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生成的モデリングによる集合データのVisual Analytics(博士論文公聴会)
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watasan
January 27, 2022
Research
4
2.5k
生成的モデリングによる集合データのVisual Analytics(博士論文公聴会)
九州工業大学 渡辺龍二 博士論文公聴会 発表スライド
論文リンク:
http://doi.org/10.18997/00008918
watasan
January 27, 2022
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Transcript
भۀେֶ ลཾೋ ݄ ത࢜จެௌձ ੜతϞσϦϯάʹΑΔ ू߹σʔλͷ7JTVBM"OBMZUJDT
ຊจͷ֓ཁ
جຊίϯηϓτɿ7JTVBM"OBMZUJDT 7" <5IPNBT> ຊจͷ֓ཁ ҙࢥܾఆ ݁Ռ σʔλۦಈͳҙࢥܾఆΛߦ͏Έ σʔλ σʔλੳγεςϜʢ7"γεςϜʣ
ࢹ֮త ΠϯλϑΣʔε σʔλੳ ػߏ ʢϞσϧʣ ՄࢹԽ ɾσʔλ୳ࡧ ɾԾઆݕূ ɾࣝൃݟ ؔ৺ର <5IPNBT>*MMVNJOBUJOHUIFQBUI 7"ͷΈ ਓؒ
ຊݚڀͷతɿू߹σʔλʹର͢Δ7"ͷ࣮ݱ ຊจͷ֓ཁ ਓؒ ҙࢥܾఆ ݁Ռ σʔλۦಈͳҙࢥܾఆΛߦ͏Έ ಛྔू߹ͷू߹ ʢू߹σʔλʣ σʔλੳγεςϜʢ7"γεςϜʣ
ࢹ֮త ΠϯλϑΣʔε σʔλੳ ػߏ ʢϞσϧʣ ՄࢹԽ ɾσʔλ୳ࡧ ɾԾઆݕূ ɾࣝൃݟ ؔ৺ର ू߹σʔλ7"ͷΈ
ຊจͷߩݙɿू߹σʔλ7"Λᶃఆٛ ᶄ࣮ݱ ᶅσϞ ͨ͜͠ͱ ຊจͷ֓ཁ ਓؒ ҙࢥܾఆ ݁Ռ σʔλۦಈͳҙࢥܾఆΛߦ͏Έ
ಛྔू߹ͷू߹ ʢू߹σʔλʣ σʔλੳγεςϜʢ7"γεςϜʣ ࢹ֮త ΠϯλϑΣʔε σʔλੳ ػߏ ʢϞσϧʣ ՄࢹԽ ɾσʔλ୳ࡧ ɾԾઆݕূ ɾࣝൃݟ ؔ৺ର ू߹σʔλ7"ͷΈ ߩݙᶅ ࣮σʔλʹΑΔ σϞϯετϨʔγϣϯ ߩݙᶄ ੜతϞσϦϯάʹΑΔ γεςϜͷߏஙํ๏ͷఏҊ ߩݙᶃ ·͍͠ػೳΛཧ্ͨ͠Ͱͷ Ұൠతͳू߹σʔλ7"ͷཁ݅ͷఆٛ
ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ σϞϯετϨʔγϣϯʢߩݙᶅʣ
૯ׅ
ΠϯτϩμΫγϣϯ
ΠϯτϩμΫγϣϯͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ▸ എܠʛ7JTVBM"OBMZUJDT 7" ▸ എܠʛू߹σʔλ
▸ తʛू߹σʔλͷ7" ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ఏҊख๏ʢߩݙᶄʣ σϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
ΠϯτϩμΫγϣϯͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ▸ എܠʛ7JTVBM"OBMZUJDT 7" ▸ എܠʛू߹σʔλ
▸ తʛू߹σʔλͷ7" ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ఏҊख๏ʢߩݙᶄʣ σϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
σʔλۦಈܕҙࢥܾఆʹ͕ू·͍ͬͯΔ എܠʛ7JTVBM"OBMZUJDT 7" l σʔλΛ׆༻ͨ͠ʮσʔλۦಈܕҙࢥܾఆʯ͕ΛूΊΔ ▸ ଟ͘ͷاۀ͕σʔλ׆༻Λਪਐ͍ͯ͠Δ<%&--5FDIOPMPHJFT> ⁃ σʔλར׆༻ʹ͍ͭͯԿ͔͠ΒܭըΛཱ͍ͯͯΔɺ͘͠طʹऔΓΜͰ͍Δاۀͷׂ߹
▸ ࣏<#BSCFSP>ɾεϙʔπ<&MHFOEZ>ɾҩྍ<(PU[>ͳͲ ༷ʑͳͰσʔλར༻ͷࢼΈ͕ߦΘΕ͍ͯΔ <%&--5FDIOPMPHJFT>%JHJUBM5SBOTGPSNBUJPO*OEFYIUUQTXXXEFMMUFDIOPMPHJFTDPNKBKQQFSTQFDUJWFTEJHJUBMUSBOTGPSNBUJPOJOEFYIUN <#BSCFSP>#JHEBUBBOBMZUJDTGPSQPMJDZNBLJOH <&MHFOEZ>#JH%BUB"OBMZUJDTJO4VQQPSUPGUIF%FDJTJPO.BLJOH1SPDFTT <(PU[>%BUB%SJWFO)FBMUIDBSF$IBMMFOHFTBOE0QQPSUVOJUJFTGPS*OUFSBDUJWF7JTVBMJ[BUJPO
σʔλۦಈܕҙࢥܾఆͷྨ എܠʛ7JTVBM"OBMZUJDT 7" l େ͖ࣗ͘ಈԽܕͱਓؒࢧԉܕʹ͔ΕΔ ▸ औΓΉҙࢥܾఆͷλΠϓʹԠ͍͚͕ͯ͡ඞཁ త ํ๏
ࣄྫ ͷಛ ར ࣗಈԽܕ ҙࢥܾఆͷ ࣗಈԽ ܭࢉػ্ʹ அҙࢥܾఆͷ ػߏΛ࣮ ۚ༥ʹ͓͚Δ ༥ࢿͷՄ൱ͷఆ <1BTRVBMF> 8FCαʔϏεʹ͓͚Δ Ϩίϝϯυ<5BN> ࣌ؒʹେྔͷ ҙࢥܾఆΛߦ͏ ޮԽ ଐਓੑͷഉআ ਓؒ ࢧԉܕ ਓؒࣗͷ ҙࢥܾఆͷ ࢧԉ σʔλΛੳ͠ ਓؒʹใఏࣔ ਓࣄධՁ<;IBP> ύϯσϛοΫରࡦͷ ઓཱུҊ<(VP> ϑΝογϣϯͷ ։ൃ<$IFO> ঢ়گ͕ෳࡶͰ ͷ໌֬ͳఆ͕ٛࠔ ධՁج४͕ෳ͋Δɾ ͍͋·͍ɾఆੑతɾओ؍త Ұͷܾఆͷॏཁ͕ߴ͍ ʹॏ͍͕ൃੜ ਓؒࣗͷ ܦݧࣝΛߟྀՄ ਓ͕ؒ࠷ऴܾఆΛ ԼͤΔ
ຊݚڀͷযɿਓؒࢧԉܕ എܠʛ7JTVBM"OBMZUJDT 7" l େ͖ࣗ͘ಈԽܕͱਓؒࢧԉܕʹ͔ΕΔ ▸ औΓΉҙࢥܾఆͷλΠϓʹԠ͍͚͕ͯ͡ඞཁ త ํ๏
ࣄྫ ͷಛ ར ࣗಈԽܕ ҙࢥܾఆͷ ࣗಈԽ ܭࢉػ্ʹ அҙࢥܾఆͷ ػߏΛ࣮ ۚ༥ʹ͓͚Δ ༥ࢿͷՄ൱ͷఆ <1BTRVBMF> 8FCαʔϏεʹ͓͚Δ Ϩίϝϯυ<5BN> ࣌ؒʹେྔͷ ҙࢥܾఆΛߦ͏ ޮԽ ଐਓੑͷഉআ ਓؒ ࢧԉܕ ਓؒࣗͷ ҙࢥܾఆͷ ࢧԉ σʔλΛੳ͠ ਓؒʹใఏࣔ ਓࣄධՁ<;IBP> ύϯσϛοΫରࡦͷ ઓཱུҊ<(VP> ϑΝογϣϯͷ ։ൃ<$IFO> ঢ়گ͕ෳࡶͰ ͷ໌֬ͳఆ͕ٛࠔ ධՁج४͕ෳ͋Δɾ ͍͋·͍ɾఆੑతɾओ؍త Ұͷܾఆͷॏཁ͕ߴ͍ ʹॏ͍͕ൃੜ ਓؒࣗͷ ܦݧࣝΛߟྀՄ ਓ͕ؒ࠷ऴܾఆΛ ԼͤΔ
7"ਓؒࢧԉܕΞϓϩʔνͷͭͰ͋Δ എܠʛ7JTVBM"OBMZUJDT 7" l 7JTVBM"OBMZUJDT 7" ɿਓؒओಋͷσʔλੳɾԾઆݕূͷΈ ▸ ࢹ֮తΠϯλϑΣʔεΛհͨ͠
ਓؒͱσʔλੳγεςϜͷ૬ޓ࡞༻Λ܁Γฦ͢ ਓؒ ҙࢥܾఆ ݁Ռ σʔλۦಈͳҙࢥܾఆΛߦ͏Έ σʔλ σʔλੳγεςϜ ࢹ֮త ΠϯλϑΣʔε σʔλੳ ػߏ ʢϞσϧʣ ՄࢹԽ ɾσʔλ୳ࡧ ɾԾઆݕূ ɾࣝൃݟ ؔ৺ର 50*
7"ͷ࣮ྫͱݟͳͤΔσʔλੳγεςϜଟ͋͘Δ എܠʛ7JTVBM"OBMZUJDT 7" <UBCMFBV>IUUQTXXXUBCMFBVDPNKBKQ </BSFDIBOJB>7*5"-*5:1SPNPUJOH4FSFOEJQJUPVT%JTDPWFSZPG"DBEFNJD-JUFSBUVSFXJUI5SBOTGPSNFST7JTVBM"OBMZUJDT <8BDIPXJBL>7JTVBMBOBMZUJDTBOESFNPUFTFOTJOHJNBHFSZUPTVQQPSUDPNNVOJUZCBTFESFTFBSDIGPSQSFDJTJPOBHSJDVMUVSFJOFNFSHJOHBSFBT #VTJOFTT*OUFMMJHFODFπʔϧ<UBCMFBV> จݙ୳ࡧγεςϜ</BSFDIBOJB> ཧใγεςϜ<8BDIPXJBL>
ΠϯτϩμΫγϣϯͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ▸ എܠʛ7JTVBM"OBMZUJDT 7" ▸ എܠʛू߹σʔλ
▸ తʛू߹σʔλͷ7" ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ఏҊख๏ʢߩݙᶄʣ σϞϯετϨʔγϣϯʢߩݙᶅʣ ͓ΘΓʹ
ू߹σʔλͱಛྔͷू߹ͷ͜ͱ എܠʛू߹σʔλ l ຊจʹ͓͚Δू߹σʔλͷఆٛɿಛྔ 𝑥 ͷू߹ 𝑋 = 𝑥!
