molecular dynamics simulation has been performed to analyze the effect of the presence of gold nanoparticle on dynamics of kob-anderson binary lennard-jones (blj) mixture upon supercooling within the framework of the mode coupling theory of the dynamic glass transition. the presence of gold nanoparticle has a direct effect on the liquid structure and causes the peaks of the radial distribution ...

Let (X,P ) be an irreducible, random walk on the state space X which is at most countable. We suppose that the (usually infinite) stochastic matrix P describes a Markov chain {Zn}n∈N defined on a probability space (Ω,F ,P) with transition probabilities p(x, y) := P[Zn+1 = y|Zn = x] homogeneous in time. Besides we consider the n-step transition probabilities {p(x, y)}x,y∈X which represent the st...

The operation and maintenance is one of the most important territories of the automotive industry. From the mathematical point of view, maintenance is a discrete state space stochastic process without after-effects, so it can be modeled as a Markov-chain. After determination of probability densities of changes of operational states and setting up the transition probability matrix, a matrix-alge...

This paper proposes recursive least-squares (RLS) l-step ahead predictor and filtering algorithms with uncertain observations in linear discrete-time stochastic systems. The observation equation is given by         y k k z k v    k  , , where is a binary switching sequence with conditional probability. The estimators require the information of the system state-transition matrix   ...

OBJECTIVE For extended-release drugs with multi-compartment kinetics, such as topiramate, effective half-life (t1/2eff) may be a more clinically relevant parameter than elimination half-life (t1/2z). Using topiramate as a real-life example, the objective was to compare these half-life values for immediate- and extended-release topiramate (TPM-IR and USL255, respectively) to understand how drug ...

This paper describes a procedure for a multitemporal interpretation of vegetation areas in Brazil using Landsat TM images. We started with a monotemporal interpretation of the first epoch of the scene by using both spectral and structural features. For interpretation of temporal changes we discretely described temporal conditions of regions, and transferred the most probable temporal changes of...

The prediction of switching dynamical systems requires an identiication of each individual dynamics and an early detection of mode changes. Here we present a uniied framework of a mixtures of experts architecture and a generalized hidden Markov model (HMM) with a state space dependent transition matrix. The specialization of the experts in the dynamical regimes and the adaptation of the switchi...

Abstract This paper introduces the six distribution levels of physical object layer, perception storage operation analysis layer and parallel control future power grid architecture. On this basis, a more targeted model is proposed. Starting from resource level grid, abstract method used to analyse changes architecture nodes in different virtual agent sets. The detailed system are described thro...