Evolutionary Algorithms: Introduction Jiˇr´ı Kubal´ık Department of ...
Evolutionary Algorithms: Introduction Jiˇr´ı Kubal´ık Department of ...
Evolutionary Algorithms: Introduction Jiˇr´ı Kubal´ık Department of ...
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pReplacement Strategy<br />
Replacement strategy defines<br />
how big portion <strong>of</strong> the current generation will be replaced in each generation, and<br />
which solutions in the current population will be replaced by the newly generated ones.<br />
Two extreme cases<br />
Generational – the whole old population is completely rebuild in each generation (analogy<br />
<strong>of</strong> short-lived species).<br />
Steady-state – just a few individuals are replaced in each generation (analogy <strong>of</strong> longer-lived<br />
species).<br />
<strong>Evolutionary</strong> <strong>Algorithms</strong>: Intro