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In many variational problems, weak lower semicontinuity is an essential condition for the existence of minimizers, using the minimization method.

A mutual graph cut-based minimization method is developed to minimize the energy pairs.

A mutual graph cut-based minimization method is developed to minimize the energy pairs.  .

Any minimization method can be applied to minimize J.

The key ingredient is a special constrained minimization method.

Among them, equivalent loads minimization method is one method.

We considered four different values of q = 0.1,0.5,0.7,1 for both the l 2/l q  minimization method and the l q  minimization method.

Yang presented a new approach to track the signal subspace using an unconstrained minimization method [13].

The gasification is simulated by Aspen plus based on Gibbs free energy minimization method.

For example, Recht et al. [8] proposed a nuclear norm minimization method for the matrix reconstruction.

The general formulation of the problem has been solved using a Lagrangian minimization method.

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