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Osamtimizer
December 16, 2020
Technology
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suzuri-data-driven-2020
Osamtimizer
December 16, 2020
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Transcript
࣌ాཧ(.01FQBCP *OD ϖύϘςοΫΧϯϑΝϨϯε 46;63*ͷσʔλ ج൫ࣄ
ϞόΠϧ8FCΞϓϦέʔγϣϯΤϯδχΞ ࣌ాཧ!PTBNUJNJ[FS 46;63*ࣄۀ෦ϓϩμΫτνʔϜ IUUQTPTBNUJNJ[FSIBUFOBCMPHDPN
ࠓ͢͜ͱ w46;63*ͷݱঢ়ͱ՝ w͜Ε·Ͱ͖ͬͯͨ͜ͱ w͜Ε͔ΒΔ͜ͱ
46;63*ͷ ݱঢ়ͱ՝
None
ΦϦδφϧάοζ͕࡞ΕΔɺചΕΔɺങ͑Δɻ ը૾Λ1ຕΞοϓ ͢Δ͚ͩ ࣗಈతʹ͕ Ͱ͖·͢ ࣗͰങ͑Δ͠ ചΔ͜ͱͰ͖·͢
46;63*ͷݱঢ়ͱ՝ wྲྀ௨ֹɺձһͱʹେ෯૿ wͦΕʹ͍ɺ͍߹ͤنҧͷը૾Ξοϓϩʔυ૿Ճ ૉࡐͷ௨ใ
46;63*ͷݱঢ়ͱ՝ wཉ͍͠ʹͳ͔ͳ͔ͨͲΓண͚ͳ͍ w͍߹ͤߪೖϑϩʔͷੳɺυοάϑʔσΟϯά͔Β w4/4͔Βϖʔδͷྲྀೖ͕ଟ͘ɺݕࡧͰతͷʹͨͲΓ ண͖ͮΒ͍
46;63*ͷݱঢ়ͱ՝ wنҧૉࡐʹؔ͢Δ$4ۀͷෛ୲૿ wنҧૉࡐͷ௨ใରԠ wจ͞ΕͨͷൃલνΣοΫ wྲྀ௨ֹ૿Ճʹ͏จ૿ՃͰɺख࡞ۀʹΑΔνΣοΫ͕ෛ୲ʹ wཉ͍͠ʹͨͲΓண͖ͮΒ͍
͜ΕΒͷ՝Λ ղܾ͢ΔͨΊʹ
ղܾͷͨΊʹ wنҧૉࡐͷݕίετΛݮΒ͍ͨ͠ wࣗಈԽ wൃ࣌Ͱͳ͘ɺΞοϓϩʔυ࣌ʹݕ wϢʔβʔ͕ཉ͍͠ʹͨͲΓண͚ΔΑ͏ʹ͍ͨ͠ wݕࡧମݧͷ্ wཉ͍͠ΛαʔϏεଆ͔ΒఏҊ
ղܾʹ σʔλ͕ඞཁ
IUUQTUFDIQFQBCPDPNEYDSJUFSJB
ղܾͷͨΊʹ w%9$SJUFSJBͷஅ݁Ռ͔Β͔Δ௨Γɺܭଌͱσʔλ׆༻͕ऑ͍ w·ͣσʔλΛूΊΔͨΊͷج൫ͮ͘Γ͔Β
͜Ε·Ͱ͖ͬͯͨ͜ͱ
ߦಈσʔλͷੵ
ߦಈσʔλͷੵ wϢʔβʔ͕46;63*্Ͱىͨ͜͠ߦಈΛੵ wͦͷߦಈσʔλΛݩʹɺҙࢥܾఆ͕Ͱ͖ΔΑ͏ʹ͢Δ wͦͷͨΊͷԼ४උ wϖύϘͷσʔλੳج൫ #JHGPPU ͱ࿈ܞͤ͞Δ
#JHGPPU
#JHGPPU wϖύϘͷσʔλੳج൫ w%8)ͱͯ͠#JH2VFSZΛ༻ wߦಈσʔλͳͲΛ%8)ʹूੵͯ͠ɺੳ͕Ͱ͖Δ IUUQTSBOEQFQBCPDPNBSUJDMFCJHGPPUNJHSBUJPO
