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The evaluation shows that the less candidate patterns make algorithms faster.
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Therefore, any condition that makes Algorithm 4 backtrack faster or that minimizes the number of times the extension operator is called would be a significant contribution to the solution of the problem.
However, in practice we can make the algorithm faster by adding a switch (parameter findAll) to stop the algorithm after finding the first solution (line 10).
This is a heuristic to make the algorithm faster for the majority of spots, since counting the number of 'present' spots in the initial square uses a relatively large amount of computational time.
Although we could use all spanning set elements to generate candidates and then proceed to the verification step, we can make our algorithm faster if we designate some elements for generating candidates (Fig. 3D) and reserve others for a separate filtering step (Fig. 3E).
To make the memetic algorithm faster, we estimate the variation of the objective function based on POF in the local search as part of an operator in memetic algorithms.
NGB's Archemax system has been created off the back of decades of data, and its inventors say its algorithms make it faster and more efficient than anything else on the market.
Thus, we see that stepsizes (3.3) and (3.14) not only have simper formats than before, but also can make CQ algorithms have faster iteration and better restored precision.
The fact that the GOF test can be used to simultaneously test for the coelution of multiple peaks might well make the associated clustering algorithm faster than methods that are based exclusively on pairwise comparisons.
In simulations of breeding schemes and in cross-validation testing of GW-EBV, the large number of EBV evaluations required may make our fast algorithm the only means to implement BayesB type genome-wide breeding value estimation.
Parallel imaging technique, which combines the design of the phase-arrayed coil and various image reconstruction algorithms, makes the faster data acquisition possible.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com