알고리즘: 기술 사회의 연금술

Aa077de7164201e19f9ebc15713797b8?s=47 jongman
July 03, 2014

알고리즘: 기술 사회의 연금술

7월 3일 제 1회 스쿱미디어 스타트업 세미나에서 발표한 내용입니다.

Aa077de7164201e19f9ebc15713797b8?s=128

jongman

July 03, 2014
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  1. 1.
  2. 3.

    ҳઙ݅ • пઙ ೐۽Ӓې߁ ؀ഥ (ঢ়զ~) ! • http://algospot.com (’07~)

    ! • ঌҊ્ܻ ޙઁ ೧Ѿ ੹ۚ (’11) ! • DRW Trading Group (~’09) ! • GETCO (~’13)
  3. 6.
  4. 8.
  5. 10.
  6. 15.
  7. 20.

    ௾ Ӓܿ਷ ঌ ࣻ ੓׮! “Ѩ࢝ ূ૓? ৉࢝ੋ ٜ݅যࢲ Ѩ࢝ೞҊ,

    ਊ۝ ݆ ਵפ ࠙࢑ ୊ܻ ੜ ೞҊ, झಅ Ѧ۞ղӝی ۘఊ न҃ ੜ ॄঠ૑.” “঴ҷ ੋध? ঴ҷ ਮҘ ੋधೞҊ, ׀௏ੑ ௼ӝی ਤ஖ ࢎਊ೧ࢲ ࠙ܨೞݶ غ૑.”
  8. 23.

    ੤޷ হח ੿੄ • ডр਷ ݽഐೠ ੿੄: • “ஹೊఠо ઱য૓

    ੘সਸ ࣻ೯ೞח ߑߨ” • ࣗझ ௏٘ != ঌҊ્ܻ
  9. 26.
  10. 27.
  11. 31.

    ࠼ب ࣻܳ ࣁ੗ [6, 6, 6, 8, 5, 8, 7,

    6, 6, 7, 3] {3: 1, 5: 1, 6: 5, 7: 2, 8: 2}
  12. 32.

    ੿۳ Ѿҗ ࠂҳ! [6, 6, 6, 8, 5, 8, 7,

    6, 6, 7, 3] {3: 1, 5: 1, 6: 5, 7: 2, 8: 2} [3, 5, 6, 6, 6, 6, 6, 7, 7, 8, 8]
  13. 33.
  14. 40.
  15. 45.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() 1ୌ 0.17ୡ 1݅ 16ୡ 10݅

    1568ୡ 100݅ (ড) 43दр 1000݅ (ড) 181ੌ
  16. 46.
  17. 48.

    ߈ਵ۽ ଂѐ੗! ੿׹ ҳр਷: • ৽ଃ ੺߈ী ੓Ѣա, য়ܲଃ ੺߈ী

    ੓Ѣա • ৽ଃীࢲ द੘ - য়ܲଃীࢲ ՘ = +
  18. 50.
  19. 51.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() divide…() 1ୌ 0.17ୡ 0.002ୡ 1݅

    16ୡ 0.02ୡ 10݅ 1568ୡ 0.2ୡ 100݅ (ড) 43दр 3ୡ 1000݅ (ড) 181ੌ 27ୡ
  20. 53.
  21. 56.
  22. 57.

    ࢿמ ஏ੿ ੑ۱ ௼ӝ simple() divide…() fast() 1ୌ 0.17ୡ 0.002ୡ

    0.000008ୡ 1݅ 16ୡ 0.02ୡ 0.008ୡ 10݅ 1568ୡ 0.2ୡ 0.08ୡ 100݅ (ড) 43दр 3ୡ 0.8ୡ 1000݅ (ড) 181ੌ 27ୡ 8ୡ
  23. 58.