ू߹σʔλ𝑋 = {𝑥! } ۩ମྫɿνʔϜΛදݱ͢Δσʔλ Ѳྗ ྗ ྗ ධ Ձ ߲ ಛྔ𝑥
ू߹σʔλͷσʔληοτશମಛྔू߹ͷू߹ʹͳΔ എܠʛू߹σʔλ σʔληοτશମɿಛྔू߹ͷू߹ {𝑋"} νʔϜ"ͷू߹σʔλ 𝑋" = {𝑥! "}
Ѳྗ ྗ ྗ ධ Ձ ߲ νʔϜ#ͷू߹σʔλ 𝑋# = {𝑥! #} νʔϜ$ͷू߹σʔλ 𝑋$ = {𝑥! $}
ू߹σʔλͷ۩ମྫ എܠʛू߹σʔλ νʔϜ ϝϯόʔ ΞΠςϜ ίʔσΟωʔτ νʔϜͷσʔλ ͦͷଞͷྫɿ܈<4V>ɼจॻ<,VTOFS>ɼϚϧνλεΫֶशͷσʔληοτ<&EXBSET>ͳͲ ίʔσΟωʔτҰࣜ<-J>
<4V>.VMUJ7JFX$POWPMVUJPOBM/FVSBM/FUXPSLTGPS%4IBQF3FDPHOJUJPO <,VTOFS>'SPN8PSE&NCFEEJOHT5P%PDVNFOU%JTUBODFT <-J>.JOJOH'BTIJPO0VUpU$PNQPTJUJPO6TJOH"O&OEUP&OE%FFQ-FBSOJOH"QQSPBDIPO4FU%BUB<&EXBSET>5PXSET B/FVSBM4UBUJTUJDJBO
ू߹σʔλ͕࣋ͭੑ࣭ͱͦͷࠔ എܠʛू߹σʔλ l ཁૉ͕ҰఆͰͳ͍ l ཁૉ͕ަՄೳͰ͋Δʢॱং͕มΘͬͯಉ͡ू߹ͱݟͳ͢ʣ l ͲͷΑ͏ʹڑɾྨࣅΛଌΔ͔ඇࣗ໌ ▸
ڑɾྨࣅΛଌΔ͜ͱػցֶशͷࠜװ ▸ ػցֶशҰൠͷ՝ͱͯ͠ଟ͘ͷࢼΈ͕͋Δ<4[BCP ;BIFFS> l ͲͷΑ͏ʹՄࢹԽ͢Δ͔ඇࣗ໌ ▸ ಛʹಛྔ͕ߴ࣍ͷ߹ɺ ू߹σʔλͦͷͷΛݟͯࣝൃݟ͢Δ͜ͱ༰қͰͳ͍ ू߹σʔλͷੑ࣭<-FF> <-FF>4FU5SBOTGPSNFS"'SBNFXPSLGPS"UUFOUJPOCBTFE1FSNVUBUJPO*OWBSJBOU/FVSBM/FUXPSLT <4[BCP>-FBSOJOH5IFPSZGPS%JTUSJCVUJPO3FHSFTTJPO <;BIFFS>%FFQ4FUT
ຊݚڀू߹σʔλΛѻ͏7"ͷ࣮ݱΛࢦ͢ తʛू߹σʔλͷ7JTVBM"OBMZUJDT ਓؒ ҙࢥܾఆ ݁Ռ σʔλۦಈͳҙࢥܾఆΛߦ͏Έ ಛྔू߹ͷू߹ ʢू߹σʔλʣ σʔλੳγεςϜʢ7"γεςϜʣ
ࢹ֮త ΠϯλϑΣʔε σʔλੳ ػߏ ʢϞσϧʣ ՄࢹԽ ɾσʔλ୳ࡧ ɾԾઆݕূ ɾࣝൃݟ ؔ৺ର ू߹σʔλ7"ͷΈ
ಈػʛू߹σʔλ7"ͷνʔϜฤࢧԉͷ׆༻ తʛू߹σʔλͷ7JTVBM"OBMZUJDT l ू߹σʔλ7"ͷయܕతͳ׆༻ઌɿνʔϜฤʢϝϯόʔબʣ ▸ બՄೳϝϯόʔू߹͔ΒՌ͕࠷େͱͳΔ෦ू߹ΛબͿ ▸ ͋ΒΏΔʹ͓͍ͯඞਢͷ՝<ࢁ ,P[MPXTLJ
-FNJFVY$IBSMFT> l ͳͥνʔϜฤࢧԉʹू߹σʔλ7"ͳͷ͔ʁ ▸ 7"ͷΑ͏ͳਓؒओಋͳΞϓϩʔν͕ద͍ͯ͠Δ ⁃ ఆࣜԽͰ͖ͳ͍΄Ͳͷෳࡶ͞ ⁃ ࣌ʹ৫ͷ໋ӡΛࠨӈ͢Δ΄Ͳॏཁ ▸ ू߹σʔλΛѻ͏ඞཁ͕͋Δ <ࢁ>νʔϜɾύϑΥʔϚϯεͷੜʹ͔͔ΘΔલఏཁ݅ͷݕ౼ <,P[MPXTLJ>8PSLHSPVQTBOEUFBNTJOPSHBOJ[BUJPOT3FWJFXVQEBUF <-FNJFVY$IBSMFT>8IBU%P8F,OPXBCPVU)FBMUI$BSF5FBN&⒎FDUJWFOFTT "3TFWJFX PGUIF-JUFSBUVSF
ຊݚڀͷߩݙɿू߹σʔλ7"Λᶃఆٛ ᶄ࣮ݱ ᶅσϞ ͨ͜͠ͱ తʛू߹σʔλͷ7JTVBM"OBMZUJDT ਓؒ ҙࢥܾఆ ݁Ռ σʔλۦಈͳҙࢥܾఆΛߦ͏Έ
ಛྔू߹ͷू߹ ʢू߹σʔλʣ σʔλੳγεςϜʢ7"γεςϜʣ ࢹ֮త ΠϯλϑΣʔε σʔλੳ ػߏ ʢϞσϧʣ ՄࢹԽ ɾσʔλ୳ࡧ ɾԾઆݕূ ɾࣝൃݟ ؔ৺ର ू߹σʔλ7"ͷΈ ߩݙᶅ ࣮σʔλʹΑΔ σϞϯετϨʔγϣϯ ߩݙᶄ ੜతϞσϦϯάʹΑΔ γεςϜͷߏஙํ๏ͷఏҊ ߩݙᶃ ·͍͠ػೳΛཧ্ͨ͠Ͱͷ Ұൠతͳू߹σʔλ7"ͷཁ݅ͷఆٛ
ߩݙᶃɿू߹σʔλ7"ͷཁ݅ͷఆٛ
ҎԼͷΛू߹σʔλ7"ͷཁ݅ͱͯ͠ఆٛ͢Δ ຊݚڀͷߩݙᶃ ू߹σʔλΛѻ͑Δ υϝΠϯՄࢹԽͱυϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ༰қʹߦ͑Δ
ຊύʔτͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ▸ ٞͷى ʛ7"ʹΑΔνʔϜฤࢧԉ
⁃ νʔϜฤͷঢ়گͷཧ ⁃ νʔϜฤࢧԉ7"γεςϜʹ·͍͠ػೳͷཧ ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ▸ ఏҊख๏ͷ՝ʛཁ݅Λຬͨ͢͜ͱͷࠔͱઓ ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
ຊύʔτͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ▸ ٞͷى ʛ7"ʹΑΔνʔϜฤࢧԉ
⁃ νʔϜฤͷঢ়گͷཧ ⁃ νʔϜฤࢧԉ7"γεςϜʹ·͍͠ػೳͷཧ ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ▸ ఏҊख๏ͷ՝ʛཁ݅Λຬͨ͢͜ͱͷࠔͱઓ ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
νʔϜ͕ஔ͔Ε͍ͯΔঢ়گɿνʔϜฤͱ࣮ફͷεςοϓ લఏʛνʔϜฤͷঢ়گ ฤऀ ʢҙࢥܾఆऀʣ ฤ͞ΕͨνʔϜ ʢҙࢥܾఆͷ݁Ռʣ બՄೳͳϝϯόʔͷू߹ ՝ औΓΉ
ಘΒΕΔ ྫɿόεέͷࢼ߹ Ռ ྫɿࢼ߹ͷείΞ ᶃ νʔϜฤϑΣʔζ ᶄ ࣮ફϑΣʔζ ྫɿΫϥϒʹॴଐ͢Δ όεέબखͷू߹ ྫɿΫϥϒͷಜ ྫɿࢼ߹ʹग़͢Δ ϥΠϯφοϓ ϝϯόʔબ ʢҙࢥܾఆʣ
νʔϜฤͷஈ֊ͰຊʹಘΒΕΔՌ͔Βͳ͍ લఏʛνʔϜฤͷঢ়گ ฤऀ ʢҙࢥܾఆऀʣ ฤ͞ΕͨνʔϜ ʢҙࢥܾఆͷ݁Ռʣ બՄೳͳϝϯόʔͷू߹ ՝ औΓΉ
ಘΒΕΔ ྫɿόεέͷࢼ߹ ྫɿࢼ߹ͷείΞ ᶃ νʔϜฤ ϝϯόʔબ ʢҙࢥܾఆʣ ᶄ ࣮ફϑΣʔζʢ࣮ફલʣ ྫɿΫϥϒͷಜ Ռ ྫɿࢼ߹ʹग़͢Δ ϥΠϯφοϓ ྫɿΫϥϒʹॴଐ͢Δ όεέબखͷू߹
ฤऀಘΒΕΔՌΛݟӽͯ͠ϝϯόʔΛબ͠ͳ͚ΕͳΒͳ͍ લఏʛνʔϜฤͷঢ়گ ฤऀ ʢҙࢥܾఆऀʣ ฤ͞ΕͨνʔϜ ʢҙࢥܾఆͷ݁Ռʣ બՄೳͳϝϯόʔͷू߹ ՝ औΓΉ
ಘΒΕΔ ྫɿόεέͷࢼ߹ ᶃ νʔϜฤ ϝϯόʔબ ʢҙࢥܾఆʣ ᶄ ࣮ફϑΣʔζʢ࣮ફલʣ ྫɿΫϥϒͷಜ ྫɿࢼ߹ʹग़͢Δ ϥΠϯφοϓ ಘΒΕΔͰ͋Ζ͏ՌΛݟӽ͢ Ռ ྫɿࢼ߹ͷείΞ ྫɿΫϥϒʹॴଐ͢Δ όεέબखͷू߹
νʔϜฤෳͷݕ౼ࣄ߲͕ଘࡏ͢ΔࠔͳͰ͋Δ લఏʛνʔϜฤͷঢ়گ ᶄ ϝϯόʔͷ߹ͤ ධ Ձ ߲ 1γϡʔτ
1γϡʔτ Ϧόϯυ ộ ộ ộ ộ ộ ộ ộ ộ ϒϩοΫ εςΟʔϧ ᶃ ݸʑͷϝϯόʔͷೳྗ γφδʔޮՌ<)JOET>ΛੜΈग़͢߹ͤ Λݟ͚͍ͭͨɻ͕ͩ߹ͤͷେɻ ᶅ ֎తͳཁҼ νʔϜͱ֎తཁҼʢྫɿఢνʔϜʣͱͷ ૬ੑΛߟྀ͢Δඞཁ͕͋Δ WT ࣗνʔϜ ఢνʔϜ ᶆ ੍݅ બʹ੍ʢྫɿಛఆͷϝϯόʔΛى༻Ͱ ͖Δ࣌ؒɾճͷ੍ݶʣ͕͋Δ͜ͱଟ͍ 💦 💰 💰 💰 ϝϯόʔͷർ࿑ ى༻ͷίετ
ຊݚڀͷಈػɿఏҊख๏ʹΑΓνʔϜฤࢧԉ7"γεςϜΛߏங͢Δ લఏʛνʔϜฤͷঢ়گ ՝ औΓΉ ಘΒΕΔ ᶃ νʔϜฤ ᶄ ࣮ફϑΣʔζʢ࣮ફલʣ
ᶄ ಘΒΕΔͰ͋Ζ͏ՌΛݟӽ͢ Ռ ྫɿࢼ߹ͷείΞ σʔλϕʔε 7"γεςϜ ฤऀ ʢҙࢥܾఆऀʣ ฤ͞ΕͨνʔϜ ʢҙࢥܾఆͷ݁Ռʣ બՄೳͳϝϯόʔͷू߹ ᶅ ϝϯόʔ બ͢Δ ᶃ ૬ޓ࡞༻ ͢Δ
લఏɿνʔϜฤʹ͍ͭͯऩू͞ΕΔσʔλ લఏʛνʔϜฤͷঢ়گ ධ Ձ ߲ 1γϡʔτ
ộ ộ ộ ộ ộ ộ ϒϩοΫ ू߹σʔλ 𝑋 = 𝑥 ʢྫɿࣗνʔϜͷϥΠϯφοϓʣ ֎తཁҼͷσʔλʢ˞ʣ ʢྫɿఢνʔϜͷϥΠϯφοϓʣ ՌΛද͢ଟมྔσʔλ 𝑦 ʢྫɿࢼ߹ͰࣗνʔϜ͕ಘͨείΞʣ 1 ޭ 1 ޭ ϒϩοΫ ޭ ʜ ૯ಘ ಘࣦ ࠩ ʜ ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ϒϩοΫ WT ࢼ߹ ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ϒϩοΫ 1 ޭ 1 ޭ ϒϩοΫ ޭ ʜ ૯ಘ ಘࣦ ࠩ ʜ ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ϒϩοΫ WT ࢼ߹ աڈͷࢼ߹ͷ͚ͩ͜ͷ͕ͭಘΒΕΔ ʢ˞ʣ֎తཁҼͷσʔλҰൠʹू߹σʔλʹݶΒͳ͍
ຊύʔτͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ▸ ٞͷى ʛ7"ʹΑΔνʔϜฤࢧԉ
⁃ νʔϜฤͷঢ়گͷཧ ⁃ νʔϜฤࢧԉ7"γεςϜʹ·͍͠ػೳͷཧ ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ▸ ఏҊख๏ͷ՝ʛཁ݅Λຬͨ͢͜ͱͷࠔͱઓ ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
νʔϜ ϝϯόʔ νʔϜ" νʔϜ# νʔϜ$ લఏɿੳରʮνʔϜʯͱʮϝϯόʔʯ֊ߏΛ࣋ͭ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ
νʔϜ ϝϯόʔ νʔϜ" νʔϜ# νʔϜ$ લఏɿᶃશମ૾ ᶄಛఆͷݸମ ͱ͍͏ੳൣғΛ͍͚Δ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ
ᶄ ಛఆͷ νʔϜΛ ݟΔ ᶃ νʔϜ܈ͷશମ૾Λ၆ᛌ͢Δ 👀 ᶄ ಛఆͷϝϯόʔΛݟΔ ᶃ ϝϯόʔ܈ͷશମ૾Λ၆ᛌ͢Δ
ՄࢹԽػೳҎԼͷछྨʹྨͰ͖Δ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ՄࢹԽػೳ͕ೖΔ ՄࢹԽػೳ͕ೖΔ ϝϯόʔ ՄࢹԽػೳ͕ೖΔ ՄࢹԽػೳ͕ೖΔ
֤Ϛεʹ̎ͭͣͭɺܭͭͷػೳΛఆٛ͢Δ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
·ͣʮϝϯόʔʯͷʮશମ૾ʯͷՄࢹԽͰ·͍͠ػೳΛհ͠·͢ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
ʮϝϯόʔʯͷʮશମ૾ʯͷՄࢹԽᶃɿྨࣅؔͷՄࢹԽ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ϝϯόʔͷྨࣅؔΛөͨ͠ʮਤʯΛ࡞͢Δ ػೳͷ࣮ݱ બՄೳͳબखͷ ಛྔΛ·ͱΊͨςʔϒϧ ධ Ձ ߲
1γϡʔτ 1γϡʔτ Ϧόϯυ ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ ϒϩοΫ εςΟʔϧ 💦 ػೳ࣮ݱલͷ՝ ػೳ࣮ݱ͢Δͱʜʁ ϝϯόʔಛྔ͚ͩΛݟͯ ྨࣅؔͱ͍ͬͨશମ૾ΛѲ͢Δ͜ͱࠔ ਤ ϝϯόʔͨͪͷྨࣅؔΛେ௫ΈͰ ѲͰ͖Δ ͍ۙϝϯόʔಉ࢜ ಛ͕͍ۙ
ʮϝϯόʔʯͷʮશମ૾ʯͷՄࢹԽᶄɿಛྔͷՄࢹԽ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ࣮ݱ બՄೳͳબखͷ ಛྔΛ·ͱΊͨςʔϒϧ ධ Ձ ߲
1γϡʔτ 1γϡʔτ Ϧόϯυ ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ ộ ϒϩοΫ εςΟʔϧ 💦 ػೳ࣮ݱલͷ՝ ػೳ࣮ݱ͢Δͱʜʁ ϝϯόʔಛྔ͚ͩΛݟͯ ྨࣅؔͱ͍ͬͨશମ૾ΛѲ͢Δ͜ͱࠔ ߲ͨ͠ʹ͓͚Δ ֤ϝϯόʔͷΛѲͰ͖Δ ྫɿ1γϡʔτͷ େ খ ಛఆͷಛྔͷ߲ʹΑͬͯਤΛ৭͚͢Δ
࣍ʹհ͢Δػೳ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
ͭ͜ ͕1͕ ۤखͳͷ͔ͬ ͕ͨɺԿ͔ॴ ͳ͍ͷͩΖ͏͔ʜ ʮϝϯόʔʯͷʮಛఆͷݸମʯͷՄࢹԽᶃɿಛྔͷՄࢹԽ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ ࣮ݱ
ϝϯόʔͷਤΛݟ͍ͯͯࢥ͏͜ͱ ػೳ࣮ݱ͢Δͱʜʁ ͨ͠ϝϯόʔͷڧΈɾऑΈΛѲͰ͖Δ ྫɿ1γϡʔτͷ খ େ ಛఆͷϝϯόʔʹ͍ͭͯΑΓৄ͘͠ Γ͍ͨ click! 1 1 ϒϩοΫ εςΟʔϧ Ϧόϯυ Ξγετ શମ૾ΛՄࢹԽ͢Δ ϝϯόʔͷਤ ਤ্Ͱಜ͕ࢦఆͨ͠ϝϯόʔͷಛྔΛදࣔ͢ΔʢରతͳՄࢹԽʣ
ʮϝϯόʔʯͷʮಛఆͷݸମʯͷՄࢹԽᶄɿ৽نϝϯόʔͷΞαΠϯ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ ࣮ݱ ৽نϝϯόʔʹ͍ͭͯࢥ͏͜ͱ ػೳ࣮ݱ͢Δͱʜʁ طଘϝϯόʔͱײతʹൺֱͰ͖ΔͨΊ ϝϯόʔͷಛΛѲ͍͢͠ ྫɿ1γϡʔτͷ
খ େ Ͳ͏͍͏λΠϓͷϝϯόʔͳͷ͔ Γ͍ͨ ৽نϝϯόʔ͕ਤ্ͰͲ͜ʹஔ͞ΕΔ͔Λදࣔ͢Δ ͭ͜Ͳ͏͍͏ λΠϓͷબखͳΜ ͩΖ͏͔ʜʁ ͡Ί·ͯ͠ʂ ৽نϝϯόʔ new! ͳΔ΄Ͳ ͱಉ͡λΠϓͳͷ ͔ʂ ˞ͨͩ͠ಛྔطͱ͢Δ
࣍ʹհ͢Δػೳ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
ʮνʔϜʯͷʮશମ૾ʯͷՄࢹԽᶃɿྨࣅؔͷՄࢹԽ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ ࣮ݱ ػೳ࣮ݱ͢Δͱʜʁ νʔϜਤ શͯͷνʔϜͷྨࣅؔΛ େ௫ΈʹѲͰ͖Δ ͍ۙνʔϜಉ࢜
͍ۙੑ࣭Λ࣋ͭ νʔϜ" ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ϒϩοΫ ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ộ ϒϩοΫ 💦 νʔϜ; ػೳ࣮ݱલͷ՝ શͯͷνʔϜͷϥΠϯφοϓΛݟͯ ྨࣅؔΛஅ͢Δ͜ͱ༰қͰͳ͍ " # $ % & ; 9 : 5 6 ' ( 4 ͕νʔϜ Λද͢ νʔϜͷྨࣅؔΛөͨ͠ʮਤʯΛ࡞͢Δ
ʮνʔϜʯͷʮશମ૾ʯͷՄࢹԽᶄɿՌͷͷՄࢹԽ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ࣮ݱ ػೳ࣮ݱ͢Δͱʜʁ ߲ͨ͠ʹ͓͚Δ ֤νʔϜͷՌͷΛѲͰ͖Δ ྫɿ1૯ಘͷฏۉ େ খ
νʔϜ" ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ϒϩοΫ ධ Ձ ߲ 1γϡʔτ ộ ộ ộ ộ ộ ộ ộ ϒϩοΫ 💦 νʔϜ; ػೳ࣮ݱલͷ՝ શͯͷνʔϜͷϥΠϯφοϓΛݟͯ ྨࣅؔΛஅ͢Δ͜ͱ༰қͰͳ͍ " # $ % & ; 9 : 5 6 ' ( 4 ͕νʔϜ Λද͢ ಛఆͷՌͷ߲ʹΑͬͯਤΛ৭͚͢Δ
࣍ʹհ͢Δػೳ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
ʮνʔϜʯͷʮಛఆͷݸମʯͷՄࢹԽᶃɿϝϯόʔߏɾՌ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ ࣮ݱ νʔϜਤΛݟ্ͨͰͷཁ ػೳ࣮ݱ͢Δͱʜʁ ͨ͠νʔϜΛͭͷ؍͔ΒѲͰ͖Δ ಛఆͷνʔϜʹ͍ͭͯ ΑΓৄ͘͠Γ͍ͨ
click! " # $ % & ; 9 : 5 6 ' ( 4 νʔϜਤ ߏ͍ͯ͠Δ ϝϯόʔ 1 1 ಘࣦࠩ Ξγετ ϒϩοΫ ૯ಘ ಘΒΕΔ Ռ " # $ % & ; 9 : 5 6 ' ( 4 νʔϜਤ ਤ্Ͱಜ͕ࢦఆͨ͠νʔϜͷʮϝϯόʔߏʯͱʮՌʯΛදࣔ͢ΔʢରతͳՄࢹԽʣ
νʔϜͷϝϯόʔߏɾՌͷՄࢹԽʹٻΊΒΕΔ͜ͱ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ਤ্Ͱಜ͕ࢦఆͨ͠νʔϜͷʮϝϯόʔߏʯͱʮՌʯͷදࣔʹ͓͍ͯʜ click! ߏ͍ͯ͠Δ ϝϯόʔ 1 1 ಘࣦࠩ
Ξγετ ϒϩοΫ ૯ಘ ಘΒΕΔ Ռ " # $ % & ; 9 : 5 6 ' ( 4 νʔϜਤ ϝϯόʔߏ͕ ҰͰ͔Δ ՄࢹԽ๏ͷ࣮ݱ ֎తཁҼʢఢνʔϜʣ Λߟ্ྀͨ͠Ͱ ՌΛ༧ଌ͢Δ
νʔϜͷϝϯόʔߏɾՌͷՄࢹԽํ๏ඇࣗ໌ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ਤ্Ͱಜ͕ࢦఆͨ͠νʔϜͷʮϝϯόʔߏʯͱʮՌʯͷදࣔʹ͓͍ͯʜ click! ߏ͍ͯ͠Δ ϝϯόʔ 1 1 ಘࣦࠩ
Ξγετ ϒϩοΫ ૯ಘ ಘΒΕΔ Ռ " # $ % & ; 9 : 5 6 ' ( 4 νʔϜਤ ϝϯόʔߏ͕ ҰͰ͔Δ ՄࢹԽ๏ͷ࣮ݱ ֎తཁҼʢఢνʔϜʣ Λߟ্ྀͨ͠Ͱ ՌΛ༧ଌ͢Δ Γํ ඇࣗ໌
࣍ʹհ͢Δػೳ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
ʮνʔϜʯͷʮಛఆͷݸମʯͷՄࢹԽᶄɿ৽نνʔϜͷΞαΠϯ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ ࣮ݱ ৽نνʔϜΛΜͩ࣌ʹࢥ͏͜ͱ ػೳ࣮ݱ͢Δͱʜʁ աڈͷνʔϜͱײతʹൺֱͰ͖ΔͨΊ νʔϜͷಛΛѲ͍͢͠ Ͳ͏͍͏λΠϓͷνʔϜʹͳΔͷ͔
