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.