    Үള • э਷ ޙઁܳ ಹח ৈ۞ ߑߨٜ рী ௾ ࢿמ

    ର ੉о ੓׮! • ੑ۱੉ ழ૑ݶ ழ૕ ࣻ۾ ঌҊ્ܻр੄ ࢿמ ର ੉ח ழ૓׮!
  24. 60.

    ୌ݁ӡب ೠ Ѧ਺ࠗఠ • рױೠ ঌҊ્ܻ਷ য۰਍ ঌҊ્ܻ੄ ҳࢿ ਃ

    ࣗо ػ׮ • ݆਷ ঌҊ્ܻ਷ ࢸ҅ “ӝߨ” ഑਷ “ਗ஗”ٜਸ ҕਬೠ׮ • Akinator৬ ܻࢎ੉૚ب ঌҊ ࠁݶ рױ!
  25. 76.

    ৈ੗? 100% 100% 0% 0% 100% 100% 100% 100% 30ࣁ

    ੉࢚? 0% 100% 100% 80% 90% 0% 100% 0% ੿஖ੋ? 0% 100% 100% 100% 0% 0% 0% 70% ޷Ҵੋ? 0% 0% 100% 0% 100% 20% 100% 10% ݽٚ Ѫਸ ഛܫ۽
  26. 84.

    1 2 2 2 1 0 2 2 0 4

    4 0 1 1 0 0 1 2 3 1 1 0 3 1 1 1 0 0 0 1 0 1 2 3 2 0 2 2 0 5 4 1 1 1 0 0 1 2 3 0 1 0 2 0 1 0 0 0 0 0 1 1 1 3 3 0 2 2 1 4 3 1 2 1 0 0 0 3 4 1 1 0 1 1 0 0 0 0 0 0 1 1 1 4 4 0 1 1 1 4 2 0 2 2 0 1 0 2 4 1 1 1 1 1 0 1 0 0 0 0 1 1 1 3 4 1 0 1 1 3 2 0 2 2 0 1 1 2 4 2 2 2 1 1 1 1 0 0 0 1 1 1 1 2 3 1 1 0 1 3 2 0 1 1 0 0 1 1 4 2 2 2 0 1 2 1 1 1 1 1 1 1 1 2 2 1 1 1 2 3 1 1 1 1 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 1 1 2 2 0 1 0 3 3 1 0 1 0 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 0 1 2 2 1 0 0 2 2 1 0 0 0 0 0 2 1 4 2 3 0 1 2 1 0 0 0 0 0 1 1 1 2 1 1 0 1 2 2 1 0 0 0 1 0 2 1 3 1 3 0 2 2 0 0 0 0 0 0 1 1 1 2 1 1 0 1 2 1 1 0 0 0 1 1 2 0 2 1 2 0 3 2 1 1 0 0 0 1 1 1 1 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 2 1 2 0 3 1 1 1 0 0 1 1 1 1 2 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 3 1 2 0 2 1 1 2 0 0 1 1 1 1 2 2 1 0 0 1 0 1 1 0 0 0 0 2 2 0 3 1 2 0 2 1 0 1 0 0 1 0 1 1 1 2 1 0 0 1 0 1 1 0 0 0 0 1 2 0 3 1 2 0 1 1 0 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 3 2 2 0 1 0 0 0 1 0 0 1 1 2 2 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 3 2 2 0 0 1 1 0 1 0 1 0 1 2 1 1 1 0 0 0 0 0 1 1 1 0 0 1 1 0 3 2 1 0 0 0 1 0 2 0 1 0 1 2 1 1 1 0 0 0 0 0 0 1 0 0 0 2 1 0 3 2 1 1 0 0 1 0 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 0 2 1 1 3 3 1 2 0 0 0 0 1 0 1 0 1 0 1 2 0 0 1 0 0 1 1 2 1 0 0 2 1 1 3 3 2 2 0 0 0 0 1 0 1 0 2 1 1 2 1 1 1 1 0 0 1 2 2 1 0 3 1 1 2 1 2 1 0 0 0 0 1 0 1 0 1 1 1 2 1 1 1 1 1 1 0 1 2 2 0 2 1 0 2 1 1 1 0 0 0 1 0 1 1 0 1 1 0 1 0 0 1 1 2 1 0 0 2 2 0 2 2 1 2 1 1 1 0 0 0 1 0 0 1 1 1 1 0 1 0 0 0 2 2 2 1 0 2 2 0 2 2 1 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 1 1 1 0 1 2 2 1 0 1 2 0 2 2 0 0 0 1 1 0 1 1 2 0 0 0 2 1 1 0 1 1 0 0 1 2 3 2 0 1 2 0 1 2 1 0 0 1 1 0 1 2 2 0 0 1 1 0 1 1 0 0 0 0 0 1 2 2 1 0 1 0 1 1 2 1 1 2 1 1 1 3 2 1 0 0 1 0 1 1 0 0 0 0 0 1 2 1 1 0 0 0 0 0 1 2 0 3 1 1 0 3 1 1 0 0 0
  27. 85.

