Sentence examples for sampled designs from inspiring English sources

Solving a discrete stochastic optimization problem involves two efforts: one is to sample and search the design space; and the other is to estimate the performance values of the sampled designs.

More specifically, we consider a broad class of optimization algorithms that sample a set of feasible system designs in each iteration, conduct simulations at the sampled designs in an effort to estimate the performance of these designs, and then use the simulation results to decide on what designs should be sampled in the next iteration and on the current estimate of the optimal system design.

DEGS1 has a two-stage stratified cluster sampling design [ 20].

We used a multistage cluster sampling design [ 13].

A stratified multi-stage cluster sampling design was used.

Microeconometrics and empirical methods; natural experiments; and matched sample designs.

Precisely, we define and study a new class of sampling designs: determinantal sampling designs.

First, there is variation in sampling designs and sampling frames across countries (Mohadjer et al. 2013).

Complex sampling designs regularly incorporate unequal selection probabilities.

Therefore, repeat sampling designs will be necessary to characterize exposure.

Details of the methodology (sample design, sample size and sampling procedure) have been published elsewhere [ 2].