Γ͍ͨ ৽نνʔϜ͕νʔϜਤ্ͰͲ͜ʹஔ͞ΕΔ͔Λදࣔ͢Δ ৽نνʔϜ ˞ͨͩ͠ݸʑͷϝϯόʔͷಛྔطͱ͢Δ " $ & ; : 5 6 ( 4 # % 9 ' / new! ৽نνʔϜ Λද͢
ʮνʔϜʯͷʮಛఆͷݸମʯͷՄࢹԽᶃ ᶄɿ৽نνʔϜͷՌ༧ଌ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ػೳͷ ద༻ ৽نϥΠϯφοϓΛΜͩ࣌ʹࢥ͏͜ͱ ՄࢹԽػೳᶃ ᶄΛΈ߹ΘͤΔͱ ͲΕ͚ͩͷՌΛ্͛ΒΕΔ͔
Γ͍ͨ ՄࢹԽᶃͱᶄΛΈ߹ΘͤΔ͜ͱͰ৽نνʔϜͷՌͷ༧ଌ͕Մೳ ৽نνʔϜ ͋ΕɺࢥͬͨΑΓ Ռ͕ग़ͳ͍ͳʜ ߟ͑ͯ͠ΈΔ͔ ˞ͨͩ͠ݸʑͷϝϯόʔͷಛྔطͱ͢Δ " $ & ; : 5 6 ( 4 # % 9 ' / ৽نνʔϜ Λද͢ ՄࢹԽػೳᶄ ৽نνʔϜͷΞαΠϯ click! 1 1 ಘࣦࠩ Ξγετ ϒϩοΫ ૯ಘ ಘΒΕΔ Ռͷ༧ଌ ՄࢹԽػೳᶃ ৽نνʔϜͷΞαΠϯ ϥΠϯφοϓͷࢼߦࡨޡ͕Մೳʹ
·͍͠ػೳͷ·ͱΊ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ
ఆٛͨ͠ػೳଞͷέʔεʹҰൠԽͰ͖Δ ٞͷىʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ྫɿίʔσΟωʔτબ νʔϜ ϝϯόʔ ΞΠςϜ ίʔσΟωʔτ ಉ͡֊ߏ ՄࢹԽͷൣғ
શମ૾ ಛఆͷݸମ ੳ ର νʔϜ ᶃྨࣅؔͷՄࢹԽ ᶄՌͷͷՄࢹԽ ᶃϝϯόʔߏɾՌ ͷՄࢹԽ ᶄ৽نνʔϜͷ ΞαΠϯ ϝϯόʔ ᶃྨࣅੑͷՄࢹԽ ᶄಛྔͷՄࢹԽ ᶃಛྔͷՄࢹԽ ᶄ৽نϝϯόʔͷ ΞαΠϯ શମ૾ ಛఆͷݸମ ίʔσΟ ωʔτ ᶃྨࣅؔͷՄࢹԽ ᶄධՁͷͷՄࢹԽ ᶃΞΠςϜߏɾධՁ ͷՄࢹԽ ᶄ৽نίʔσΟωʔτ ͷΞαΠϯ ΞΠςϜ ᶃྨࣅੑͷՄࢹԽ ᶄಛྔͷՄࢹԽ ᶃಛྔͷՄࢹԽ ᶄ৽نΞΠςϜ ͷΞαΠϯ ·͍͠ػೳ ·͍͠ػೳ ྫɿνʔϜฤ
ຊύʔτͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ▸ લఏ ʛνʔϜฤͷঢ়گ
▸ ඪ ʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ▸ ఏҊख๏ͷ՝ʛཁ݅Λຬͨ͢͜ͱͷࠔͱઓ ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ͓ΘΓʹ
νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ಛྔͷՄࢹԽ ྨࣅؔͷՄࢹԽ ՌͷͷՄࢹԽ
৽نνʔϜͷΞαΠϯ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ ಋग़Λ ݕ౼ ʁ
ಛྔͷՄࢹԽ ྨࣅؔͷՄࢹԽ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ
ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ ՌͷͷՄࢹԽ ৽نνʔϜͷΞαΠϯ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ ू߹σʔλΛѻ͑Δ ࠷ݶͷ݅ νʔϜฤࢧԉʹ·͍͠ػೳ
ू߹σʔλΛѻ͑Δ νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ υϝΠϯՄࢹԽͱ υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ
ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ಛྔͷՄࢹԽ ྨࣅؔͷՄࢹԽ ՌͷͷՄࢹԽ ৽نνʔϜͷΞαΠϯ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ ҰൠԽ νʔϜฤࢧԉʹ·͍͠ػೳ υϝΠϯɿੳରͷूஂͷ͜ͱ ۩ମྫʜνʔϜɾϝϯόʔɾ֎తཁҼͳͲ
ू߹σʔλΛѻ͑Δ νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ υϝΠϯՄࢹԽͱ υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ
ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ ಛྔͷՄࢹԽ ྨࣅؔͷՄࢹԽ ՌͷͷՄࢹԽ ৽نνʔϜͷΞαΠϯ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ υϝΠϯؒͷ ؔͷՄࢹԽ ͱͯ͠ҰൠԽ νʔϜฤࢧԉʹ·͍͠ػೳ νʔϜͷ ݸମͷ ՄࢹԽ υϝΠϯɿੳରͷूஂͷ͜ͱ ۩ମྫʜνʔϜɾϝϯόʔɾ֎తཁҼͳͲ
ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ू߹σʔλΛѻ͑Δ υϝΠϯՄࢹԽͱ υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ
Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ ಛྔͷՄࢹԽ ྨࣅؔͷՄࢹԽ ՌͷͷՄࢹԽ ৽نνʔϜͷΞαΠϯ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ υϝΠϯɿੳରͷूஂͷ͜ͱ ۩ମྫʜνʔϜɾϝϯόʔɾ֎తཁҼͳͲ ू߹σʔλΛѻ͑Δ
ू߹σʔλΛѻ͑Δ ྨࣅؔͷՄࢹԽ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़
υϝΠϯՄࢹԽͱ υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ Ͱ͖Δ͜ͱͷ ҰൠԽ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ৽نνʔϜͷΞαΠϯ ಛྔͷՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ ՌͷͷՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ
ಛྔͷՄࢹԽ ू߹σʔλΛѻ͑Δ ྨࣅؔͷՄࢹԽ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ
ՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ͔Βू߹σʔλ7"ͷཁ݅Λݕ౼͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ υϝΠϯՄࢹԽͱ υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ ू߹σʔλ7"ͷཁ݅ ྨࣅؔͷՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ తͷͭΛ ҰൠԽ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ৽نνʔϜͷΞαΠϯ ՌͷͷՄࢹԽ νʔϜฤࢧԉʹ·͍͠ػೳ
நग़ͨͭ͠ͷཁ݅Λू߹σʔλͷཁ݅ͱͯ͠ఆٛ͢Δ ຊݚڀͷߩݙʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ू߹σʔλΛѻ͑Δ υϝΠϯՄࢹԽͱ υϝΠϯؒՄࢹԽΛ࣮ݱͰ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͰ ํͳ༧ଌ͕Ͱ͖Δ Ϣʔβ͕Έ߹Θͤ࠷దԽΛ ༰қʹߦ͑Δ
ྨࣅؔͷՄࢹԽ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ಛྔͷՄࢹԽ ྨࣅؔͷՄࢹԽ ՌͷͷՄࢹԽ ৽نνʔϜͷΞαΠϯ ৽نϝϯόʔͷΞαΠϯ ಛྔͷՄࢹԽ νʔϜͷ શମ૾ͷ ՄࢹԽ νʔϜͷ ݸମͷ ՄࢹԽ ϝϯόʔͷ શମ૾ͷ ՄࢹԽ ϝϯόʔͷ ݸମͷ ՄࢹԽ ू߹σʔλ7"ͷཁ݅ νʔϜฤࢧԉʹ·͍͠ػೳ νʔϜฤͷ ໘ʹ͓͚Δ ۩ମతͳ࣮ ҰൠԽ
ຊύʔτͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ▸ લఏ ʛνʔϜฤͷঢ়گ
▸ ඪ ʛνʔϜฤࢧԉ7"γεςϜͷ·͍͠ػೳͷఆٛ ▸ ຊݚڀͷߩݙ ʛू߹σʔλ7"͕ຬ͖ͨ͢Ұൠతͳཁ݅ͷಋग़ ▸ ఏҊख๏ͷ՝ʛཁ݅Λຬͨ͢͜ͱͷࠔͱઓ ू߹σʔλ7"γεςϜͷߏஙख๏ʢߩݙᶄʣ ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
