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Replication

28.11.2023 · AE531128
In evolutionary optimization, replication is like making copies of the best solutions. Imagine a survival contest where top performers are cloned. These copies then undergo changes (mutations) or combine features (crossover) to create new solutions. Replication ensures good traits are passed on, increasing chances that future generations will perform even better. It's used in algorithms to solve complex problems, where keeping and tweaking successful solutions gradually leads to finding the best or a very good answer.
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Individual|Genotype|Chromosome

28.11.2023 · AE531128
In evolutionary optimization, an "individual," also termed a "genotype" or "chromosome," is a candidate solution to a problem. Think of it like a recipe where each ingredient is a parameter of the solution. These parameters are the "genes" of the individual. Together, they define how the solution behaves or performs. Like in natural evolution, these individuals can be altered (mutated) or combined (through crossover) to create new solutions, in the quest to find the best or most effective answer.

Population

28.11.2023 · AE531128
Population is a set of individuals.