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Genetic algorithm individual vs chromosome

I am trying to understand genetic algorithm principles. I am following this http://www.ai-junkie.com/ga/intro/gat2.html and this tutorial: Second tutorial. Both of these tutorials mention terms such as individuals and chromosomes in search space (a space where possible solutions are living).

When following the second tutorial, I somehow read from there that individual is actually same as chromosome. So is it true that actually solutions in a population are chromosomes? If so, why is even the term individual used?

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user4080732 Avatar asked Dec 04 '25 17:12

user4080732


2 Answers

Yes, they are often used interchangeably. However, some would say that the difference is like computer code vs the output of that code. A chromosome encodes an individual (but the individual is not a chromosome). Also like a genotype encodes a phenotype.

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Ray Avatar answered Dec 06 '25 10:12

Ray


Okay, based on this tutorial paper: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=538609

I have concluded that chromosome can be represented by genes of chromosome and gene is one part of chromosome. So to sum it up, individuals can be called as chromosomes as well.

I think I have made right conclusions.

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user4080732 Avatar answered Dec 06 '25 10:12

user4080732



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