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Incidentally, we are using a vector of weighting factors ε instead of a unique multiplication by scalar factor ε. This, however, does not modify derivation nor the final result.
Return as the solution of a vector of weighting factors.
In the context of the PTS-AIC, a particle represents a vector of weighting factors.
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where w i is a vector of weights.
where w i =[w 1,w 2,… w KM ] T is a vector of weights.
In this method, each map task performed a whole evolutionary feature weighting cycle in its data partition and emitted a vector of weights.
Let and be the corresponding encoding and decoding mappings, that is, for, and is a vector of weight at most such that its syndrome, with respect to, is.
where y is a column vector of pixels in Y and w i T = [ W ( i, 1 ), W ( i, 2 ), …, W ( i, N ) ] is a vector of weights for each i.
If the selected algorithm has the inherent capability to determine the importance of each descriptor, as for Elastic Net, a vector of weights for the models can be defined.
Here, for simplicity and interpretability, we start with the linear models, i.e., hn,t=xn,t·w, where w∈R d is a vector of weight coefficients to combine the d variables.
This paper attempts to present a method for differentiating between multi-attribute decision procedures and to identify some competent procedures for major decision problems, where a matrix of alternative-measure of effectiveness and a vector of weights for the latter are available.
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