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1.
In this Note, we present an efficient method to approximate the expectation of the response of a one-dimensional elliptic problem with stochastic inputs. In conventional methods, the computational effort and cost of the approximation of the response can be dramatic. Our method presented here is based on the Karhunen–Loève (K-L) expansion of the inverse of the diffusion parameter, allowing us to build a base of random variables in reduced numbers, from which we construct a projected solution. We show that the expectation of this projected solution is a good approximation, and give an a priori error estimate. A numerical example is presented to show the efficiency of this approach.  相似文献   

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Using the Cauchy–Binet formula, one shows that it is possible to simplify the convergence proofs of the tridiagonal QR algorithm with shifts due to Wilkinson (1968) [12], Hoffmann–Parlett (1978, 1998) [3], [7], and Jiang–Zhang (1985) [4], including the quadratic or cubic convergence results.  相似文献   

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We use the theory of compact groups representations in building goodness-of-fit tests for the Haar probability measure. An interpretation of a duplication identity already known for the celebrated circular test of G. Watson is given in terms of representation theory.  相似文献   

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We establish pointwise and uniform large deviations principles for nonparametric kernel density estimators. The estimates are based on sequences of independent and identically distributed real random variables.  相似文献   

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We consider a kernel estimate of the regression when the response variable is in a Banach space and the explanatory variable takes its values in a semi-metric space. Our main result states the almost complete convergence (with rate) of the constructed estimate when the sample considered is a β-mixing sequence.  相似文献   

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Motivated by the prediction of certain types of continuous time processes, we study, here the estimation and the prediction of hilbertian linear processes. Only results about almost sure convergence are given.  相似文献   

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We propose a time domain decomposition method that breaks the sequentiality of the integration scheme for systems of ODE. Under the condition of differentiability of the flow, we transform the initial value problem into a well-posed boundary values problem using the symmetrization of the interval of time integration and time-reversible integration scheme. For systems of linear ODE, we explicitly construct the block tridiagonal system satisfied by the solutions at the time sub-intervals extremities. We then propose an iterative algorithm of Schwarz type for updating the interfaces conditions which can extend the method to systems of nonlinear ODE.  相似文献   

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We describe a nonlinear technique to eliminate oscillations appearing in the discretization of diffusion operators with hybrid schemes.  相似文献   

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We give an alternative proof, based on the Monge–Ampère equation, of Dacorogna and Moser?s result (Dacorogna and Moser, 1990) [4] on the solvability with optimal regularity of the Dirichlet problem for the prescribed Jacobian equation.  相似文献   

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In this Note we state a decomposition theorem into bunches of branches (i.e. analytically irreducible germs) for the generic polar curves of a reduced germ of a plane analytic curve, with equation ƒ(x, y) = 0. They are the curves with equation ∂f(x, y)/∂yτ∂f(x, y)/∂x = 0 with generic τ. All the branches of the same bunch have the same contact with each branch of C. A number of the first terms of the Puiseux expansion of each branch of the polar is therefore independent of τ; this number depends only on the bunch to which the branch belongs. This generalizes results of H.J.S. Smith [8], M. Merle [7] (where C is a branch), E. Casas [1], F. Delgado [2]. We show by an example that it is also optimal. We have shown elsewhere that it implies the results of Lê-Michel-Weber [6].  相似文献   

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We establish almost sure and in mean large deviations theorems for the leaf structure of binary search trees (b.s.t.). To this end, a parameterized family of martingales is introduced. This family also allows us to have asymptotic results on the number of final leaves of a b.s.t.  相似文献   

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Entropic and positive Godunov-type schemes are constructed for gas dynamics and magnetohydrodynamic equations in Lagrangian coordinates. These schemes are natural extension of already known Roe schemes.  相似文献   

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