Sentence examples for use of metropolis from inspiring English sources

The chapter also uses a multimedia design as an example of the use of Metropolis.

However, we can avoid the use of Metropolis–Hastings algorithm by the following modification, motivated from importance sampling that achieves the convergence to ({nu }(G)) with the simple random walk (SRW).

We consider three alternative Markov chain Monte Carlo (MCMC) approaches based on the use of Metropolis-Hastings (MH) to estimate these key hyperparameters.

For Yu and Balaji, this provably unbiased approach [ 11] had no results within 30 minutes, so we used a variation of metropolis random walk.

While the modern use of the term "metropolis" had already been applied to a few world cities since the turn of the nineteenth and twentieth century, in 1960 Jean Gottmann introduced the successful definition of Megalopolis to indicate the recently-formed continuous urban area lying between Boston and Washington D.C. on the North-East coast of the United States.

A multilevel analytic frame was used to examine the association between district-level perceived safety and residents' self-rated health using a representative sample of metropolis, Seoul, South Korea.

Through using the probability of acceptance of metropolis process, it can be simulated the annealing mechanism in finding the lowest energy state which is the optimum solution.

One example is to use p as the transition probability of Metropolis–Hastings algorithm with target stationary distribution as uniform and q as the transition probability of a lazy version of simple random walk, i.e., with transition probability matrix ((varvec{I}+varvec{P}_{scriptscriptstyle text {SRW}})/2).

In the past 200 years, ever since the human population reached 1 billion, the use of fossil fuels, the growth of metropolises, and other influences have begun to affect the stratigraphic process, altering the physical and chemical nature of ocean sediments, ice cores, and surface deposits.

Bayesian estimation of the many parameters was done using Markov Chain Monte Carlo (MCMC) simulations with the aid of Metropolis Hastings (MH) steps (29).

This paper concludes that the heavy use of biomass for cooking in Bauchi metropolis is not environmentally healthy and requires serious attention.