Sentence examples for surrogate constraints from inspiring English sources

In the proposed procedure, the master problem will be developed using the surrogate constraints.

The surrogate constraints method will be utilized to acceleration of the decomposition algorithm.

The nonlinear department area constraints are modeled in a continuous plane without using any surrogate constraints.

The reduced stochastic large-scale optimization problem is then solved via a L-shaped algorithm enhanced with surrogate constraints and Pareto-optimal cuts.

We formulate a mathematical programming model that assigns offered classes to time-slots and addresses gender issues by defining appropriate surrogate constraints along with objective penalty terms.

Some deal with uncertainties through surrogate constraints, e.g., ramp requirement [16, 17], reserve requirement [18, 19], network security constraints [20, 21], and frequency control adequacy requirement [22, 23, 24].

The next section presents a set partitioning model, then the section 'A surrogate constraint' develops the surrogate problem.

The generated problem with the strongest surrogate constraint is a valid relaxation of the main problem.

We show that the main constraints of the master problem can be replaced by the strongest surrogate constraint.

It involves a preliminary stage where the set of a surrogate model constraints required by the augmented transshipment models are built using a detailed simulation of the process.

The comparisons show that the surrogate and constraint handling combined offer improved run-time and final solution quality.