Difference between revisions of "Bio-inspired Computing"

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[http://en.wikipedia.org/wiki/Bio-inspired_computing Bio-inspired Computing] is a subset of [http://en.wikipedia.org/wiki/List_of_metaphor-based_metaheuristics metaphor-based metaheuristics]
 
[http://en.wikipedia.org/wiki/Bio-inspired_computing Bio-inspired Computing] is a subset of [http://en.wikipedia.org/wiki/List_of_metaphor-based_metaheuristics metaphor-based metaheuristics]
  
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The world of AI has a lot of things around it to thank for its existence in our technological landscape of today. Not only have humans spent decades of research perfecting the mathematical calculations to make these wonderfully complex learning algorithms work but during this time we have looked further than our own species as inspiration to make the next generation of intelligent presence on our planet. Mother Nature, and all that it encompasses, has it’s roots firmly planted in the workings of Artificial Intelligence — and it’s here to stay. [http://towardsdatascience.com/5-ways-mother-nature-inspires-artificial-intelligence-2c6700bb56b6 5 Ways mother nature inspires artificial intelligence | Luke James - Towards Data Science]
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The world of AI has a lot of things around it to thank for its existence in our technological landscape of today. Not only have humans spent decades of research perfecting the mathematical calculations to make these wonderfully complex learning algorithms work but during this time we have looked further than our own species as inspiration to make the next generation of intelligent presence on our planet. Mother Nature, and all that it encompasses, has it’s roots firmly planted in the workings of Artificial Intelligence — and it’s here to stay. [http://towardsdatascience.com/5-ways-mother-nature-inspires-artificial-intelligence-2c6700bb56b6 5 Ways mother nature inspires artificial intelligence | Luke James - Towards Data Science]
  
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...two algorithm concepts:
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* <B>Search/Pathfinding</B> are essentially programs that are designed to find the best/shortest route to an objective. For example, the travelling salesman problem is a typical search optimization issue where you are given a list of cities and distances between those cities.
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* <B>Predictive Modelling</B> uses statistics in order to predict outcomes. You often hear Data Scientists attempting to solve two kinds of predictive modelling problems, Regression and Classification.
  
 
http://cdn-images-1.medium.com/max/800/1*a4vWumZe1mE7QfeCbEu3jQ.png
 
http://cdn-images-1.medium.com/max/800/1*a4vWumZe1mE7QfeCbEu3jQ.png

Revision as of 18:22, 8 September 2019

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Bio-inspired Computing is a subset of metaphor-based metaheuristics

The world of AI has a lot of things around it to thank for its existence in our technological landscape of today. Not only have humans spent decades of research perfecting the mathematical calculations to make these wonderfully complex learning algorithms work but during this time we have looked further than our own species as inspiration to make the next generation of intelligent presence on our planet. Mother Nature, and all that it encompasses, has it’s roots firmly planted in the workings of Artificial Intelligence — and it’s here to stay. 5 Ways mother nature inspires artificial intelligence | Luke James - Towards Data Science

...two algorithm concepts:

  • Search/Pathfinding are essentially programs that are designed to find the best/shortest route to an objective. For example, the travelling salesman problem is a typical search optimization issue where you are given a list of cities and distances between those cities.
  • Predictive Modelling uses statistics in order to predict outcomes. You often hear Data Scientists attempting to solve two kinds of predictive modelling problems, Regression and Classification.

1*a4vWumZe1mE7QfeCbEu3jQ.png

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