Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
おしゃれなアルゴリズム
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
eTakazawa
February 22, 2020
Programming
5k
7
Share
おしゃれなアルゴリズム
本スライドは某LT用に作成しました.厳密性より,非競プロerに向けて面白さを重視しています.
過去問題の解説です.
eTakazawa
February 22, 2020
More Decks by eTakazawa
See All by eTakazawa
感動するアルゴリズム
etakazawa
0
200
Other Decks in Programming
See All in Programming
iOS機能開発のAI環境と起きた変化
ryunakayama
0
140
存在論的プログラミング: 時間と存在を記述する
koriym
5
770
Symfony + NelmioApiDocBundle を使った スキーマ駆動開発 / Schema Driven Development with NelmioApiDocBundle
okashoi
0
260
今年もTECHSCOREブログを書き続けます!
hiraoku101
0
220
Goの型安全性で実現する複数プロダクトの権限管理
ishikawa_pro
2
1.4k
Mastering Event Sourcing: Your Parents Holidayed in Yugoslavia
super_marek
0
140
20260320登壇資料
pharct
0
160
Xdebug と IDE による デバッグ実行の仕組みを見る / Exploring-How-Debugging-Works-with-Xdebug-and-an-IDE
shin1x1
0
330
Rethinking API Platform Filters
vinceamstoutz
0
7.1k
forteeの改修から振り返るPHPerKaigi 2026
muno92
PRO
3
210
野球解説AI Agentを開発してみた - 2026/02/27 LayerX社内LT会資料
shinyorke
PRO
0
390
AI駆動開発がもたらすパラダイムシフト
ryosuke0911
0
110
Featured
See All Featured
Visual Storytelling: How to be a Superhuman Communicator
reverentgeek
2
490
Building Flexible Design Systems
yeseniaperezcruz
330
40k
Principles of Awesome APIs and How to Build Them.
keavy
128
17k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
27
3.4k
Abbi's Birthday
coloredviolet
2
6.3k
Product Roadmaps are Hard
iamctodd
PRO
55
12k
Thoughts on Productivity
jonyablonski
76
5.1k
Crafting Experiences
bethany
1
110
How to Ace a Technical Interview
jacobian
281
24k
Building AI with AI
inesmontani
PRO
1
860
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.4k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
508
140k
Transcript
͓͠ΌΕͳΞϧΰϦζϜ @utsubo_21 ※ ຊεϥΠυLT༻ʹ࡞͠·ͨ͠ ɹݫີੑΑΓɼඇڝϓϩerʹ͚ͯ໘ന͞Λॏࢹ͍ͯ͠·͢
ࠓ·Ͱղ͍ͨ ΞϧΰϦζϜͷͷத͔Β
ಛʹ͓͠Ζ͔ͬͨΛ pickup
• মΛ͍ͯ͠·͢ • ॏͳ͍ͬͯΔ෦͕ੜম͚ʹ • ͍͔ͭ͘ΛऔΓআ͘͜ͱͰ Ͱ͖Δ͚ͩ৯ΒΕΔ෦Λ͍ͨ͘͠ Question
* CODE FESTIVAL 2015 ຊઓ মͷୡਓ
