΛಋೖͨ͠ɻ͜ͷΑ͏ͳϞσϧΛਖ਼४ຒΊࠐΈͱ૊Έ߹Θ ͤΔ͜ͱͰɺϏσΦؒͷີͳରԠؔ܎Λཱ֬͢Δ͜ͱ͕Ͱ͖ɺαΠΫϧҰ؏ੑΛ࣋ͬͨࣗݾڭࢣԽ͕ՄೳͱͳΔɻ࣮σʔλ͓Αͼ߹੒σʔλ ʹ͓͍ͯɺ#"/.P͸ਓؒ΍ಈ෺ͷઌߦݚڀΑΓ΋ߴ͍஧࣮౓ͷ%࠶ߏ੒Λࣔ͠ɺ৽͍͠ࢹ఺΍ϙʔζ͔ΒͷϦΞϧͳը૾ΛϨϯμϦϯά͢ ΔೳྗΛඋ͍͑ͯ·͢ɻϓϩδΣΫτͷ΢ΣϒϖʔδɿCBONPXXXHJUIVCJP
     5PQ
    IZQF
     #"/.P
    ଟ͘ͷΧδϡΞϧϏσΦ͔ΒΞχϝʔγϣϯՄೳͳ%ਆܦϞσϧΛߏங͢Δ
    ݪจ
    #"/.P
    #VJMEJOH
    "OJNBUBCMF
    %
    /FVSBM
    .PEFMT
    GSPN
    .BOZ
    $BTVBM
    7JEFPT 60 ॏෳ
    ઌ݄ͷ5PQ
    IZQF
    
61. ɾ໨తɿ
    ɾ੒Ռɿ
    ɾํ๏ɿ
    ɾΩʔϫʔυɿ
    ɾஶऀॴଐɿ IUUQBSYJWPSHBCTW
    ๏཯෼໺Ͱ͸ɺςΩετܗࣜͷ๲େͳσʔλؚ͕·Ε͍ͯ·͢ɻͦͷͨΊɺ͜ͷ෼໺ͷ෼ੳχʔζʹԠ͑ΔͨΊʹ͸ɺࣗવݴޠॲཧʢ/BUVSBM
    -BOHVBHF
    1SPDFTTJOH
    /-1ʣͷద༻͕ඞཁͱͳΓ·͢ɻ/-1ͷਐา͸ɺ࣮༻Խ΍ֶज़ݚڀͷܗͰɺ๏཯෼໺Λ͸͡Ίͱ͢Δ༷ʑͳྖҬʹ޿ ͕͍ͬͯ·͢ɻ๏཯ͷઐ໳Ոʹͱͬͯɺૌুʹ͓͚Δॏཁͳจষɺࣄ࣮ɺٞ࿦Λಛఆ͢Δ͜ͱ͸ɺୀ۶ͳ࡞ۀͰ͢ɻຊݚڀͰ͸ɺϚϧνΫϥε ෼ྨͷͨΊͷจຒΊࠐΈͷར༻Λݕ౼͠ɺૌুࣄ݅ͷओཁͳ౰ࣄऀͷ؍఺͔Βɺૌুࣄ݅ʹ͓͚ΔॏཁͳจΛಛఆ͢Δɻ·ͨɺΧςΰϦʔผ ͷΫϩεΤϯτϩϐʔଛࣦΛར༻͢Δ͜ͱͰɺਫ਼౓Λ޲্ͤ͞ΔͨΊʹɺλεΫݻ༗ͷଛࣦؔ਺Λఆٛ͠·͢ɻ 5PQ
    IZQF
     ϚϧνΫϥε෼ྨΛ༻͍ͨ๏ྫʹ͓͚Δॏཁจͷࣝผ
    ݪจ
    $SJUJDBM
    4FOUFODF
    *EFOUJ fi DBUJPO
    JO
    -FHBM
    $BTFT
    6TJOH
    .VMUJ$MBTT
    $MBTTJ fi DBUJPO 61 ॏෳ
    ઌ݄ͷ5PQ
    IZQF
    
62. ɾ໨తɿ
    ɾ੒Ռɿ
    ɾํ๏ɿ
    ɾΩʔϫʔυɿ
    ɾஶऀॴଐɿ IUUQBSYJWPSHBCTW
