Sentence examples for proposal function from inspiring English sources

A particle filter with a problem-tailored proposal function was used as the underlying data assimilation procedure.

For any bounded target, π(x), the resulting proposal function, (q_{t}(x|mathcal {S}_{t})), is also bounded.

In particular, we present a new proposal function for equilibrium sampling of paths with a Monte Carlo dynamics (the so-called "brownian tube" proposal).

As the proposal function q t becomes closer and closer to π, the probability of adding a new node to (mathcal {S}_{t}) decreases.

Such proposal function entails that the weighting of the particles is proportional to their likelihood function, i.e., (w_{t+1}^{(m)} propto w_{t}^{(m)} fleft (y_{t+1}|x_{t+1}^{(m)}right)).

where (widetilde {q}_{2}(x|mathcal {S}_{t})) is a sticky proposal pdf built as described in Section 3. The density (widetilde {q}_{1}(x)) is a generic proposal function with an explorative task.

An iterated version of ultimatum game, based on generalized probabilistic strategies, which are mathematically modeled by accepting proposal functions is presented.

The sampler includes a set of MCMC proposal functions that offer significant mixing improvements over a previously published method.

The other scheme is the work of Ewing et al. (2004), who have published a set of simple and fast proposal functions that act solely on the migration events on the structured genealogy.

In this article, we introduce a new set of MCMC proposal functions (or 'operators') that provide an efficient means of using serially sampled sequence data to infer the full structured tree and related model parameters (including mutation rates) under the structured coalescent.

Your proposal functions much like a contract when accepted by the client.