Scalability of Entropy Reduction Engine Architectures
Scalability of Entropy Reduction Engine Architectures
The major impact of scaling the current architecture to larger problems involves an increase in the size of the projection search space.
Specifically, if the applicability of the SCRs
also scales up to more complex problem,
the
architecture should perform just as well as in smaller problems,
or at least proportional to the number of SCRs available to the system
(an example of the Utility Problem).
Scalability is also related to the computation time allotted;
scaled-up problems tend to require deeper searches in the problem space,
so degradation in the anytime characteristics is expected.
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