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The sample set is not divided in a long- and short-term memory, but the bias of single sample set methods towards recent data is alleviated by a random replacement update scheme.
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In addition, supporting the steady-state evolution model (SSGA) adds replacement and update plans to parameter selection.
However, the benefit of the steady-state model is that replacement and update plans constitute a gateway for deciding who will take part in the population.
If the best offspring solution outperforms the parent solution (which is the case of Figure 1.d with the best offspring solution represented as a star), the replacement (or update) is carried out.
Fads happen in all walks of life but the more ephemeral, transitory and prone to needing replacement or updates, the more likely it is to be a fad.
Photography Bay points out that it could either be a D60 replacement or an update to the D3s.
Limited device inventory at Apple resellers are often considered the first indicator of replacement products or updates waiting in the wings.
Meantime, in each internal node up toward the root node, the optimal replacement plan is updated.
The European Commission has since negotiated an updated replacement mechanism (aka: The EU-US Privacy Shield) — which is now used by more than 3,400 companies to simplify the process of authorizing transfers of EU citizens' personal data to the US.
The very oddness of these words awoke in me an urgent longing for their updated replacement: for a God, a belief system, compassionately attuned to the natural world, whose worship breaks down borders, savors truth and celebrates our equality and interdependence.
Menopausal status and use of oestrogen replacement therapy were updated every 2 years.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com