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What is a Genetic Algorithm?
It’s a procedure inspired in biologic
evolution (Charles Darwin), programmed in computers, and oriented to produce
solutions for problems that have been difficult to solve with classical
From that general definition we may find
other specific proposals and names like Evolutionary Algorithms, Evolution
Strategies, and Genetic Programming. They all have their origin on the
concepts expressed by Nils Aall Barricelli (1954), and John Holland (1970).|
Even if the title may suggest a rigid defined sequence of tasks, the real importance lies in the basic concepts associated with this topic.
Once we have understood and have made some reflections about these basic concepts, we are able to program them in our own algorithm, use them with other Artificial Intelligence’s concepts, or combine them with other classic methods.
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