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Bio-Inspired Computing
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Abhinav Tushar
September 27, 2014
Science
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89
Bio-Inspired Computing
An introduction to metaheuristics inspired by nature.
Abhinav Tushar
September 27, 2014
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Transcript
Bio-inspired computing Introduction to Metaheuristics
Learning Optimization Sensing
Intelligence and optimization
None
Traditional Optimization
Metahueristics Based on experience Faster Works !
Popular methods Genetic Algorithm Evolutionary programming Swarm optimization many more
. . .
None
Genetic algorithm 1. Initial population 2. Test 3. Crossbreed and
mutate 4. New population (better)
None
The 2006 NASA ST5 spacecraft antenna
Swarm optimization Swarming of birds, fishes
None
Ant colony optimization
Ant colony optimization
Ant colony optimization
Collective Intelligence
Where from here ?
Evolution and genetics
Swarm robotics
?
[email protected]