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— | doc:optimizer [2021/06/28 10:48] (current) – created thomas | ||
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+ | ====== SCONE Optimizers ====== | ||
+ | The goal of an [[ref: | ||
+ | |||
+ | ==== Optimization Algorithms ==== | ||
+ | Currently, two types of Optimizers are available in SCONE: [[ref: | ||
+ | |||
+ | ==== Stop Conditions ==== | ||
+ | Optimizers will run continue to run until one of the following conditions has been met: | ||
+ | * The user has aborted the optimization, | ||
+ | * The optimization has reached its maximum number of iterations / generations, | ||
+ | * The fitness has stopped improving, as set by the `min_progress` and `min_progress_samples` settings (see [[ref: | ||
+ | * There is no difference between the fitness of individuals within one generation, so-called //flat fitness//. | ||
+ | |||