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

Bio-Inspired Computing

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Abhinav Tushar Abhinav Tushar
September 27, 2014
Science
0
100

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
290
the garden of eden
Avatar for Abhinav Tushar lepisma
0
100
Technology
Avatar for Abhinav Tushar lepisma
0
93
Maestro
Avatar for Abhinav Tushar lepisma
0
130
War and Economics
Avatar for Abhinav Tushar lepisma
0
140

Other Decks in Science

See All in Science
Navigating Weather and Climate Data
Avatar for Ryan Abernathey rabernat
0
150
20260220 OpenIDファウンデーション・ジャパン ご紹介 / 20260220 OpenID Foundation Japan Intro
Avatar for OpenID Foundation Japan oidfj
0
280
因果推論と機械学習
Avatar for Shohei SHIMIZU sshimizu2006
1
1k
academist Prize 4期生 研究トーク延長戦！「美は世界を救う」っていうけど、どうやって？
Avatar for Jimpei jimpe_hitsuwari
0
500
検索と推論タスクに関する論文の紹介
Avatar for Yu Nakano / 中野優 ynakano
1
180
Testing the Longevity Bottleneck Hypothesis
Avatar for Charlie Hinson chinson03
0
220
先端因果推論特別研究チームの研究構想と 人間とAIが協働する自律因果探索の展望
Avatar for Shohei SHIMIZU sshimizu2006
3
830
(2025) Balade en cyclotomie
Avatar for Roger Mansuy mansuy
0
520
データベース10: 拡張実体関連モデル
Avatar for Y. Yamamoto trycycle
PRO
0
1.1k
Celebrate UTIG: Staff and Student Awards 2025
Avatar for University of Texas Institute for Geophysics utig
0
1.3k
AIに仕事を奪われる
最初の医師たちへ
Avatar for iKora128 ikora128
0
1k
白金鉱業Meetup_Vol.20 効果検証ことはじめ / Introduction to Impact Evaluation
Avatar for BrainPad brainpadpr
2
1.7k

Featured

See All Featured
Highjacked: Video Game Concept Design
Avatar for Ryan Kendrick rkendrick25
PRO
1
330
Building an army of robots
Avatar for Kyle Neath kneath
306
46k
Amusing Abliteration
Avatar for ianozsvald ianozsvald
0
140
Ten Tips & Tricks for a 🌱 transition
Avatar for Manu Carrasco Molina stuffmc
0
91
Sam Torres - BigQuery for SEOs
Avatar for Tech SEO Connect techseoconnect
PRO
0
230
Measuring Dark Social's Impact On Conversion and Attribution
Avatar for Stephen Akadiri stephenakadiri
1
170
Raft: Consensus for Rubyists
Avatar for Patrick Van Stee vanstee
141
7.4k
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
Avatar for Mine Cetinkaya-Rundel minecr
1
210
技術選定の審美眼（2025年版） / Understanding the Spiral of Technologies 2025 edition
Avatar for Takuto Wada twada
PRO
118
110k
The Illustrated Children's Guide to Kubernetes
Avatar for Chris Short chrisshort
51
52k
My Coaching Mixtape
Avatar for mlcsv mlcsv
0
87
Performance Is Good for Brains [We Love Speed 2024]
Avatar for Tammy Everts tammyeverts
12
1.5k

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]