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Generating a simpler function speeds up scoring dramatically, relative to all-atom methods, and facilitates the use of new types of search strategies.
The first type approximates the unknown function in the equation by a simpler function, often a polynomial or piecewise polynomial (spline) function, chosen to closely follow the original equation.
For example, by replacing the sum-product check node computation by a simpler function [10], to simplify the computations, or using various scheduling techniques to increase the convergence rate by altering the order of updating messages during the iteration [11], or using the forced convergence method [12].
In this method the minimisation process involves defining a trust region where the objective function SQE can be approximated with a simpler function q.
We note that functions where the output is independent of at least one input are not considered, because they can be reduced to a simpler function.
A frequently used metaphor is the one of Lego blocks: complex proteins can be created by combining existing blocks of a simpler function.
Similar(54)
-Does your device perform a simple function or a more complex one?
That is a simple function of population growth among younger communities, of whatever ethnic origin.
In part, this is a simple function of the weak economy.
"We cling to the idea," he writes, "that success is a simple function of individual merit".
This narrow distribution is inherently related to the peaked behaviour of a simple function, xe−x.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com