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The open-loop control method features fuel blend ratio detection, which is a new dimension of input for the conventional MAP based engine management system.
Training data are ((x_{i},y_{i} )_{n, times,(p + 1)}) where (n) is the number of samples and (p) is the dimension of input variables.
In the kernel methods, the dimension of a kernel matrix is determined by the number of training samples instead of the dimension of input samples.
is the weight vector; (y_{{{ki}}} ) is oput data; ({j}=1ldots n), n is dimension of input data set; ({k}=1ldots m, m) is the number of IF-THEN rules.
As we are curious about the benefits of using padded layers to build deeper networks on data where one dimension of input volume is small, comparing a six layer network against a three layer network is unfair.
It can improve the temporal smoothness of the extended HF spectrum, without increasing the dimension of input feature and without burdening the storage space and computational complexity for enhanced/more sophisticated statistical models.
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This approach is introduced through the use of PCA to decrease the dimension of input-independent variables (Aguilera et al. 2006) and the use of logistic regression (LR) to predict the first priority of available and suitable type of product which can be selected to make a practical and effective detailed production schedule.
Because we must apply these methods many times in the simulation study, we set the dimension of inputs and the number of sampled inputs are small.
In fact, the numerical comparison in this article shows that the vertex representation is less computationally intensive than the hyperplane representation in the case when the dimension of inputs for engine models is more than five.
The big data is reduced in such a way that high dimensions of input space do not affect the cardinalities of corsets.
The developed mathematical model avoids the generalized inverse process associated with rectangular matrices when dealing with multi-input/multi-output (MIMO) systems in which the dimensions of input and output are different.
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