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Bio-Inspired Computing

Avatar for Abhinav Tushar Abhinav Tushar
September 27, 2014
Science
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Bio-Inspired Computing

An introduction to metaheuristics inspired by nature.

Avatar for Abhinav Tushar

Abhinav Tushar

September 27, 2014
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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]