    1 2 2 2 1 0 2 2 0 4

    4 0 1 1 0 0 1 2 3 1 1 0 3 1 1 1 0 0 0 1 0 1 2 3 2 0 2 2 0 5 4 1 1 1 0 0 1 2 3 0 1 0 2 0 1 0 0 0 0 0 1 1 1 3 3 0 2 2 1 4 3 1 2 1 0 0 0 3 4 1 1 0 1 1 0 0 0 0 0 0 1 1 1 4 4 0 1 1 1 4 2 0 2 2 0 1 0 2 4 1 1 1 1 1 0 1 0 0 0 0 1 1 1 3 4 1 0 1 1 3 2 0 2 2 0 1 1 2 4 2 2 2 1 1 1 1 0 0 0 1 1 1 1 2 3 1 1 0 1 3 2 0 1 1 0 0 1 1 4 2 2 2 0 1 2 1 1 1 1 1 1 1 1 2 2 1 1 1 2 3 1 1 1 1 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 1 1 2 2 0 1 0 3 3 1 0 1 0 0 0 1 0 4 2 3 1 0 2 2 0 1 0 0 0 1 0 1 2 2 1 0 0 2 2 1 0 0 0 0 0 2 1 4 2 3 0 1 2 1 0 0 0 0 0 1 1 1 2 1 1 0 1 2 2 1 0 0 0 1 0 2 1 3 1 3 0 2 2 0 0 0 0 0 0 1 1 1 2 1 1 0 1 2 1 1 0 0 0 1 1 2 0 2 1 2 0 3 2 1 1 0 0 0 1 1 1 1 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 2 1 2 0 3 1 1 1 0 0 1 1 1 1 2 2 1 0 0 1 1 1 1 0 0 0 0 1 2 0 3 1 2 0 2 1 1 2 0 0 1 1 1 1 2 2 1 0 0 1 0 1 1 0 0 0 0 2 2 0 3 1 2 0 2 1 0 1 0 0 1 0 1 1 1 2 1 0 0 1 0 1 1 0 0 0 0 1 2 0 3 1 2 0 1 1 0 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 3 2 2 0 1 0 0 0 1 0 0 1 1 2 2 1 1 0 0 0 0 0 1 1 0 0 0 1 1 0 3 2 2 0 0 1 1 0 1 0 1 0 1 2 1 1 1 0 0 0 0 0 1 1 1 0 0 1 1 0 3 2 1 0 0 0 1 0 2 0 1 0 1 2 1 1 1 0 0 0 0 0 0 1 0 0 0 2 1 0 3 2 1 1 0 0 1 0 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0 0 2 1 1 3 3 1 2 0 0 0 0 1 0 1 0 1 0 1 2 0 0 1 0 0 1 1 2 1 0 0 2 1 1 3 3 2 2 0 0 0 0 1 0 1 0 2 1 1 2 1 1 1 1 0 0 1 2 2 1 0 3 1 1 2 1 2 1 0 0 0 0 1 0 1 0 1 1 1 2 1 1 1 1 1 1 0 1 2 2 0 2 1 0 2 1 1 1 0 0 0 1 0 1 1 0 1 1 0 1 0 0 1 1 2 1 0 0 2 2 0 2 2 1 2 1 1 1 0 0 0 1 0 0 1 1 1 1 0 1 0 0 0 2 2 2 1 0 2 2 0 2 2 1 1 1 1 1 0 0 1 1 0 0 0 1 1 1 0 1 1 1 0 1 2 2 1 0 1 2 0 2 2 0 0 0 1 1 0 1 1 2 0 0 0 2 1 1 0 1 1 0 0 1 2 3 2 0 1 2 0 1 2 1 0 0 1 1 0 1 2 2 0 0 1 1 0 1 1 0 0 0 0 0 1 2 2 1 0 1 0 1 1 2 1 1 2 1 1 1 3 2 1 0 0 1 0 1 1 0 0 0 0 0 1 2 1 1 0 0 0 0 0 1 2 0 3 1 1 0 3 1 1 0 0 0
  28. 86.

