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This property of the saturation indicator concept is exploited by augmenting the LPV controller by a damper force reconfiguration which explores the weak input redundancy provided by four semi-active dampers.
The paper presents a model predictive allocation scheme for constrained over-actuated linear systems, for which input redundancy entails the existence of multiple trajectories in the state space yielding a given reference output.
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To quantify these two sources of ill-conditioning, we define input and output redundancy angles, and relate these angles to the size of the plant inverse and condition number.
OligoArray output, besides microarray design, provides hints on the quality (e.g. degree of redundancy) of input sequences by declaring how many specific probes can be designed based on input sequences.
Another study [13] used in vivo spike trains recorded from monkeys to derive a synapse model with activity-dependent depression, showing a decrease in redundancy from input to output spike train.
Now word counting is handled more efficiently for input datasets with high redundancy, by maintaining a smaller counting array for hit representatives instead of a full counting array for every representatives.
In this contribution, a measure for the correlation and redundancy of inputs to the system based on an Gramian-like output controllability matrix is presented.
where (underline {mathbf {x}}_{p_{1}}(n)) and (underline {mathbf {x}}_{p_{2}}(n)) are the redundancy-removed input vectors with orders p 1 and p 2, respectively.
where (underline {mathbf {h}}_{p}) is the pth-order redundancy-removed coefficient vector, which is composed of coefficients (underline {h}_{p(m_{1},dots},m_{p}m_{p})}), and (underline {mathbf {x}}_{p}(n) = mathbf {L}_{p} [mathbf {x}_{p-1}(n) otimes mathbf {x}_{1}(n)] ) is the pth-order redundancy-removed input vector with L p denoting the pth-order elimination matrix [9].
The mild effects of ap mutation on lms expression could either be due to the absence of regulatory inputs or to functional redundancy of ap with other regulators.
a method for robustness analysis of a configured objective function; methods to calculate fluxes when the non-measured fluxes can be calculated from the input constraints, and exploiting redundancies when additional data are available; a suitable model visualization tool to facilitate the interpretation of results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com