ཁ݅Λຬͨͨ͢ΊͷνϟϨϯδ ఏҊख๏ͷ՝ʛཁ݅Λຬͨ͢͜ͱͷࠔͱઓ l ࠔɿू߹σʔλʹର͢ΔͭͷػցֶशλεΫΛಉ࣌ʹղ͘ ▸ ࣝผλεΫɿ༩͑ΒΕͨू߹σʔλ𝑋͔Βͦͷग़ྗ𝑦Λਪఆ͢Δ ▸ ੜλεΫɿಛఆͷ݅Λຬͨ͢ू߹σʔλ𝑋Λੜ͢Δ ▸
ՄࢹԽλεΫɿෳͷू߹σʔλ{𝑋}ΛՄࢹԽ͢Δ l νϟϨϯδɿू߹σʔλ͔ΒͭͷλεΫʹରԠͰ͖ΔʮදݱʯΛநग़͢Δ͜ͱ ▸ ͭͷλεΫτϨʔυΦϑͷؔʹ͋Δ ⁃ ՄࢹԽͷͨΊʹදݱΛ୯७Խ͢Δඞཁ͕͋Δ ⁃ ͋·Γʹ୯७Խ͗͢͠Δͱࣝผੜʹෆ߹ ▸ ू߹σʔλͷؒͷࠩҟΛ௵ͣ͞ɺ͔ͭՄࢹԽʹదͨ͠දݱͱʁ
ຊύʔτͷ·ͱΊ ߩݙᶃɿू߹σʔλ7"ͷཁ݅ͷఆٛ l ू߹σʔλ7"ͷཁ݅Λٞ͢ΔͨΊͷىͱͯ͠7"ʹΑΔνʔϜฤࢧԉΛཧͨ͠ ▸ νʔϜฤͷঢ়گΛ֬ೝͨ͠ ▸ νʔϜฤࢧԉ͢Δʹ͋ͨͬͯ7"γεςϜʹٻΊΒΕΔ·͍͠ػೳΛఆٛͨ͠ l
·͍͠ػೳΛҰൠԽ͠ू߹σʔλ7"ͷཁ݅ͱͯ͠ఆٛͨ͠ l ཁ݅Λຬͨͨ͢Ίͷࠔͱઓʹ͍ͭͯཧͨ͠
ߩݙᶄɿू߹σʔλ7"γεςϜߏஙํ๏ͷఏҊ
͔͜͜ΒͷൃදͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ ▸
ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜੳγεςϜͷհ ▸ લఏ ʛੜతϞσϦϯάͱ7" ▸ ఏҊख๏ʛੜతϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7" ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
͔͜͜ΒͷൃදͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ ▸
ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜੳγεςϜͷհ ▸ લఏ ʛੜతϞσϦϯάͱ7" ▸ ఏҊख๏ʛੜతϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7" ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
ࣗνʔϜਤ ࣗϝϯόʔਤ ఢνʔϜਤ ఢϝϯόʔਤ ࣗνʔϜՌάϥϑ ࣗϝϯόʔಛάϥϑ
ࣗϝϯόʔਤ ηϯλʔ ύϫʔϑΥϫʔυ γϡʔςΟϯάΨʔυ ϙΠϯτΨʔυ εϞʔϧϑΥϫʔυ ϝϯόʔͷશମ૾ͷ ՄࢹԽ
ࣗϝϯόʔਤ τάϧͰಛྔͷ߲ΛબͿ ͜͜Ͱ1ʢ1ޭʣΛબ ϝϯόʔͷશମ૾ͷ ՄࢹԽ DMJDL
ࣗϝϯόʔਤ 1ʢ1ޭʣͷͰ৭͚͞ΕΔ ʢന͕ฏۉɺ͍΄Ͳେ͖͘੨͍΄Ͳখ͍͞ʣ ϝϯόʔͷશମ૾ͷ ՄࢹԽ
ϝϯόʔͷશମ૾ͷ ՄࢹԽ ࣗϝϯόʔਤ 1ʢ1ޭʣʹมߋ ʢന͕ฏۉɺ͍΄Ͳେ͖͘੨͍΄Ͳখ͍͞ʣ
ಛఆͷϝϯόʔͷ ՄࢹԽ ࣗϝϯόʔਤ ࣗϝϯόʔಛάϥϑ DMJDL
DMJDL ࣗϝϯόʔਤ ࣗϝϯόʔಛάϥϑ ಛఆͷϝϯόʔͷ ՄࢹԽ ಛྔ͕ՄࢹԽ͞ΕΔ
DMJDL ࣗϝϯόʔਤ ࣗϝϯόʔಛάϥϑ ಛఆͷϝϯόʔͷ ՄࢹԽ ҧ͏ϝϯόʔΛࢦఆ
DMJDL ࣗϝϯόʔਤ ࣗϝϯόʔಛάϥϑ ՄࢹԽಛྔมԽ ಛఆͷϝϯόʔͷ ՄࢹԽ
νʔϜͷશମ૾ͷ ՄࢹԽ ࣗνʔϜਤ ϚʔΧʔ Ϋϥϒͷҧ͍Λදݱ
νʔϜͷશମ૾ͷ ՄࢹԽ ࣗνʔϜਤ τάϧͰՌͷ߲ΛબͿ ͜͜Ͱ15%ʢಘࣦࠩʣΛબ DMJDL
ࣗνʔϜਤ 15%ʢಘࣦࠩʣͷฏۉͰ৭͚͞ΕΔ ʢന͕ฏۉɺ͍΄ͲউͭݟࠐΈ͕େ͖͍ɺ ੨͍΄Ͳখ͍͞ʣ νʔϜͷશମ૾ͷ ՄࢹԽ
ࣗνʔϜਤ ରઓ͢ΔఢνʔϜ͕طͷ߹ ఢνʔϜਤ্Ͱࢦఆ͢Δ νʔϜͷશମ૾ͷ ՄࢹԽ ఢνʔϜਤ DMJDL
ࣗνʔϜਤ ࢦఆ͞ΕͨఢνʔϜͱରઓͨ࣌͠ͷ ࣗνʔϜ͕औΔͱ༧ଌ͞ΕΔಘࣦࠩͷදࣔ ʢന͍ͱҾ͖͚ɾ͍΄ͲউͭݟࠐΈ͕ߴ͍ ੨͍΄ͲউͭݟࠐΈ͕͍ʣ νʔϜͷશମ૾ͷ ՄࢹԽ ఢνʔϜਤ ରઓ͢ΔఢνʔϜ͕طͷ߹
ఢνʔϜਤ্Ͱࢦఆ͢Δ DMJDL
ࣗνʔϜਤ DMJDL ࣗϝϯόʔਤ ಛఆͷνʔϜͷ ՄࢹԽ ఢνʔϜਤ
ࣗνʔϜਤ ࣗϝϯόʔਤ DMJDL ఢνʔϜਤ ಛఆͷνʔϜͷ ՄࢹԽ ࢦఆ͞ΕͨνʔϜͷϝϯόʔߏ͕ άϨʔεέʔϧͷີදࣔ͞ΕΔ ʢࠇ͍΄ͲͦͷྖҬͷϝϯόʔΛ࣌ؒى༻ʣ
ࣗνʔϜਤ ࣗϝϯόʔਤ DMJDL ఢνʔϜਤ ಛఆͷνʔϜͷ ՄࢹԽ
ࣗϝϯόʔਤ ఢνʔϜਤ ࣗνʔϜਤ DMJDL ಛఆͷνʔϜͷ ՄࢹԽ ࢦఆͨࣗ͠νʔϜͷ͋ΒΏΔఢνʔϜʹର͢Δ ಘࣦࠩͷ༧ଌ݁ՌΛදࣔ ʢന͍ͱҾ͖͚ɾ͍΄ͲউͭݟࠐΈ͕ߴ͍
੨͍΄ͲউͭݟࠐΈ͕͍ʣ
ࣗϝϯόʔਤ ఢνʔϜਤ ࣗνʔϜਤ DMJDL ࣗνʔϜͱఢνʔϜΛ྆ํࢦఆ͢Δ DMJDL ಛఆͷνʔϜͷ ՄࢹԽ ࣗνʔϜՌάϥϑ
ಛఆͷνʔϜͷ ՄࢹԽ ࣗνʔϜਤ ఢνʔϜਤ ৄ͍ࣗ͠νʔϜͷՌΛ֬ೝͰ͖Δ DMJDL DMJDL ࣗνʔϜՌάϥϑ
࣮ݱͨ͠ػೳͱΞϓϩʔνͷରԠ ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ ՄࢹԽͷൣғ શମ૾ ಛఆͷݸମ ੳ ର
νʔϜ ᶃ ྨࣅؔͷՄࢹԽ ᶄ ՌͷͷՄࢹԽ ᶃ ϝϯόʔߏͱ Ռ༧ଌ݁ՌͷՄࢹԽ ᶄ ৽نνʔϜͷΞαΠϯ ϝϯόʔ ᶃ ྨࣅੑͷՄࢹԽ ᶄ ಛྔͷՄࢹԽ ᶃ ಛྔͷՄࢹԽ ᶄ ৽نϝϯόʔͷΞαΠϯ ࣮ݱͨ͠ػೳ ࣮ݱ͢ΔΞϓϩʔν ू߹σʔλʹରԠ͢Δ ੜతϞσϦϯά ʢఏҊ͢ΔΈʣ ଟมྔσʔλʹର͢Δ ௨ৗͷੜతϞσϦϯά ʢطଘͷΈʣ ֦ ு
͔͜͜ΒͷൃදͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ ▸
ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜੳγεςϜͷհ ▸ લఏ ʛੜతϞσϦϯάͱ7" ▸ ఏҊख๏ʛੜతϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7" ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
͔͜͜ΒͷൃදͷྲྀΕ ൃදͷྲྀΕ ΠϯτϩμΫγϣϯ ू߹σʔλ7"ͷཁ݅ͷఆٛʢߩݙᶃʣ ू߹σʔλ7"γεςϜͷߏஙख๏ͷఏҊʢߩݙᶄʣ ▸
ϨϏϡʔʛఏҊख๏ʹΑΓߏஙͨ͠νʔϜੳγεςϜͷհ ▸ લఏ ʛੜతϞσϦϯάͱ7" ▸ ఏҊख๏ʛੜతϞσϦϯάʹΑΔू߹σʔλʹର͢Δ7" ࣮σʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ૯ׅ
࠷γϯϓϧͳੜతϞσϦϯάͷઃఆ લఏʛੜతϞσϦϯάͱ7" ؍ଌۭؒ ࣸ૾ f : Z ! X
l ༩͑ΒΕΔͷɿ؍ଌσʔλ l ਪఆ͢Δͷ <latexit sha1_base64="S+sJPfWDQiOdorcqGBQTQxy3eaY=">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</latexit> X = (xn)N n=1 , xn 2 X = RD ▸ જࡏม <latexit sha1_base64="RewYrBbSNSWr8hACGqqmS5rZ5+Q=">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</latexit> M = (µn )N n=1 , µn 2 L = RL ▸ Β͔ͳඇઢܗࣸ૾ <latexit sha1_base64="+Xj/9BsZxtIdu+Qk7Njk2kV7vjc=">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</latexit> s.t. 8n xn ' f (µn ) <latexit sha1_base64="ZXwJEVRH9Zmb4KRD83D8stymUFE=">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</latexit> f : L ! X <latexit sha1_base64="PwghLOFIBsHxt+JlXYX5SKUNieQ=">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</latexit> X જࡏۭؒ <latexit sha1_base64="+bfXTZVWhRC4bIP0yoxYUFWzO2E=">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</latexit> L <latexit sha1_base64="rUJpxuEM08hiADqBDIRJ7Wd4uUA=">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</latexit> µn જࡏม ଟ༷ମ ͱରରԠ <latexit sha1_base64="+bfXTZVWhRC4bIP0yoxYUFWzO2E=">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</latexit> L ؍ଌσʔλ <latexit sha1_base64="eCb9RgR5ZOnS5JJ17KKAXELTERE=">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</latexit> xn ϊΠζ
