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In some new attempts sparse representation and the compressive sensing concept have been extended to solving multichannel source separation [191 194].
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Now, the research of this method has been extended to solve many development equations.
In more recent times, SVMs have been extended to solve multiclass-classification problems.
Several well-known interactive-based segmentation methods have been extended to solve co-segmentation problem.
SVM has also been extended to solve multiclass separation problem using mainly one-versus-all and one-versus-one techniques.
Very recently, the split problem has also been extended to solve other problems, such as the split monotone variational inclusions and the split variational inequalities, please refer to [15, 17 22] and [23 25].
On the other hand, many algorithms of the 1-D DOA estimation have been extended to solve the 2-D cases [10, 11]; however, a few have considered the effect of mutual coupling or any other array errors [12].
Recently the Quadrature Method of Moments (QMOM) has been extended to solve several kinetic equations, in particular for gas-particle flows and rarefied gases in which the non-equilibrium effects can be important.
We do it for the following two reasons: first, the LPG-PCA method using the channel-by-channel approach has been extended to solve the color image denoising problem; second, the multiplicative noise can be converted into additive noise by logarithmic transformation.
The spectral gradient with step size (alpha_{k}^{mathrm{II}}) has been extended to solve the constrained equations (1) by Yu et al. [6], however, as discussed in the Introduction, we do not know whether the method in [6] possesses the linear convergence rate.
Future work will be extended to solving the given model in the case of fluid flow.
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