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

Bio-Inspired Computing

Abhinav Tushar
September 27, 2014
Science
0
86

Bio-Inspired Computing

An introduction to metaheuristics inspired by nature.

Abhinav Tushar

September 27, 2014
Tweet

More Decks by Abhinav Tushar

See All by Abhinav Tushar
Deep Learning
lepisma
6
260
the garden of eden
lepisma
0
86
Technology
lepisma
0
67
Maestro
lepisma
0
100
War and Economics
lepisma
0
110

Other Decks in Science

See All in Science
機械学習を支える連続最適化
nearme_tech
PRO
1
250
観察研究における因果推論
nearme_tech
PRO
1
160
06_浅井雄一郎_株式会社浅井農園代表取締役社長_紹介資料.pdf
sip3ristex
0
130
理論計算機科学における 数学の応用: 擬似ランダムネス
nobushimi
1
400
インフラだけではない MLOps の話 @事例でわかるMLOps 機械学習の成果をスケールさせる処方箋 発売記念
icoxfog417
PRO
2
710
Factorized Diffusion: Perceptual Illusions by Noise Decomposition
tomoaki0705
0
320
[第62回 CV勉強会＠関東] Long-CLIP: Unlocking the Long-Text Capability of CLIP / kantoCV 62th ECCV 2024
lychee1223
1
840
解説！データ基盤の進化を後押しする手順とタイミング
shomaekawa
1
400
As We May Interact: Challenges and Opportunities for Next-Generation Human-Information Interaction
signer
PRO
0
380
事業会社における 機械学習・推薦システム技術の活用事例と必要な能力 / ml-recsys-in-layerx-wantedly-2024
yuya4
4
290
科学で迫る勝敗の法則(名城大学公開講座．2024年10月) / The principle of victory discovered by science (Open lecture in Meijo Univ. 2024)
konakalab
0
270
いまAI組織が求める企画開発エンジニアとは？
roadroller
2
1.4k

Featured

See All Featured
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
addyosmani
4
330
Large-scale JavaScript Application Architecture
addyosmani
511
110k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
7
630
The Power of CSS Pseudo Elements
geoffreycrofte
75
5.5k
VelocityConf: Rendering Performance Case Studies
addyosmani
328
24k
Mobile First: as difficult as doing things right
swwweet
223
9.3k
The Language of Interfaces
destraynor
156
24k
The Straight Up "How To Draw Better" Workshop
denniskardys
232
140k
Into the Great Unknown - MozCon
thekraken
35
1.6k
How to Think Like a Performance Engineer
csswizardry
22
1.4k
Measuring & Analyzing Core Web Vitals
bluesmoon
6
240
The Cult of Friendly URLs
andyhume
78
6.2k

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]