• মΛ͍ͯ͠·͢ • ॏͳ͍ͬͯΔ෦͕ੜম͚ʹ • ͍͔ͭ͘ΛऔΓআ͘͜ͱͰ Ͱ͖Δ͚ͩ৯ΒΕΔ෦Λ͍ͨ͘͠ Question
* CODE FESTIVAL 2015 ຊઓ মͷୡਓ
• মΛ͍ͯ͠·͢ • ॏͳ͍ͬͯΔ෦͕ੜম͚ʹ • ͍͔ͭ͘ΛऔΓআ͘͜ͱͰ Ͱ͖Δ͚ͩ৯ΒΕΔ෦Λ͍ͨ͘͠ Question
* CODE FESTIVAL 2015 ຊઓ মͷୡਓ
• মΛ͍ͯ͠·͢ • ॏͳ͍ͬͯΔ෦͕ੜম͚ʹ • ͍͔ͭ͘ΛऔΓআ͘͜ͱͰ Ͱ͖Δ͚ͩ৯ΒΕΔ෦Λ͍ͨ͘͠ Question
* CODE FESTIVAL 2015 ຊઓ মͷୡਓ
Question • ೖྗ - (Ґஔɼ͞) × Nݸ ( N
≦ 10^5 ) - ͷ͞ M ( M ≦ 10^5 ) • త - ֤ʹ͍ͭͯম͔͘ম͔ͳ͍͔બͼɼ ͕ॏͳΒͣম͚Δ͞ͷ૯Λ࠷େԽ͠ग़ྗ 1 2 3
Question • ೖྗ - (Ґஔɼ͞) × Nݸ ( N
≦ 10^5 ) - ͷ͞ M ( M ≦ 10^5 ) • త - ֤ʹ͍ͭͯম͔͘ম͔ͳ͍͔બͼɼ ͕ॏͳΒͣম͚Δ͞ͷ૯Λ࠷େԽ͠ग़ྗ 1 2 3
Question • ೖྗ - (Ґஔɼ͞) × Nݸ ( N
≦ 10^5 ) - ͷ͞ M ( M ≦ 10^5 ) • త - ֤ʹ͍ͭͯম͔͘ম͔ͳ͍͔બͼɼ ͕ॏͳΒͣম͚Δ͞ͷ૯Λ࠷େԽ͠ग़ྗ 1 2 3
͏গ͠ෳࡶͳྫ ྫɽ
͏গ͠ෳࡶͳྫ ؒͷґଘ͕૿͑ɼ͍͠… ྫɽ
• ”͕ॏͳ͍ͬͯΔ” or ”Կͳ͍” ۠ؒ ͕͞Ք͛ͳ͍ • ”શମͷ͞M
ʔ ম͚ͳ͍۠ؒͷ͞” Ͱ͕͑ग़Δ ղ๏Λࢧ͑Δߟ͑ํ ম͚Δ෦Λ͘ → ম͚ͳ͍෦Λ͘
ղ๏ ͋ΔͷબͼํΛͨ࣌͠ͷ ম͚ͳ͍෦ͷ͞ΛΓ͍ͨ 1 2 3
ղ๏ ఱ࠽తͳͻΒΊ͖Ͱ ͷ͞ʹ߹ΘͤͯҹΛॻ͍ͯΈΔ
ղ๏ 1 2 3 ఱ࠽తͳͻΒΊ͖Ͱ ͷ͞ʹ߹ΘͤͯҹΛॻ͍ͯΈΔ
ղ๏ ͞Βʹఱ࠽తͳͻΒΊ͖Ͱ ”Կͳ͍” ෦Λද͢ҹΛՃ
ղ๏ ࠨ͔ΒӈҹΛḷͬͯΈΔ
ղ๏ ྫ͑ɼͷܦ࿏
ղ๏ ɹɹͷΈΛম͘߹Λදݱ ʢͱ”Կͳ͍”۠ؒ 4ͭʣ 1 1 ”Կͳ͍”۠ؒ
ղ๏ “Կͳ͍”۠ؒͷ͞ΛΓ͍ͨ ʢ㲎 શମͷ͞ʔম͚ͳ͍෦ͷ͞ʹম͚Δ͞ʣ
ղ๏ ҹʹίετΛ༩ 1 1 1 1 1 1
1 1 0 0 0
ղ๏ ܦ࿏্ͷҹͷίετͷ૯ ʹ ম͚ͳ͍෦(Կͳ͍෦)ͷ͞ ʹͳ͍ͬͯΔ 1 1 1
1 1 1 1 1 0 0 0
ղ๏ ”ॏͳ͍ͬͯΔ” ෦Ͳ͏දݱ͢Δ͔
ղ๏ ”ॏͳ͍ͬͯΔ” ෦Ͳ͏දݱ͢Δ͔ → ٯ͖ͷҹΛுΓ·͢ʢίετ1ʣ 1 1 1
ղ๏ ઌͱಉ༷ʹࠨ͔ΒӈҹΛḷΔ
ղ๏ ྫ͑ɼͷܦ࿏
ղ๏ 1 1 1 1 1 2 ɹɹͱɹɹΛম͘߹Λදݱ
1 2 ”Կͳ͍”۠ؒ ”ॏͳ͍ͬͯΔ”۠ؒ
ղ๏ 1 1 1 1 ম͚ͳ͍۠ؒͷ͞ 4 ”Կͳ͍”۠ؒ
”ॏͳ͍ͬͯΔ”۠ؒ
ղ๏ ·ͱΊ 1 1 1 1 1 1
1 1 1 1 1 ࠨ͔Βӈͷܦ࿏্ͷίετͷ૯ ʹ ম͚ͳ͍෦ͷ͞
ղ๏ ·ͱΊ 1 1 1 1 1 1
1 1 1 1 1 ͭ·Γɼࠨ͔Βӈͷ࠷ܦ࿏ ʹ ম͚ͳ͍෦ͷ͕͞࠷খͷͷબͼํ
ղ๏ ·ͱΊ 1 1 1 1 1 1
1 1 1 1 1 ͭ·Γɼ࠷ܦ࿏͕͔Εྑ͍ → ؆୯ʂ
ղ๏ ·ͱΊ 1 1 1 1 1 1
1 1 1 1 1 ͭ·Γɼ࠷ܦ࿏͕͔Εྑ͍ → ؆୯ʂ ܭࢉྔతʹɿ શ୳ࡧ O(2^N) → ຊख๏ O((M+N)logM)
͋ͱ͕͖ • ࠷ܦ࿏ʹؼணͰ͖ͯ࠷ߴʹ͓͠ΌΕ - মʹߦ͘ͱ͖ࢥ͍ग़ͯ͠Ͷ • ໘നΈΛײͨ͡ํڝϓϩ͍ͬͯͩ͘͞ • ࠷େԽΛ͢Δ࣌Կ͔ͷ࠷খԽʹ ஔ͖͑ΒΕͳ͍͔ߟ͑Δ
- “࠷େԽΛ࠷খԽʹมܗͯ͠ɼ࠷খΧοτʹؼண” ׂͱయܕΒ͍͠ʢࢀߟɿ೩͢ຒΊΔʣ https://www.slideshare.net/shindannin/project-selection-problem
͓·͚ • ൈ͚͍ͯΔେࣄͳߟ - ઌͷܦ࿏Ͱɼ3ຕҎ্͕ॏͳΔબͼํΛ දݱͰ͖ͳ͍ - ॏͳͬͨ෦Λ༨ܭʹίετͱͯ͠Χϯτͯ͠ ͠·͏ɽ͕ɼͦͦ3ຕҎ্ॏͳΔͷબͼํ ɼ࠷దղʹͳΓಘͳ͍
• ެࣜϖʔδͷղઆΛಡΜͰ͍ͩ͘͞ • ࢲ͕ॻ͍ͨίʔυͪ͜Β https://www.slideshare.net/chokudai/code-festival-2015-final https://code-festival-2015-final-open.contest.atcoder.jp/submissions/10197952