Let be the optimized value which minimizes the term from (6), then: (7).
Since MSE min does not depend on g s, the MSE is minimized by minimizing the term MSE excess which can be controlled through the path selection vector g s.
Since the second constraint is only related to T ab, and the last constraint is only related to T ba, the joint optimization problem can be decoupled into two subproblems, i.e., optimizing T ab to minimize the first term in objective function with the constraint T ab ≥ Tmin1, and optimizing T ba to minimize the second term in objective function with the constraint T ba ≥ Tmin2.
One tries to make an optimal choice of α ( x ) in order to minimize the error term.
This approach will minimize the interference term in of (7) while the user terminals in second femtocell will loose gain from transmit beamforming because is selected independently from the second cell user channels.
To minimize the first term is to maximize the classifier margin, as in a standard SVM.
Clinicians should carefully consider the presence of one or more of these risk factors in pregnant women and try to minimize the long term use of prescription opioids when clinically viable.
Educational programs for teachers, parents, caregivers, coaches and paramedics could help to minimize the long term effects of trauma and to achieve better prognoses through immediate and correct treatment.
Thus, it maintains the largest number of maternal lineages and can be coupled with breeding schemes that minimize the longer term effects of inbreeding (such as mating the male from the last family in the row with the female from the first family).
How can you minimize the short-term "noise" and keep the focus on long-term value?