    'BDFCPPLͷωοτϫʔΫͰ͸ɺϢʔβʔ͕ςΩετʹର͢Δ൓ԠΛɺײ৘ͷྨܕԽʹΑͬͯه࿥͢Δ͜ͱ͕Ͱ͖·͢ɻ͜ͷωοτϫʔΫ͸ɺ େن໛Ͱ͋ΔͨΊɺ஫ऍ෇͖ͷηϯνϝϯτσʔλͷओཁͳσʔληοτͱͳ͍ͬͯ·͢ɻຊ࿦จͰ͸ɺεϦϥϯΧͷจ຺Λத৺ͱͨ͠೥ ෼ͷ'BDFCPPLͷ౤ߘσʔλ͔ΒಘΒΕͨ਺ඦສͷ൓ԠΛ༻͍ͯɺΦϯϥΠϯͷγϯϋϥޠςΩετίϯςϯπͷηϯνϝϯτݕग़ʹର͢Δ ʮݟΔਓͷ໨ʯͷΞϓϩʔνΛϞσϧԽ͢Δɻछྨͷηϯνϝϯτ෼ੳϞσϧ͕ߏங͞Ε͓ͯΓɺϦΞΫγϣϯͷݶఆ͞Εͨαϒηοτɺ͢ ΂ͯͷϦΞΫγϣϯɺϙδςΟϒωΨςΟϒͷ੕ධՁ஋Λಋ͖ग़͢Ϟσϧ͕ߟྀ͞Ε͍ͯ·͢ɻͦͯ͠ɺ͜ΕΒͷϞσϧ͕؍࡯ऀͷ൓ԠΛଊ ͑Δͷʹ༗ޮͰ͋Δ͔Ͳ͏͔Λܭࢉ͠ɺٞ࿦ͨ͠ɻ෼ੳͷ݁ՌɺγϯϋϥޠͷίϯςϯπͰ͸ɺϦΞΫγϣϯͷೋ஋෼ྨ͕ଞͷΞϓϩʔνʹ ൺ΂ͯஶ͘͠ਖ਼֬Ͱ͋Δ͜ͱ͕Θ͔ͬͨɻ͞ΒʹɺࣅͨΑ͏ͳϦΞΫγϣϯΛؚΊΔͱɺଞͷϦΞΫγϣϯΛਖ਼֬ʹ༧ଌ͢Δ͜ͱ͕Ͱ͖ͳ͘ ͳΓ·͢ɻ
    5PQ
    IZQF
     γϯϋϥޠͷηϯνϝϯτΛٻΊͯγϯϋϥޠͷ౤ߘʹର͢Δ'BDFCPPLͷ൓ԠΛ༧ଌ͢Δ
    ݪจ
    4FFLJOH
    4JOIBMB
    4FOUJNFOU
    1SFEJDUJOH
    'BDFCPPL
    3FBDUJPOT
    PG
    4JOIBMB
    1PTUT 62 ॏෳ
    ઌ݄ͷ5PQ
    IZQF
    
63. ɾ໨తɿχϡʔϥϧωοτϫʔΫͷ൚ԽੑೳΛௐ΂Δ͜ͱ
    ɾ੒ՌɿσʔληοτͷαΠζ͕খ͍͞΄Ͳɼ൚ԽͷͨΊͷ࠷దԽ͕ඞཁʹͳΔ͜ͱ͕Θ͔ͬͨ
    ɾํ๏ɿΞϧΰϦζϛοΫʹ࡞ΒΕͨখ͞ͳσʔληοτΛ΋͍࣮ͪͯݧ
    ɾΩʔϫʔυɿ(SPLLJOH
    ɾஶऀॴଐɿ0QFO"*
    (PPHMF IUUQBSYJWPSHBCTW
    ຊ࿦จͰ͸ɺΞϧΰϦζϜͰੜ੒͞Εͨখ͞ͳσʔληοτ্ͰͷχϡʔϥϧωοτϫʔΫͷҰൠԽΛݚڀ͢Δ͜ͱΛఏҊ͢Δɻ͜ͷઃఆͰ ͸ɺσʔλͷޮ཰ɺهԱɺҰൠԽɺֶशͷ଎౓ʹؔ͢Δ໰୊Λඇৗʹৄࡉʹݚڀ͢Δ͜ͱ͕Ͱ͖Δɻ͍͔ͭ͘ͷঢ়گͰ͸ɺχϡʔϥϧωοτ ϫʔΫ͸ɺσʔλ಺ͷύλʔϯΛʮάϧʔΩϯάʯ͢ΔϓϩηεΛ௨ֶͯ͡श͠ɺϥϯμϜͳۮવͷϨϕϧ͔Β׬શͳ൚Խ΁ͱ൚ԽੑೳΛ޲ ্ͤ͞ɺ͜ͷ൚Խͷ޲্͸ΦʔόʔϑΟοτͷ࣌఺Λ͸Δ͔ʹ௒͑ͯى͜Γ͏Δ͜ͱΛࣔ͢ɻ·ͨɼσʔληοτͷαΠζʹΑΔ൚Խͷҧ͍Λ ௐ΂ͨͱ͜Ζɼσʔληοτ͕খ͍͞΄Ͳɼ൚ԽͷͨΊͷ࠷దԽ͕ඞཁʹͳΔ͜ͱ͕Θ͔ͬͨɽ͜ΕΒͷσʔληοτ͸ɺਂ૚ֶशͷ͋·Γ ཧղ͞Ε͍ͯͳ͍ଆ໘Λݚڀ͢ΔͨΊͷංཊͳ౔৕Λఏڙ͍ͯ͠Δͱզʑ͸ओு͢Δɻ
    5PQ
    IZQF
     (SPLLJOHখ͞ͳΞϧΰϦζϜσʔληοτͰͷΦʔόʔϑΟοςΟϯάΛ௒͑ͨҰൠԽ
    ݪจ
    (SPLLJOH
    (FOFSBMJ[BUJPO
    #FZPOE
    0WFS fi UUJOH
    PO
    4NBMM
    "MHPSJUINJD
    %BUBTFUT 63 ॏෳ
    5PQ
    SFDFOU
    
64. ɾ໨తɿ5SBOTGPSNFSΛ࢖ͬͨࣗಈ࠾ේ
    ɾ੒Ռɿ5SBOTGPSNFS͸ϚϧνλεΫ".5Λ࣮ߦͰ͖Δ͜ͱΛ࣮ূͨ͠ɻ
    ɾํ๏ɿ.*%*σʔλΛ.*%*-JLFσʔλʹτʔΫϯԽ͢Δ
    ɾΩʔϫʔυɿ.5
    ".5
    5SBOTGPSNFS
    ɾஶऀॴଐɿ(PPHMF
    3FTFBSDI
    #SBJO
    5FBN IUUQBSYJWPSHBCTW
    ੜͷԻ੠͔ΒԻූΛਪఆ͢Δࣗಈ࠾ේʢ"VUPNBUJD
    .VTJD
    5SBOTDSJQUJPO
    ".5ʣ͸ɺԻָཧղͷத֩Λͳ͢ࠔ೉ͳ࡞ۀͰ͢ɻҰਓͷ࿩ऀͷ ݴ༿Λର৅ͱ͢ΔࣗಈԻ੠ೝࣝʢ"43ʣͱ͸ҟͳΓɺ".5Ͱ͸ɺෳ਺ͷָثΛಉ࣌ʹɺ͔͠΋ࡉ͔͍ϐον΍λΠϛϯάͷ৘ใΛอ࣋ͨ͠· ·ॻ͖ࣸ͢ඞཁ͕͋Γ·͢ɻ͞Βʹɺଟ͘ͷ".5σʔληοτ͸ʮ௿ϦιʔεʯͰ͋Γɺख़࿅ͨ͠ԻָՈͰ͋ͬͯ΋ɺԻָͷॻ͖ى͜͠͸೉ ͘͠ɺ͕͔͔࣌ؒΔ΋ͷͰ͢ɻͦͷͨΊɺઌߦݚڀͰ͸ɺ֤λεΫͷݸʑͷָثʹ߹Θͤͯௐ੔͞ΕͨλεΫݻ༗ͷΞʔΩςΫνϟʹয఺͕ ౰ͯΒΕ͍ͯ·ͨ͠ɻຊݚڀͰ͸ɺ௿Ϧιʔεͷࣗવݴޠॲཧʢ/-1ʣͷͨΊͷ഑ྻؒ఻ୡֶशͷ༗๬ͳ݁Ռʹ৮ൃ͞Εɺ൚༻5SBOTGPSNFS Ϟσϧ͕ɺෳ਺ͷసࣸσʔληοτʹ͓͍ͯ೚ҙͷָثͷ૊Έ߹ΘͤΛڞಉͰసࣸ͢ΔɺϚϧνλεΫ".5Λ࣮ߦͰ͖Δ͜ͱΛ࣮ূ͠·͠ ͨɻ͜ͷ౷Ұ͞ΕֶͨशϑϨʔϜϫʔΫ͸ɺ༷ʑͳσʔληοτʹ͓͍ͯߴ඼࣭ͳసࣸ݁ՌΛୡ੒͠ɺ๛෋ͳָثʢϐΞϊͳͲʣͰͷڧྗͳ ύϑΥʔϚϯεΛҡ࣋ͭͭ͠ɺϦιʔεͷগͳָ͍ثʢΪλʔͳͲʣͰͷύϑΥʔϚϯεΛܶతʹ޲্ͤ͞Δ͜ͱΛ͍ࣔͯ͠Δɻ࠷ޙʹɺ ".5ͷൣғΛ֦େ͢Δ͜ͱͰɺΑΓҰ؏ͨ͠ධՁࢦඪͱΑΓྑ͍σʔληοτͷௐ੔ͷඞཁੑΛ໌Β͔ʹ͠ɺϚϧνλεΫ".5ͷ৽͍͠ํ ޲ੑͷͨΊͷڧྗͳϕʔεϥΠϯΛఏڙ͠·͢ɻ 5PQ
