Encoding Techniques in Genetic Algorithm Binary Value Permutation Tree Encoding by Mahesh Huddar

Pubblicato il: 13 aprile 2024
sul canale di: Mahesh Huddar

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Encoding Techniques in Genetic Algorithm Binary Value Permutation Tree Encoding by Mahesh Huddar

The first stage of the genetic algorithm is the encoding or representation of chromosomes.
For example, for the problem 𝑓(𝑥)=𝑥^3 , where x ranges from 0 𝑡𝑜 15, any value of 𝑥, say 3 or 5 or 9, can be a solution as this remains unknown at the beginning of the problem.
These are called potential solutions also called candidate solutions.
The representation of the candidate solution into a suitable form is called encoding.

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The following concepts are discussed:
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