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Intelligent selector is a tool designed to ease the process of selecting an entity
from a pool of objects by considering the weight assigned to the entity. It utilizes
either of the two algorithms to select an entity. The two algorithms involved are
(i) the random probability algorithm and (ii) the deterministic probability algorithm.
The deterministic algorithm considers weight only when selecting an entity from the
pool. The entity which hasn't appeared for a while is the one which gets selected.
Such an approach results in a similar sequence of selecting an entity and the entity
being selected a particular times per number of tries. On the other hand, the
random probability algorithm adds randomness when it comes to selecting an entity.
Such an approach results in varied sequences of selection and doesn't guarantee an
item being selected a particular number of times in a number of tries.
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January 19, 2022