Sentence examples for choice of proposal from inspiring English sources

The simulation studies underline the crucial role played by the choice of proposal distribution in formulation of particle filters.

11 A good choice of proposal density can delay but not stop the effect [22]. 12 This, of course, leads to a loss of diversity among the particles.

As pointed out by Daum (2005), particle filters require a proposal distribution and the choice of proposal distribution is the key design issue.

As pointed out by Daum [2], particle filters require a proposal distribution and the choice of proposal distribution is the key design issue.

Mr. Suozzi's choice of a proposal would then go to the Legislature, where public hearings would precede a vote.

It is critical for the performance of the algorithm the choice of the proposal density.

The choice of the proposal density is critical for any SMC method.

Indeed, one choice of the proposal distribution is q k - 1 ∼ N ( μ ( k - 1 ), D ( k - 1 ) ).

A crucial issue in MCMC is the choice of a proposal probability density function (pdf), as this can strongly affect the mixing of the MCMC chain when the target pdf has a complex structure, e.g., multimodality and/or heavy tails.

Our choice of the proposal distribution for the time-scaling factors k is an uniform distribution, where the probabilities for the three allowed transitions, i.e. +4 h, −4 h and 0 h, are 1/3.

The system of MODALITY TYPE represents the choice of a proposition or a proposal.