    ୌ݁ӡب ೠ Ѧ਺ࠗఠ #2 • ੉޷૑ ֫੉о ೠ ઴੉ۄҊ ࢤп೧

    ࠇद׮ 2 2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  29. 87.

    ୌ݁ӡب ೠ Ѧ਺ࠗఠ #2 • ࢤпೡ Ѫب হ֎ 2 2

    1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  30. 88.

    ୌ݁ӡب ف Ѧ਺ࠗఠ • ੉޷૑о ف ઴੉ۄҊ ࢤп೧ ࠇद׮ 2

    2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  31. 89.

    ୌ݁ӡب 1.1 Ѧ਺ࠗఠ • ف ߣ૩ ઴੄ ೠ ஢݅ ࢤп೧

    ࠇद׮ 2 2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  32. 90.

    ୌ݁ӡب 1.1 Ѧ਺ࠗఠ • ৈӝө૑ ղ۰য়ח о੢ ૣ਷ ҃۽ח? 2

    2 1 0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  33. 91.

    ୌ݁ӡب 1.1 Ѧ਺ࠗఠ • ୭ࣗ ೤਷ 1੉ҳա! 2 2 1

    0 0 2 2 1 0 0 0 2 1 1 0 1 2 2 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  34. 92.

    ੉ઁ 2 Ѧ਺ • ݽٚ ஢ী ؀೧ ୭ࣗ ೤ਸ јन

    2 2 1 0 0 2 2 1 0 0 0 4 2 1 0 1 2 3 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  35. 93.

    2.1 Ѧ਺ • ࡈр ஢ө૑ ղ۰য়ח о੢ ੘਷ ҃۽ ೤਷?

    2 2 1 0 0 2 2 1 0 0 0 4 2 1 0 1 2 3 1 0 0 0 2 1 1 0 1 2 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  36. 94.

    ֎ 3ੑפ׮! • ੉ۧѱ ߈ࠂೞݶ ୭ױ ҃۽ܳ ଺ਸ ࣻ ੓যਃ

    2 2 1 0 0 2 2 1 0 0 0 4 2 1 0 1 2 3 1 0 0 0 2 1 1 0 1 3 1 1 0 0 0 2 1 0 0 1 1 1 1 0 0 0 ….
  37. 96.
  38. 97.

    ࣁ࢚ਸ ߄Բח ൨ • જ਷ धѼਸ ы୸ ѐߊ੗੄ ઺ਃ ਃѤ

    • ߆ীࢲ ࠁݶ ֥ۄਕب • ૒੽ ೧ ࠁݶ ࠺Ү੸ औ׮ • ੤޷աѱ ҕࠗ೧ࢲ ؊ જ਷ ѐߊ੗о غ੗!