    IZQF
     .5ϚϧνλεΫɾϚϧντϥοΫɾϛϡʔδοΫɾτϥϯεΫϦϓγϣϯ
    ݪจ
    .5
    .VMUJ5BTL
    .VMUJUSBDL
    .VTJD
    5SBOTDSJQUJPO 64
65.  .*%*
    ˠ
    
    .*%*MJLF
    5PLFOT
    
    ˠ
    .*%*MJLF
    5PLFOT
    
    ˠ
    .*%* .5
66. ɾ໨తɿΦϯϥΠϯը૾ίϨΫγϣϯ͔ΒΦϒδΣΫτදݱΛऔಘ͢Δ৽͍͠ख๏ΛఏҊ
    ɾ੒Ռɿ/F30*$ /FVSBM
    3FOEFSJOH
    PG
    PCKFDUT
    GSPN
    0OMJOF
    *NBHF
    $PPMFDUJPOT
    ɾํ๏ɿϨϯμϦϯάͷաఔΛίϯϙʔωϯτʹ෼ׂ͠ɺͦΕͧΕͰվྑɻ
    ɾΩʔϫʔυɿ/F30*$
    /F3'
    ɾஶऀॴଐɿ6OJWFSTJUZ
    PG
    4PVUIFSO
    $BMJGPSOJB
    4OBQ
    *OD IUUQBSYJWPSHBCTW
    ຊݚڀͰ͸ɺΦϯϥΠϯը૾ίϨΫγϣϯ͔ΒΦϒδΣΫτදݱΛऔಘ͢Δ৽͍͠ख๏ΛఏҊ͢Δɻ͜ΕʹΑΓɺΧϝϥɺর໌ɺഎܠ͕ҟͳ Δࣸਅ͔Βɺ೚ҙͷΦϒδΣΫτͷߴ඼࣭ͳܗঢ়ͱࡐྉಛੑΛऔಘ͢Δ͜ͱ͕Ͱ͖Δɻ͜ΕʹΑΓɺϊϕϧϏϡʔ߹੒ɺ࠶র໌ɺௐ࿨ͷͱΕ ͨഎܠ߹੒ͳͲɺ༷ʑͳΦϒδΣΫτத৺ͷϨϯμϦϯάΞϓϦέʔγϣϯ͕ՄೳʹͳΓ·͢ɻχϡʔϥϧɾϥσΟΞϯεɾϑΟʔϧυΛ֦ு ͨ͠ϚϧνεςʔδɾΞϓϩʔνΛ༻͍ͯɺ·ͣද໘ܗঢ়Λਪఆ͠ɺૈ͘ਪఆ͞ΕͨॳظΧϝϥɾύϥϝʔλΛվྑ͠·͢ɻ·ͨɺૈ͍લܠ ΦϒδΣΫτɾϚεΫΛར༻ͯ͠ɺֶशޮ཰ͱܗঢ়඼࣭Λ޲্ͤ͞·͢ɻ·ͨɺϩόετͳ๏ઢਪఆٕज़Λಋೖ͢Δ͜ͱͰɺزԿֶతͳϊΠ ζͷӨڹΛഉআͭͭ͠ɺॏཁͳσΟςʔϧΛอ࣋͠·͢ɻ࠷ޙʹɺද໘ͷࡐྉಛੑͱपғͷর໌Λநग़͠·͢ɻ͜Ε͸ٿ໘ௐ࿨Ͱදݱ͞Εɺ γϟʔϓγϟυ΢ͳͲͷա౉తͳཁૉΛॲཧ͢ΔͨΊʹ֦ு͞Ε͍ͯ·͢ɻ͜ΕΒͷίϯϙʔωϯτΛ૊Έ߹ΘͤΔ͜ͱͰɺߴ౓ʹϞδϡʔϧ Խ͞Εͨޮ཰తͳΦϒδΣΫτऔಘϑϨʔϜϫʔΫ͕׬੒͠·͢ɻ޿ൣͳධՁͱൺֱʹΑΓɺϨϯμϦϯάΞϓϦέʔγϣϯʹ༗༻ͳߴ඼࣭ ͷδΦϝτϦͱ֎؍ͷಛੑΛऔಘ͢Δ্ͰɺຊΞϓϩʔνͷར఺͕࣮ূ͞Ε·ͨ͠ɻ 5PQ
    IZQF
     /F30*$
    ΦϯϥΠϯɾΠϝʔδɾίϨΫγϣϯ͔ΒͷΦϒδΣΫτͷχϡʔϥϧɾϨϯμϦϯά
    ݪจ
    /F30*$
    /FVSBM
    3FOEFSJOH
    PG
    0CKFDUT
    GSPN
    0OMJOF
    *NBHF
    $PMMFDUJPOT 66
67. /FVSBM
    3FOEFSJOH
    PG
    PCKFDUT
    GSPN
    0OMJOF
    *NBHF
    $PMMFDUJPOT w 0OMJOF্ͷը૾͕ର৅ 
 ΅΍͚͍ͯͨΓɺর໌ͷ౰ͨΓํ͸͍Ζ͍Ζ
    w ৽ͨͳWJFXͷը૾߹੒
    w ࠶র໌
    w ৽͍͠എܠͱর໌৚݅Ͱͷը૾߹੒ /F30*$ 
68.  /F3'ͷ 
 ΧϝϥࡱӨͷ࢓૊Έ
69.  B
    (FPNFUSZ
    /FUXPSL
    Χϝϥ࠲ඪͱੈք࠲ඪ͔Β্ۭؒͷ֤࠲ඪʹ৭ͱີ౓ΛରԠ෇͚ΔϕΫτϧ৔Λܭࢉ͢Δɻ
    C
    /PSNBM
    &YUSBDUJPO
    Χϝϥͷয఺͔Βද໘ͷ֤ϐΫηϧ΁ͷ௚ઢ ໘๏ઢ
    ޫઢ Λܭࢉ͢Δ 
 ɹɹɹɹɹɹɹɹɹɹɹ
    র໌ͱࡐྉಛੑ ޫͷ൓ࣹͷ۩߹
    D
    3FOEFSJOH
    OFUXPSL
    ର৅ͷܗঢ়ͱɺޫͷ൓ࣹ۩߹͔Βর໌ͱࡐྉಛੑΛܭࢉ͢Δ
70.  (FPNFUSZ
    /FUXPSL /PSNBM
    &YUSBMUJPO
    -BZFS $BNBSB
    PQUJNJ[BUJPO
    ର৅ͷܗঢ়Λଊ͑Δ ϊΠζͷӨڹΛݮΒͨɺޫͷ൓ࣹͷ۩߹Λਖ਼֬ʹ ଊ͑Δ 3FOEFSJOH
    /FUXPSL w 4QIFSJDBM
    )FSNPOJTD 4) 
 র໌Λܭࢉ͢Δ 
 w 1IPOH
    #3%' 
 ର৅ͷࡐྉಛੑΛܭࢉ͢Δ ϨϯμϦϯάͷϓϩηεΛϞδϡʔϧԽͯ͠ɺ֤ϞδϡʔϧͰվྑ
71. 
