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The Intel random number generators are contained in the vector statistical library (VSL).
Thus, the source-to-destination channel coefficients are contained in the vector h sd.
The primary purpose of the second decoding stage shown in Figure 3 is to solve the problem that the number of nonzero elements (ones), M ̂ p (the Hamming weight), contained in the vector x ̂ B is not necessarily equal to the integer M p adopted for PC signaling.
Other covariates are contained in the vector X.
The LP formulation is similar to Eq. 2, except that the parameters contained in the vector t are segregated into three types (4) t = t free t inactive t active where t free ≥ 0 ¯, t inactive = 0 ¯ and t active > 0 ¯ It is also straightforward to introduce yield or flux constraints into Eq. 2, such as product flux and growth rate for a fixed substrate uptake.
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Hence, all the possible configurations are contained in the vectors M1 and M2.
The design problem is formulated as a MINLP where the decision variables are contained in the vectors y and x and the objective function to maximize is Z in (3), subject to the system's dynamics (1).
The number of measurements used in the feature vector is a compromise between the time it takes to get the number of measurements required for a full feature vector and the amount of information contained in the feature vector.
These values are contained in the target vector defined as t = [t 1, t 2, ⋯, t P ] T, with values of 1 in the case of speech and 0 in the case of noise.
where Nb is the number of bits contained in the symbol vector s and I n (x) equals 1 when the decision about the n th bit is wrong and zero otherwise.
Each of the 5 overexpressing strains showed increased expression of the gene contained in the transformation vector (Additional file 1: Figure S4 A-D).
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