Sentence examples for by maximizing a constrained from inspiring English sources

SVMs are trained by maximizing a constrained, quadratic optimization problem over Lagrange multipliers α: (28) The labels y i determine the class to which feature vector belongs and C is the so-called complexity parameter that needs to be tuned for optimal prediction performance.

We construct constrained approximate optimal designs by maximizing a criterion subject to constraints.

The spatial scan statistic (1) detects significant spatial clusters of disease by maximizing a likelihood ratio statistic F(S) over a large set of spatial regions, typically constrained by shape.

Estimates are obtained by maximizing a penalized likelihood.

(i.e., by maximizing an 'a priori' decided objective function).

Optimum contribution selection by maximizing gene diversity while constraining breeding values of the offspring or vice versa could eventually lead to the extinction of local breeds with historic migration because maximization of gene diversity or breeding values would be achieved by maximization of migrant contributions.

By maximizing the achievable system rate, a constrained optimization problem is first formulated to jointly allocate powers for the source and relay terminals.

Design modification is performed by solving a constrained optimization problem.

The size distribution was determined by a constrained regularization method.

The Maxent model is a probability distribution selected by maximizing the entropy subject, which is constrained in that the expected value of each environmental variable under this uniform distribution should match the empirical value [ 51, 52].

For this class, the problems involve minimizing (or maximizing) a linear objective function whose variables are real numbers that are constrained to satisfy a system of linear equalities and inequalities.