8FCΞϓϦ্ͷ ߦಈϩάੵ
8FCΞϓϦ্ͷߦಈϩάੵ w8FCΞϓϦ 3BJMT ͷϦΫΤετ͔ΒɺඞཁͳύϥϝʔλΛநग़ wநग़ͨ͠ύϥϝʔλΛ%8)͚ʹՃ w#JHGPPUͷ%8)Ͱ͋Δ#JH2VFSZʹߦಈσʔλΛૹ৴ wߦಈϩάϦΫΤετ୯Ґ w3BDLNJEEMFXBSFʹૹ৴ΛࠐΉ
ϞόΠϧΞϓϦ্ͷ ߦಈϩάੵ
ϞόΠϧΞϓϦ্ͷߦಈϩάੵ w8FCΞϓϦͱҟͳΓɺ)551ϦΫΤετ୯ҐͰͷߦಈϩά͕औΕͳ͍ wͷλοϓɺΧʔτը໘ͷҠಈɺߪೖ FUDʜ wશͯͷΞΫγϣϯ͕ϦΫΤετΛ͏ͱݶΒͳ͍ w'JSFCBTF"OBMZUJDT"EKVTUʹΧελϜΠϕϯτΛૹ৴
ૉࡐը૾ʹ ใΛ༩͢Δ
ૉࡐը૾ʹใΛ༩͢Δ wΞοϓϩʔυ͞Εͨૉࡐը૾ͷใগͳ͍ wը૾ϑΝΠϧ͔ΒऔΕͨใͷΈ wը૾ʹؚ·ΕΔใΛΑΓৄ͘͠Δ͜ͱͰɺੳͷʹཱͭ w(PPHMF7JTJPO"1*ͷྗΛआΓΔ
(PPHMF 7JTJPO"1*
(PPHMF7JTJPO"1* w($1ͷҰػೳ wը૾Λ͢ͱɺͦͷը૾͕࣋ͭใΛڭ͑ͯ͘ΕΔ wը૾ʹؚ·ΕΔͷը૾͕࣋ͭಛ wϩΰɺΩϟϥΫλʔɺΠϥετɺ৭ɺFUDʜ wը૾ͷ݈શࢉग़ͯ͘͠ΕΔ w"EVMU 7JPMFODF .FEJDBM 4QPPG
3BDZͭͷࢦඪ
(PPHMF7JTJPO"1*
(PPHMF7JTJPO"1*
ૉࡐը૾ʹใΛ༩͢Δ wૉࡐΞοϓϩʔυΛτϦΨʔʹ͠ɺ7JTJPO"1*ʹը૾Λඇಉظૹ৴ wಘΒΕͨ݁Ռσʔλϕʔεʹ֨ೲ͠ɺ&5-Ͱ#JH2VFSZʹಉظ
͜Ε·Ͱ͖ͬͯͨ͜ͱͷ·ͱΊ w46;63*্ͷߦಈϩάΛ#JHGPPUʹੵ wΞοϓϩʔυ͞Εͨૉࡐը૾ͷՃใΛੵ wσʔλۦಈͷͨΊͷԼ४උͱͯ͠ɺσʔλج൫Λඋ
͜Ε͔ΒΔ͜ͱ
͜Ε͔ΒΔ͜ͱ wҾ͖ଓ͖ɺσʔλج൫ͷվળ wੵ͞ΕͨσʔλΛݩʹɺσʔλۦಈͰ͖ΔΑ͏ʹ͢Δ wૉࡐը૾ʹ༩͞ΕͨใΛͬͯɺنҧը૾Λࣗಈݕग़͢Δ
σʔλج൫ͷվળ w8FCϞόΠϧΞϓϦͷߦಈϩάΛ౷Ұతʹѻ͑ΔΑ͏ʹ wΧελϜΠϕϯτΛ#JHGPPUʹΠϯϙʔτ
ੵ͞Εͨσʔλͷ׆༻ wߦಈϩάͱը૾ʹ༩͞ΕͨใΛΈ߹ΘͤΔ wߪങཤྺ wӾཡཤྺ wߪೖ͞Εͨʹ༻͞Εͨૉࡐը૾ͷใ wΦεεϝͷఏҊ͕Ͱ͖Δ͔ʁ
نҧૉࡐͷࣗಈݕ w7JTJPO"1*ʹΑͬͯ༩͞Εͨใ wը૾͕࣋ͭಛ wը૾ͷ݈શ wنҧʹΑ࣮ͬͯࡍʹൢചېࢭͱͳͬͨૉࡐը૾ w͜ΕΒͷใΛͬͯɺڭࢣ͋Γֶश͕Ͱ͖ͦ͏ʁ
·ͱΊ
·ͱΊ wྲྀ௨ֹɾϢʔβʔͷେ෯૿ʹ͍ɺ՝૿͑ͨ w՝Λղܾ͢ΔͨΊͷԼ४උ w͜Ε͔Βɺू·ͬͨσʔλΛݩʹੳࣗಈԽΛ͑Δ