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Each iterate switches to backtracking step generated by affine scaling inexact Levenberg Marquardt method and satisfies strict interior point feasibility by line search backtracking technique.
Because one bp of nucleosomal DNA fluctuates much faster (>1000 see; see 'Materials and methods' for the derivation) than Pol II stepping (∼1 s−1), the nucleosomal DNA in front of the polymerase reaches wrapping/unwrapping equilibrium between each backtracking step.
The complexity of the algorithm is mainly attributed to the calculation of the bound M X ̂ ( i ) (step 2) and the backtracking (step 3).
It is possible to rationalize this observation if the mutation selectively influences the kinetics of the first backtracking step (kb1 and/or kf1) without affecting subsequent backtracking steps, given that pauses of short durations involve small backtracking excursions and that entering the 1-bp backtracked state is distinct from entering longer backtracked ones (kb1 is different from kbn, n≥2).
A backtracking step (see Algorithm 2), where the chosen path that lead to the assignment with best score in T n+1,1 is reconstructed.
Our data here suggest that the first backtracking step should be treated differently, consistent with published structural data (Wang et al., 2009; Cheung and Cramer, 2011) (see 'Discussion').
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Third, the first backtracking step appears to be unique from further backtracking steps in two aspects.
Then Algorithm 1 will produce an iteration (x_{k+1}=x_{k}+alpha_{k}d_{k}) in a finite number of backtracking steps.
We use CFS together with a backward best-first search, which continually catches the best 100 subsets and terminates after 50 backtracking steps The search algorithm as well as CFS are implemented in the Weka machine learning library (Whitten and Frank, 2005).
Once the tour's over, I'd recommend backtracking your steps to The Spice Market in Eminönü, where you can snack on delicious dried fruit leathers at Malatya Pazari (shop 44) and goatskin-ripened cheeses at Cankurtaran Gida (shop 33).
Companies with chips that have gone only part way through the manufacturing process would most likely have to backtrack a step and rework those chips when the power returns.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com