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SantaFeTrail
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TAKAMASA Saichi
October 10, 2014
Programming
2
140
SantaFeTrail
esysLTかどこかで発表した遺伝的プログラミングに関するスライド
TAKAMASA Saichi
October 10, 2014
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Transcript
←͍ͭ͜ͷ coins14 @everysick
ඈͼೖΓͰ͢
ඈͼೖΓͰ͢ ਅ໘ͳ͠·͢
Ҩతϓϩάϥϛϯά
ҧ͍ ίϯϐϡʔλαΠΤϯεدΓ จܥͰΘ͔ΔΑ͏ʹؤுΓ·͢
GP(Ҩతϓϩάϥϛϯά) ͬͯͳΜͧ
GP(Ҩతϓϩάϥϛϯά) ͬͯͳΜͧ AIͬΆ͍͚Ͳҧ͏Կ͔ ϓϩάϥϜʹ੍ͱ͔ΞϧΰϦζϜΛ༩͑ͯ ੜͷਐԽͬΆ͘γϛϡϨʔτ͢Δͷ
(‘ω’)ɻ˓(???????????????????????)
GP(Ҩతϓϩάϥϛϯά) ͬͯͳΜͧ ʮ͜Μͳ෩ʹਐԽͯ͘͠ΕཔΉʯ ϓϩάϥϜʮ͑͑Ͱ͆ʯ
࣮ͷ
ࠜ અ ࢬ ༿ ߏ ྫ
։࢝ ऴྃ ॳظੈੜ ద߹ܭࢉ ऴྃ ఆ ੈҾ͖ܧ͗ ݁Ռදࣔ ॳظੈͷߏ ཚΛͬͯੜ
ަ伹ɾಥવมҟɾબ ΛϓϩάϥϜͰදݱ͠ ͦͷॲཧΛՃ͑Δ ٻΊͨղ͕ͲΕ͚ͩ ۙࣅ͍ͯ͠Δ͔ܭࢉ
Santa Fe Trail ٜͷਐԽΛγϛϡϨʔτ N*NͷϚεʹٜͱ㕒͕ஔ औಘͨ͠㕒͕ద߹ ٜ 㕒
Santa Fe Trail ٜ400ͷΤωϧΪʔΛ࣋ͭ ٜ͔Βݟͯલํʹ͔͠ਐΊͳ͍ ࠨӈʹ90ํస͢Δ͜ͱ͕Ͱ͖Δ Ҡಈ,ճసʹ͖ͭΤωϧΪʔΛ1ফඅ͢Δ
1 – Santa Fe TrailͷϓϩάϥϜ࡞ • બΞϧΰϦζϜ • બग़ͨ͠ݸମΛมԽΛՃ͑ͣ࣍ੈʹՃ •
ݸମΛͦͷ··Ҩͤ͞Δํ๏ • ࠓճͷنଇ༰ • ֤ݸମΛۉʹҨ͍ͤͨ͞ બ͢ΔݸମΛཚͰܾఆ
1 – Santa Fe TrailͷϓϩάϥϜ࡞ • ަ伹ΞϧΰϦζϜ • ҙͷ2ݸମΛΈ߹Θͤɺ৽ͨͳݸମΛੜ •
ߏͷઅಉ࢜Λަ͢ΔͳͲͷख๏ • Ұަ伹ΞϧΰϦζϜ ݸମA ݸମB
1 – Santa Fe TrailͷϓϩάϥϜ࡞ • ಥવมҟΞϧΰϦζϜ • ҙͷ1ݸମΛબग़͢Δ •
ݸମʹϥϯμϜͰੜͨ͠ߏΛΈࠐΉ • ΞϧΰϦζϜ֓ཁ ϥϯμϜͰ࡞ΒΕͨߏ બग़͞Εͨݸମ
2 -ϓϩάϥϜΛ࣮ͬͯࡍʹ݁ՌΛܭଌ 㕒ɹɹ ɹ89ݸ ελʔτɹɹࠨ্ ΤωϧΪʔɹ400
2 -ϓϩάϥϜΛ࣮ͬͯࡍʹ݁ՌΛܭଌ ϓϩάϥϜॳظঢ়ଶͰͷܭଌ݁Ռ 0 22.5 45 67.5 90 0 10
20 30 40 50 60 70 80 90 100 औಘͨ͠㕒 ੈ
͑ɺେͨ͜͠ͱͳ͘Ͷʁ
2 -ϓϩάϥϜΛ࣮ͬͯࡍʹ݁ՌΛܭଌ ϓϩάϥϜॳظঢ়ଶͰͷܭଌ݁Ռ 0 22.5 45 67.5 90 0 10
20 30 40 50 60 70 80 90 100 औಘͨ͠㕒 ੈ
3 -Ҿ͖ܧ͗ΞϧΰϦζϜΛมߋ݁͠ՌͷมԽΛܭଌ • બ • ࠷ྑબΞϧΰϦζϜ • ੈத࠷ద߹ͷߴ͍ݸମΛ݁Ռ • ղ͕ภΓ͕ͪ
• ΤϦʔτબΞϧΰϦζϜ • ݸମΛద߹ॱͰιʔτ্͠ҐNݸબͿ • Nݸ͔ΒϥϯμϜͰબͨ͠ݸମΛ݁Ռ
• ద߹ܭࢉ • ࠓ·ͰͷΞϧΰϦζϜ • औಘͨ͠㕒ͷΛద߹ • ৽ΞϧΰϦζϜ • جຊऔಘͨ͠ΞΠςϜ
• ແବͳಈ͖͝ͱʹجຊ͔ΒఆϚΠφε • ࠓճ2ͭϚΠφεΛઃஔ 3 -Ҿ͖ܧ͗ΞϧΰϦζϜΛมߋ݁͠ՌͷมԽΛܭଌ
3 -Ҿ͖ܧ͗ΞϧΰϦζϜΛมߋ݁͠ՌͷมԽΛܭଌ ΞϧΰϦζϜվྑޙͷܭଌ݁Ռ औಘͨ͠㕒 0 22.5 45 67.5 90 ੈ
0 10 20 30 40 50 60 70 80 90 100
៉ྷʹͳͬͨ✌('ω'✌ )
3 -Ҿ͖ܧ͗ΞϧΰϦζϜΛมߋ݁͠ՌͷมԽΛܭଌ ΞϧΰϦζϜվྑޙͷܭଌ݁Ռ औಘͨ͠㕒 0 22.5 45 67.5 90 ੈ
0 10 20 30 40 50 60 70 80 90 100
4 -ύϥϝʔλΛௐ͠࠷ྑͷݸମΛબग़ 1. ੈ 2. ݸମ 3. ަ伹ཱ֬ 4. ಥવมҟཱ֬
5. બཱ֬ 6. બΞϧΰϦζϜ 500[ੈ] 100[ඖ] 89% 10% 1% ΤϦʔτબ
4 -ύϥϝʔλΛௐ͠࠷ྑͷݸମΛબग़ ࠷ऴܭଌ݁Ռ औಘͨ͠㕒 0 22.5 45 67.5 90 ੈ
0 50 100 150 200 250 300 350 400 450 500
தʹશճऩͱ͔
࣮ࡍָ͍͠ ࣮͍ܰ(300ߦఔ)
͓ΘΓ