ੜϞσϧͷදهํ๏ લఏʛੜతϞσϦϯάͱ7" f : Z ! X <latexit sha1_base64="eCb9RgR5ZOnS5JJ17KKAXELTERE=">AAACb3ichVG7SgNBFD1Z3/EVtVAQJBgUbcKNKIqVaGOpxqhgJOyuk2TJvtidBDX4A36AFhY+QET8DBt/wCKfIFaiYGPhzWZBVNQ7zMyZM/fcOTOjuabhS6JaRGlqbmlta++IdnZ19/TG+vo3fKfs6SKjO6bjbWmqL0zDFhlpSFNsuZ5QLc0Um1ppqb6/WRGebzj2utx3xY6lFmwjb+iqZCqbtVRZ1PLVvcOcnYslKElBxH+CVAgSCGPFiV0ji1040FGGBQEbkrEJFT63baRAcJnbQZU5j5ER7AscIsraMmcJzlCZLfFY4NV2yNq8rtf0A7XOp5jcPVbGMUYPdEMvdE+39Ejvv9aqBjXqXvZ51hpa4eZ6j4bSb/+qLJ4lip+qPz1L5DEXeDXYuxsw9VvoDX3l4OQlPb82Vh2nS3pi/xdUozu+gV151a9WxdopovwBqe/P/RNsTCVTM0lanU4sLIZf0Y5hjGKC33sWC1jGCjJ8rotjnOE88qwMKiNKvJGqRELNAL6EMvkB1N+O/Q==</latexit>
xn <latexit sha1_base64="rUJpxuEM08hiADqBDIRJ7Wd4uUA=">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</latexit> µn f : Z ! X જࡏม ࣸ૾ ؍ଌσʔλ ੜϞσϧͷ ؆қදه άϨʔɿʮਪఆରʯͷҙ જࡏۭؒ ؍ଌۭؒ ରԠ͢Δ ֓೦ਤ Ұॏઢɿʮߴ࣍ݩʯͷҙ <latexit 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µ <latexit 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</latexit> x ೋॏઢɿʮ࣍ݩʯͷҙ നɿʮ؍ଌσʔλʯ
જࡏมͱσʔλͷํͳม͕Մೳ લఏʛੜతϞσϦϯάͱ7" જࡏม ੜ ؍ଌσʔλ ੜϞσϧͷ ؆қදه જࡏۭؒ ؍ଌۭؒ
ରԠ͢Δ ֓೦ਤ <latexit 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</latexit> 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µ <latexit 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x ਪ ੜ ਪ
DMJDL ࣗϝϯόʔਤ ࣗϝϯόʔಛάϥϑ ಛྔ͕ՄࢹԽ͞ΕΔ ಛఆͷϝϯόʔͷ ՄࢹԽ ੜతϞσϦϯάʹΑΔ7"ͷྫ
ੜతϞσϦϯάʹΑΔ7"ͷલఏͭ͋Δ લఏʛੜతϞσϦϯάͱ7" l σʔλ͕ʮݸʑʹՄࢹԽ͍͢͠ʯʮྨࣅ͕ఆٛͰ͖Δʯ͜ͱ͕લఏ જࡏม ؍ଌσʔλ <latexit 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</latexit> µ
<latexit 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x • ݸʑͷσʔλ ՄࢹԽͰ͖Δ • ྨࣅɾڑ͕ ఆٛͰ͖Δ 7"Ͱ͖Δ ੜϞσϧ
ੜతϞσϦϯάʹΑΔ7"ͷલఏͭ͋Δ લఏʛੜతϞσϦϯάͱ7" l σʔλ͕ʮݸʑʹՄࢹԽ͍͢͠ʯʮྨࣅ͕ఆٛͰ͖Δʯ͜ͱ͕લఏ 7"Ͱ͖ͳ͍ ੜϞσϧ જࡏม ؍ଌσʔλ <latexit
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</latexit> µ <latexit 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x ݸʑͷσʔλ͕ ՄࢹԽʹෆ͖ જࡏม ؍ଌσʔλ <latexit 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</latexit> µ ྨࣅ͕ ఆٛͰ͖ͳ͍ <latexit sha1_base64="bsvPj+9e9/Q905za2RRb/xw7iDY=">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x ֶशͰ͖ͳ͍ ੜϞσϧ
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sha1_base64="IT5jFgb1qMIpPD/I1brXYhjBeBA=">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p <latexit sha1_base64="WbMDcJAXhvwyAO+JoelbDDfqc1M=">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</latexit> y νʔϜͷՌ ੜ ੜ ੜ • શମ૾ΛՄࢹԽͰ͖Δ • ڑΛఆٛͰ͖Δ • ݸʑΛՄࢹԽͰ͖Δ • ڑΛఆٛͰ͖Δ • ݸʑͷՄࢹԽʹෆ͖ • ڑɾྨࣅ͕ඇࣗ໌ • ݸʑΛՄࢹԽͰ͖Δ • ڑΛఆٛͰ͖Δ <latexit sha1_base64="PQHifuCRQifO9vdIy8SPzQ6ROEo=">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</latexit> X <latexit sha1_base64="WbMDcJAXhvwyAO+JoelbDDfqc1M=">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</latexit> y
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sha1_base64="IT5jFgb1qMIpPD/I1brXYhjBeBA=">AACCTXic3Z3PbyRHFcc7AZIQfiSBA0ggZFgFNihZzSYSIKRIm117vbbHnvFv7653LXe7bc96fu309KzXjg+LhIiAIwiknEDigJDgGiFxQqDcOHHIn4D2GBCHRBH1Y6p/VfX7vrF6L6y1uzM9/f10VfWreu/VVLX9frsVDWu1D556+lOf/swzzz732ec/9/kvfPGFF1/60kbUiwdBuB702r3Blr8bhe1WN1wftobtcKs/CHc7fjvc9I+uyc83R+EgavW6a8OH/fBOZ/eg29pvBbtDcWi5v/PihdqlmvozZb+4PH5x4crX31t+/ONvvNfsvXTlXW/b2/N6XuDFXscLva43FK/b3q4XiZ/b3mWv5vXFsTveqTg2EK9a6vPQO/OeF9pYnBWKM3bF0SPx74F4d3t8tCveS2ak1IG4Slv8HQjllPdy7Z+139c+rL1f+0PtX7WPS1mniiHL8lD872tt2N954adfXf0vVHXE/0PvMFWRZR56+94PVFlboux9dUTWItD60cmvPlz94crLp9+u/bb2WJT/N7UPan8VNeiO/h38bjlceVfQ9c+2UIXeA1XnjipFV7TyqTouebIN9Lue+BurmoXi6Lb4OSP1gVJEomSa0BElmxrXsiX+Pc2doVkDVQs3T5ZE3mVZ67vi70Xvgnj3ylgrf15WP1Pj9pa8acHSNiLJi+OrN0SLyTrId/Iuf1fx5TkH4oqyRc8yR6ZU2fXR8zJ3vWMHUx+l74FkdTI131YWvS+usu29rVpAtkxLMA/Hx2iirMdIlUW24WtCfwYUa8nZ26osU+oIvl/6vp+Kf++qkn0TXmeQq6e06GNlJ/qTtOa3rXrfgbYYevfHd0Dam+5PsvRtZYfykzdhS+yp61Ok7aQfy5Y6HSvOmPyWIPbUkT5xBT1WROIa+o7sKl0o+mVPtNepGAUvidYJE4sLVR+LFcGUTlJayq7OkivR1NcU93XITe+JtPSBUD8YX4Wue1uNBQf/F21g6kK3RTJevfO3X38CxmLpj7J9oyf6sBxt2qo/Sy9ygdGT4wIlVp9MzhmKdz2lpEfkcf2ajZ0/rjwDariv2jtQd/22aOM7uaPydT/x6ruivFPjkro/eR3WIb0e94p3xTnoqncnvLK+9huVXHvbe9X5yRu2hzz+c/QTcD+WMq2SHdcCxT1Vn2fH5IvjMfnVsbfcEz/ys7fVMV2+tD+8AtpIjgMj1buy9vpq5nqGm/cDlwBXxni7BWrqT9vqswN1xPSEvHcdZM6grzSTsypf/Mx4Oxlq1pfl2wb5smlvwatn6NOKq4/ZPrJ4P7ZL7oi5Ki+6keWYVZGrtEfzKmNhaz+vfXSyCGxsqOxUx915z2+Opi1Gt0mkItPpZByX73aU/31Tqe+qzzBhziK0EsIcizBvEe4lhHkWYcEiHCWEBRahbhHaCaHOIixahE5CWGQRlixCNyEssQhrFmGYENaY9rDnsIjvTGwTNqWVoXDtwqbcy1C4tmFTjjIUrn3YlHaGwrURm9LJULh2YlO6GQrXVmzKMEPh2csQUIZMq2vlRrOs7e2o0czw9NjNH9/mSsktizw3EXm+lHzPIs9PRF4oJR9Z5IWJyPVSctsi1yciL5aSOxZ5cSLyUim5a5GXJiKvlZKHFnktR6bYfZW17CWe1byfzLca1ZyDwvevRjXvoPB9rFEtOCh8P2tUdQeF72uNatFB4ftbo1pyUPg+N73Te857zfea6d12kSbxnOkdd5Em8Z7pXXeRJvGg6Z13kSbxoundd5Em8aSpBbhIk3jT1Aryo0neFs7rxVLLKKef35Ol1lJOP783Sy2onH5+j5ZaVTn9/F4ttbRy+vk9W2p95XTk3XKzE+/UV75S+6j2Qe1Ptfdrj8Wrv9c+rP2l9ji+aL6JAV5rJF6b7xx0/uqLnPhUHaXrMlLf29hKn6EMnMqAodxzKvcYytCpDBnKfadyn6E8cCoPGMpDp/KQoWw5lS2G8p5TeY+hPHIqjxjKtlPZZig7TmWHoew6lV2GsudU9hjKvlPZZyjvO5X3GcqBUzlgKCOnMmIoh07lkKGMncqYoRw5lSOG8oFT+YChPHYqjxnKh07lQ4byxKk8SZTUN4yjnL/JE3j5zch7y3n9txglv+pUXmUorzmV1xjKaadymqGccSpnGMrrTuV1hnLWqZxlKG84lTcYyjmnco6hnHcq5xnKBadygaGsO5V1hnLRqVxkKJecyiWGsuFUNhjKplPZZCiXncplhnLFqVxhKFedylWGcs2pXGMo153KdYZyw6ncYCg3ncpNhnLLqdxiKG86lTcZyltO5S3GKO+rd2fj1/K79L1klVZPfZuJMwPf6yS5gZuBcwTJCEgGzhYkY49k4LxBMkKSgTMIydgnGTiXkIwDkoGzCsk4JBk4v5CMFsnAmYZk3CMZOOeQjCOSgbMPyWiTDJyH+Oo9xcAZiWR0SQbOTSSjRzJwliIZfZKB8xXJuE8ycOYiGQOSgXMYyYhIBs5mJGNIMnBeIxkxycAZjmSMSAbOdSTjAcnAWY9kHJMMnP9IxkOSgTMhyTghGSYnQpS3SArObCTjKsnAOY5kXCMZONuRjGmSgfMeyZghGTgDkozrJAPnQpIxSzJwViQZN0gGzo8kY45k4ExJMuZJBs6ZJGOBZODsSTLqJAPnUZKxSDJwRiUZSyQD51aS0SAZOMuSjCbJwPmWZCyTDJx5ScYKycA5mGSskgycjUnGGsnAeZlkrJMMnKFJxgbJwLmaZGySDJy1ScYWycD5m2TcJBk4k5OMWySDk9PFiZ+Tq5rNTB6tuFpQXIWKawXFNaiYLijQt+Vx4p+MYgYqrhcU16FitqCYhYobBcUNqJgrKNC3+3HiRYwCfYsfJz7DKNC39XHiIYwCfSsfJ/7AKNC373Ey+hsF+pY9TsZ6o2hARbOgaELFckGxDBUrBcUKVKwWFKtQsVZQoJV5cTL+GsU6VGwUFBtQsVlQbELFVkGxBRU3C4qbUHGroLgFR8UwGRVn1N0J1ArvvtpFhSP/MBkhbTWO+cNktLTVONoPk5HTVuM4P0xGUVuNI/wwGVFtNY7tw2R0tdU4qg+TkdZW43g+TEZdW40j+TAZgW01juHDZDS21Th6D5OR2VbjuD1MRmlbjSP2MBmxbTWO1cNk9LbVOEoPk5HcVuP4PExGdVuNI/MwGeFtNY7Jw2S0t9U4Gg+Tkd9W4zg8TLyArcYReJh4BFuNY+8w8Q62GkfdYeIpbDWOt8PEa9hqHGmHiQex1ZwYW+58pGeTyv0MKpkP5pjKfRAm0zNP5f4Jk+n5qHLfhcn0LFW5X8Nkeu6q3OdhMj2jVe4PMZme5yr3lZhMz36V+1FMpufEyn0sJtMzZeX+F5Pp+bNy34zJ9Kxaud/GZHqurdynYzI9A1fu7zGZnpcrjwUwmZ6tK48TMJmewyuPITCZntkrjy8wmZ7vK489MJmeBSyPSzCZnhssj1kwmZ4xLI9nMJmeRyyPdTCZnl0sj4MwmZ5zLI+RUJQUWGsIzR55nHEH1ipCo8X5dmCtIzRanG0H1kpCo8W5dmCtJTRanGkH1mpCo8V5dmCtJzRanGUH1opCo8U5dmCtKTRanGEH1qpCo8X5dWCtKzRanF0H1spCo8W5dWCtLTRanFkH1urC/PMiaG1xfaHR4qw6sFYYGi3OqQNrjaHR4ow6sFYZGi3OpwNrnaHR4mw6sFYaGi3OpQNrraHR4kw6sFYbGi3OowNrvaHR4iw6sFYcGi3OoQNrzaHR4gw6sFYdGi0nf44szxAp/8LxDJHlGYwWe4bI8gxGiz1DZHkGo8WeIbI8g9FizxBZnsFosWeILM9gtNgzRJZnMFrsGSLLMxgt9gyR5RmMFnuGyPIMRos9Q2R5BqPFniGyPIPRYs8QWZ7BaLFniCzPYLTYM0SWZzBa7BkiyzMYLfYMkeUZjBZ7hsjyDEaLPUNkeQajxZ4hsjyD0WLPEFmewWixZ4gsz2C02DNElmcwWuwZIsszGC32DJHlGYyWtyLdd+w88lmewc/Mnea1nHV5vmP3kc/yDH5m/jOv5azD8y3foLWc9Xe+Yw+Sz/IMfmaWMq/lrLfzHfuQfJZn8DMzjXktZ32d79iL5LM8g5+ZLcxrOevpfMd+JJ/lGfzMjF9ey1k/5zv2JPksz+BnZu3yWs56Od+xL8lneQY/M/OW13LWx/mOvUk+yzP4mdmzvJazHs537E/yWZ7Bz8yA5bWc9W++Y4+Sz/IMfmYWK6/lrHfzHfuUfJZn8DMzUXktZ32b79ir5DM9w0jlF32h0TuWNNGesdrOnUeXSD7VIPSGkJiehXgH3u74GE3MnoeY8nmibUYps+chpnx2tnzKq34iK82VLT+wFOgKJ6yWPWG3LIfGZUnL4/Cy5yFmSxzDxPQsxJNPNe+rp5bSxOx5iNlWVueL94iaPxO35+543wvVlrus/f3xBJZZPBex5ajQAkxzDmLxaLrvcJkBgxgwWbplUF0jFkseCdWYRfOy5yFmB1pMh2UvXcjpsjjHsLWOme2OW53DGYj73AMkcw5iReppttgrZc/D/niW6euy56GSTjN9XfY8xFxjjvZrE4z2dfZImj8Tcbeg9WyxrKcJOU0WZ5VpOasFy6GY6xOM8MVzcb3xCNpkjqBNxgjaZI6gDeYImj0Pz5V0nkBMrPfzVxkV693sVcfFer9/1ZGxfgLAk42N9Y7WKqNjXeqq4mO9E7rqCFk/S6DKGFk/FaDqKFk/J+BJxMm6XauKlPVe8ycVK+unA1QVLes97VXHy/qpIVVFzLrGVcXM+gkNVUfN+vkTVcTN+ikUVUTO+jkBVcTO+g5UET3rZ0pUFT/rp0tUH0Hrve9Vx9D66QBVR9F6z3DVcbTeqf4kImm9p7eKWFrvHq8imtZ7t6uOp/VO7CcVUevaVxVTa1pVUbV+NkD1cXXs6JXp/mBuP4wdvTDd+8ztd7Gj16U7RLn9L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sha1_base64="PQHifuCRQifO9vdIy8SPzQ6ROEo=">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</latexit> X ϥΠϯφοϓ ʢू߹σʔλʣ <latexit sha1_base64="IT5jFgb1qMIpPD/I1brXYhjBeBA=">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sha1_base64="IT5jFgb1qMIpPD/I1brXYhjBeBA=">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p ϝϯόʔߏͷ ʮදݱʯ ʢ֬ʣ ू߹σʔλΛѻ͑Δ ✔ υϝΠϯɾ υϝΠϯؒՄࢹԽ ✔ ू߹σʔλͱग़ྗͷ ํͳ༧ଌ ߹ͤ࠷దԽͷ ༰қԽ • ݸʑͷՄࢹԽ͕Ͱ͖Δ ʢυϝΠϯؒՄࢹԽʣ • શମ૾ͷՄࢹԽ͕Ͱ͖Δ ʢυϝΠϯՄࢹԽʣ
ཁ݅ ʮυϝΠϯؒՄࢹԽʯΛຬͨ͢͜ͱͷ֬ೝ l υϝΠϯؒՄࢹԽͷྫ ▸ ʮνʔϜʯυϝΠϯͱʮϝϯόʔʯυϝΠϯͷؔΛରతʹՄࢹԽ • ಛఆͷνʔϜΛࢦఆ νʔϜਤ
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<latexit sha1_base64="WbMDcJAXhvwyAO+JoelbDDfqc1M=">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</latexit> y νʔϜͷՌ ੜ <latexit sha1_base64="PQHifuCRQifO9vdIy8SPzQ6ROEo=">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</latexit> X ϥΠϯφοϓ ʢू߹σʔλʣ
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sha1_base64="IT5jFgb1qMIpPD/I1brXYhjBeBA=">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sha1_base64="7nw+k1pmJNVtn/a6z2dRfPCu2BA=">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</latexit> ⌧ νʔϜ જࡏม ֎తཁҼ જࡏม ֎తཁҼ ಛྔ Ռ ϥΠϯφοϓ ֎తཁҼΛߟྀͨ͠ੜϞσϧ <latexit 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sha1_base64="AMu2RGuRLyAucCt9JWpEx6GOLd8=">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</latexit> ⌧A <latexit sha1_base64="uBkUrHPp13DSBxMOiRFqPJFDHO8=">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</latexit> XA <latexit sha1_base64="IIbf0JR45yNja5TBbXeiRAZJ1IY=">AAACZnichVFNSwJBGH7cvsxKrYiCLpIYneQ1iqKT2KVjZZpQFrvbaIvr7rK7Cib9gaBrHjoVREQ/o0t/oEP/oOho0KVDr+tCVFTvMDPPPPM+7zwzo1i65rhEjwGpp7evfyA4GBoaHglHoqNjeces2arIqaZu2gVFdoSuGSLnaq4uCpYt5Kqii22lstrZ364L29FMY8ttWKJYlcuGVtJU2WUqW9jL7EfjlCQvYj9Bygdx+LFuRq+xiwOYUFFDFQIGXMY6ZDjcdpACwWKuiCZzNiPN2xc4Roi1Nc4SnCEzW+GxzKsdnzV43anpeGqVT9G526yMIUEPdENtuqdbeqb3X2s1vRodLw2ela5WWPuRk6ns27+qKs8uDj9Vf3p2UcKy51Vj75bHdG6hdvX1o1Y7u7KZaM7SJb2w/wt6pDu+gVF/Va82xOY5QvwBqe/P/RPk55OpxSRtLMTTGf8rgpjGDOb4vZeQxhrWkeNzyzjFGVqBJyksTUiT3VQp4GvG8SWk2AdDjIqQ</latexit> XB <latexit sha1_base64="WbMDcJAXhvwyAO+JoelbDDfqc1M=">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</latexit> y νʔϜ" જࡏม νʔϜ# જࡏม νʔϜ"Ռ νʔϜ# ϥΠϯφοϓ νʔϜ" ϥΠϯφοϓ ରઓʹ͓͚ΔੜϞσϧ
ຊύʔτͷ·ͱΊ ߩݙᶄɿू߹σʔλ7"γεςϜߏஙํ๏ͷఏҊ l ू߹σʔλ7"ͷཁ݅Λຬͨ͢7"γεςϜΛߏங͢Δख๏ΛఏҊͨ͠ ▸ ଟมྔσʔλʹର͢ΔϞσϦϯάΞϓϩʔνͰ͋ΔੜతϞσϦϯάΛϕʔεͱͨ͠ ▸ ू߹σʔλʹରͯ͠ੜతϞσϦϯάΛ֦ு͠ɺ ू߹σʔλ͔Βʮϝϯόʔજࡏ্ۭؒͷ֬ʯͱ͍͏දݱΛநग़͢Δ͜ͱͰɺ
ू߹σʔλʹର͢Δ7"ΛՄೳͱͨ͠ l ࣮σʔλʹରͯ͠ఏҊख๏Λద༻͠ɺ νʔϜϝϯόʔΛΠϯλϥΫςΟϒʹੳͰ͖Δ7"γεςϜΛ࣮ݱͨ͠
ߩݙᶅɿ࣮σʔλʹΑΔσϞϯετϨʔγϣϯ
લड़ͷγεςϜͰੳɾҙࢥܾఆͷσϞϯετϨʔγϣϯΛߦ͏ ߩݙᶅɿ࣮σʔλʹΑΔσϞϯετϨʔγϣϯ %FNPPG7JTVBM"OBMZUJDTTZTUFNGPSTFUEBUB ࣗνʔϜਤ ࣗϝϯόʔਤ ఢνʔϜਤ ఢϝϯόʔਤ ࣗνʔϜՌάϥϑ ࣗϝϯόʔಛάϥϑ
ฤऀͱγεςϜͷΠϯλϥΫγϣϯΛ௨ͨ͠ϝϯόʔબϓϩηε ߩݙᶅɿ࣮σʔλʹΑΔσϞϯετϨʔγϣϯ ఢνʔϜਤ ಘࣦࠩ ࣗνʔϜਤ Ϣʔβ͕ఢνʔϜΛ ࢦఆ͢Δ Ϣʔβͷૢ࡞
γεςϜͷԠ 𝑻 𝑺 ֬ີ ࣗϝϯόʔਤ Ϣʔβ͕άϨΠεέʔ ϧʹԊͬͯϥΠϯφοϓ 𝑇′ Λબ͢Δ Ϣʔβ͕·͍͠νʔϜΛ ಘΒΕΔ·ͰϥΠϯφοϓΛௐ ͢Δ γεςϜ͕άϨʔεέʔϧʹ ΑΔϝϯόʔߏͱ࠷͍ۙաڈ ͷϥΠϯφοϓ(𝑇)ΛՄࢹԽ͢Δ Ϣʔβ͕·͍͠ νʔϜજࡏมΛࢦఆ͢ Δ 𝑇 𝑇 𝑇′ 𝑇′ 𝑻′ γεςϜ͕༧ଌͨ͠15% ΛώʔτϚοϓͱͯࣔ͢͠ γεςϜ͕બ͞ ΕͨϥΠϯφοϓͷજ ࡏมΛࣔ͢
૯ׅ ຊจͷతɿू߹σʔλʹର͢Δ7"ͷ࣮ݱ ▸ యܕతͳ׆༻ઌɿνʔϜฤΛ࢝Ίͱ͢Δϝϯόʔબ ू߹σʔλ7"ͷཁ݅Λఆٛʢߩݙᶃʣ ू߹σʔλΛѻ͑Δ
υϝΠϯɾυϝΠϯؒՄࢹԽ͕Ͱ͖Δ ू߹σʔλͱͦͷग़ྗͷؒͷํͳ༧ଌ͕Ͱ͖Δ ߹ͤ࠷దԽΛ༰қʹ͢Δ ཁ݅Λຬͨ͢7"γεςϜͷߏஙํ๏ΛఏҊʢߩݙᶄʣ ▸ Ϟσϧɿू߹σʔλΛؚΉσʔλશମͷੜաఔͷϞσϧԽ ▸ ࢹ֮తΠϯλϑΣʔεɿϞσϧΛͱʹͨ͠ରతͳੳɾ༧ଌ݁Ռͷఏࣔ όεέοτϘʔϧͷσʔλΛ༻͍ͨσϞϯετϨʔγϣϯʢߩݙᶅʣ ʹΑΓγεςϜ͕ཁ݅Λຬͨ͢͜ͱΛ֬ೝͨ͠