Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Bio-Inspired Computing

Avatar for Abhinav Tushar Abhinav Tushar
September 27, 2014
Science
0
99

Bio-Inspired Computing

An introduction to metaheuristics inspired by nature.

Avatar for Abhinav Tushar

Abhinav Tushar

September 27, 2014
Tweet

More Decks by Abhinav Tushar

See All by Abhinav Tushar
Deep Learning
Avatar for Abhinav Tushar lepisma
6
270
the garden of eden
Avatar for Abhinav Tushar lepisma
0
100
Technology
Avatar for Abhinav Tushar lepisma
0
79
Maestro
Avatar for Abhinav Tushar lepisma
0
120
War and Economics
Avatar for Abhinav Tushar lepisma
0
120

Other Decks in Science

See All in Science
04_石井クンツ昌子_お茶の水女子大学理事_副学長_D_I社会実現へ向けて.pdf
Avatar for Sip3ristex sip3ristex
0
640
「美は世界を救う」を心理学で実証したい～クラファンを通じた新しい研究方法
Avatar for Jimpei jimpe_hitsuwari
1
160
機械学習 - K-means & 階層的クラスタリング
Avatar for Y. Yamamoto trycycle
PRO
0
1.1k
傾向スコアによる効果検証 / Propensity Score Analysis and Causal Effect Estimation
Avatar for Ikuma_w ikuma_w
0
140
機械学習 - pandas入門
Avatar for Y. Yamamoto trycycle
PRO
0
320
実力評価性能を考慮した弓道高校生全国大会の大会制度設計の提案 / (konakalab presentation at MSS 2025.03)
Avatar for konakalab konakalab
2
200
点群ライブラリPDALをGoogleColabにて実行する方法の紹介
Avatar for Kenta Itakura kentaitakura
1
430
生成AIと学ぶPythonデータ分析再入門－Pythonによるクラスタリング・可視化をサクサク実施－
Avatar for The Japan DataScientist Society datascientistsociety
PRO
4
1.8k
AIに仕事を奪われる
最初の医師たちへ
Avatar for iKora128 ikora128
0
980
[Paper Introduction] From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
Avatar for omoto haruumi haruumiomoto
0
140
機械学習 - ニューラルネットワーク入門
Avatar for Y. Yamamoto trycycle
PRO
0
860
データマイニング - グラフデータと経路
Avatar for Y. Yamamoto trycycle
PRO
1
220

Featured

See All Featured
Building an army of robots
Avatar for Kyle Neath kneath
306
46k
XXLCSS - How to scale CSS and keep your sanity
Avatar for Zaharenia Atzitzikaki sugarenia
248
1.3M
Building Applications with DynamoDB
Avatar for Matt Wood mza
96
6.6k
RailsConf 2023
Avatar for Aaron Patterson tenderlove
30
1.2k
4 Signs Your Business is Dying
Avatar for Josh Pigford shpigford
185
22k
ピンチをチャンスに：未来をつくるプロダクトロードマップ #pmconf2020
Avatar for Aki / @LoveIdahoBurger aki_iinuma
127
53k
Thoughts on Productivity
Avatar for Jon Yablonski jonyablonski
70
4.9k
Bash Introduction
Avatar for André Augusto Costa Santos 62gerente
615
210k
Become a Pro
Avatar for Speaker Deck speakerdeck
PRO
29
5.5k
Sharpening the Axe: The Primacy of Toolmaking
Avatar for Bryan Cantrill bcantrill
45
2.5k
Rebuilding a faster, lazier Slack
Avatar for samanthasiow samanthasiow
84
9.2k
Product Roadmaps are Hard
Avatar for C. Todd Lombardo iamctodd
PRO
54
11k

Transcript

  1. Bio-inspired computing Introduction to Metaheuristics

  2. Learning Optimization Sensing

  3. Intelligence and optimization

  4. None

  5. Traditional Optimization

  6. Metahueristics Based on experience Faster Works !

  7. Popular methods Genetic Algorithm Evolutionary programming Swarm optimization many more

    . . .
  8. None

  9. Genetic algorithm 1. Initial population 2. Test 3. Crossbreed and

    mutate 4. New population (better)
  10. None

  11. The 2006 NASA ST5 spacecraft antenna

  12. Swarm optimization Swarming of birds, fishes

  13. None

  14. Ant colony optimization

  15. Ant colony optimization

  16. Ant colony optimization

  17. Collective Intelligence

  18. Where from here ?

  19. Evolution and genetics

  20. Swarm robotics

  21. ? [email protected]