72. ɾ໨తɿ"*ͷτϐοΫͷ֓ཁͷ੔ཧͯ͠ɺఏڙ͢Δ͜ͱ
    ɾ੒Ռɿ໘઀΍ࢼݧͷͨΊͷ໰୊ूͱͯ͠࢖͑Δ
    ɾํ๏ɿ໰୊ͱͦͷղ౴
    ɾΩʔϫʔυɿ%FFQ
    -FBSOJOH
    *OUFSWJFXT
    ɾஶऀॴଐɿ
    2VFFO
    .BSZ
    6OJWFSTJUZ
    PG
    -POEPO IUUQBSYJWPSHBCTW
    ୈ൛ͷ%FFQ
    -FBSOJOH
    *OUFSWJFXTʹ͸ɺ"*ͷओཁͳτϐοΫͷத͔Βɺ׬શʹղܾ͞Εͨ਺ඦͷ໰୊͕ܝࡌ͞Ε͍ͯ·͢ɻ໘઀΍ࢼݧͷͨ ΊͷϦϋʔαϧͱͯ͠ɺ·ͨػցֶशͷम࢜ɾത࢜՝ఔͷֶੜ΍໘઀Λ߇͍͑ͯΔํͷͨΊʹɺ͜ͷ෼໺ͷ֓ཁΛ੔ཧͯ͠ఏڙ͢ΔͨΊʹ࡞ ΒΕ͍ͯ·͢ɻ໰୊͸ɺࣃΛ৯͍͠͹ͬͯεΩϧΛඈ༂తʹ޲্ͤ͞Δͷʹे෼ݫ͍͠΋ͷͰ͕͢ɺࣔࠦʹ෋Μ࣭ͩ໰ͱັྗతͳετʔϦʔͰ ߏ੒͞Ε͍ͯ·͢ɻ͜ͷຊֶ͕ੜ΍ٻ৬ऀʹͱͬͯಛʹՁ஋͕͋Δͷ͸ɺͲΜͳτϐοΫͰ΋ࣗ৴Λ࣋ͬͯૉૣ͘࿩͢͜ͱ͕Ͱ͖Δೳྗɺٕज़ తͳ࣭໰ʹ໌͔֬ͭਖ਼֬ʹ౴͑Δ͜ͱ͕Ͱ͖Δೳྗɺͦͯ͠໘઀Ͱͷ࣭໰ͱճ౴ͷ໨తͱҙຯΛ׬શʹཧղ͢ΔೳྗΛ਎ʹ͚ͭΔ͜ͱ͕Ͱ͖ Δ͔ΒͰ͢ɻ͜ΕΒ͸ɺ໘઀ͷ৔ʹྟΉࡍʹඞཁෆՄܽͳڧྗͳ෢ثͱͳΓ·͢ɻ͜ͷຊͷ಺༰͸ɺ%-൛ͷब৬໘઀΍େֶӃϨϕϧͷࢼݧʹ ؔ࿈͢Δ਺ଟ͘ͷτϐοΫͷେ͖ͳ໨࿥Ͱ͢ɻ͜Ε͸ɺ࣮ફతͳ਺ֶతɾܭࢉతεΩϧͷίΞηοτΛڭ͑Α͏ͱ͍͏Պֶքͷಈ͖ͷதͰɺ ͜ͷ࡞඼͕࠷ઌ୺ʹҐஔ͍ͯ͠Δ͜ͱΛ͍ࣔͯ͠·͢ɻ͢΂ͯͷίϯϐϡʔλαΠΤϯςΟετͷτϨʔχϯάʹ͸ɺ.-ͷجຊతͳఆཧؚ͕ ·Ε͍ͯͳ͚Ε͹ͳΒͳ͍ͱ޿͘ೝΊΒΕ͓ͯΓɺ"*͸΄΅͢΂ͯͷେֶͷΧϦΩϡϥϜʹؚ·Ε͍ͯ·͢ɻ͜ͷຊ͸ɺͦͷΑ͏ͳϓϩάϥϜ ͷଔۀੜͷͨΊͷ༏Εͨࢀߟॻͱͯ͠ઃܭ͞Ε͍ͯ·͢ɻ 5PQ
    IZQF
     σΟʔϓϥʔχϯάͷΠϯλϏϡʔɻ"*ͷ෯޿͍ओཁͳτϐοΫ͔Βɺ׬શʹղܾ͞Εͨ਺ඦͷδϣϒΠϯλϏϡʔͷ࣭໰͕͋Γ·͢ɻ
    ݪจ
    %FFQ
    -FBSOJOH
    *OUFSWJFXT
    )VOESFET
    PG
    GVMMZ
    TPMWFE
    KPC
    JOUFSWJFX
    RVFTUJPOT
    GSPN
    B
    XJEF
    SBOHF
    PG
    LFZ
    UPQJDT
    JO
    "* 72 ॏෳ
    5PQ
    SFDFOU
    
73. XXX%FFQ-DPN5SBOTMBUPS
    ʹΑΔ຋༁Λར༻͍͖ͤͯͨͩ͞·ͨ͠ɻ