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For questions about the concept of a chromosome (or genotype) in the context of genetic algorithms (a specific type of evolutionary algorithms). The chromosome can be represented as a binary or real-valued array, but there are other representations of solutions, especially in genetic programming (another sub-field of evolutionary algorithms), where solutions are often represented as trees.

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Are there clever (fitness-based) crossover operators for binary chromosomes?

It's not obvious what you mean by "intelligent crossover". However, it is common to use fitness-based selection of parents: individuals in the current population who have higher fitness are assigne …
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