Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
SantaFeTrail
Search
TAKAMASA Saichi
October 10, 2014
Programming
150
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
More Decks by TAKAMASA Saichi
See All by TAKAMASA Saichi
メトリクス可視化から始める Rails ウェブサーバーのチューニング- Kaigi On Rails 2021
s4ichi
3
2k
Cookpad 5day service dev internship 2017 teamC
s4ichi
0
940
Region based memory management for mini ML
s4ichi
2
220
主専攻実験(春) 巡回セールスマン問題
s4ichi
0
860
Other Decks in Programming
See All in Programming
LL言語やWebフレームワークのPostgreSQL対応 〜DBの機能がユーザーに届くまで〜
kentaroutakeda
0
150
「AI時代、配布するPythonコードをどう守るか: 難読化の実験と判断軸」 #PyconJP2026
pkshadeck
PRO
2
190
AI Agent時代のリアーキテクチャ戦略と実践
hokaccha
9
3.8k
AI × TiDD / 2026.09.05 Redmine 大阪
tokudiro
1
120
Vibes Containers 〜AIで変わるコンテナ設計と運用〜
tkikuc
3
530
フロントエンドUIフレームワークのこれまでとこれから
ssssota
5
2.4k
How I Stole PSI from Android Studio - DroidKaigi2026
worker8
0
110
GKE アップグレード前に知っておきたい Blue/Green と PDB の関係
stkk
0
160
まだ間に合う!今年の夏こそSchemeのマクロ展開器を完全理解!
omasanori
0
650
AIエージェント時代のコードレビューを設計する
nogu66
6
2.6k
数年滞っていたダークモード対応をおよそ2週間で完了させる
chigichan24
0
700
Seeing Through Serverless: Observability for AWS Lambda with ADOT and CloudWatch Application Signals
seike460
PRO
1
130
Featured
See All Featured
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
659
62k
How to Think Like a Performance Engineer
csswizardry
28
2.8k
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
63
45k
4 Signs Your Business is Dying
shpigford
187
23k
Principles of Awesome APIs and How to Build Them.
keavy
128
18k
The Art of Programming - Codeland 2020
erikaheidi
57
14k
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
Marketing to machines
jonoalderson
1
5.8k
From π to Pie charts
rasagy
0
360
jQuery: Nuts, Bolts and Bling
dougneiner
66
8.6k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
11
1k
Bash Introduction
62gerente
615
220k
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