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Advances in machine learning, combinatorial optimization, and other types of mathematics, statistics, and computer science are increasingly being developed to address pressing problems in many discipl...
Eigenvalue problems arise in many scientific and engineering applications. They are also important in emerging areas such as big data analysis. For example, eigenvalues (or singular values) can be use...
Gibbs states and the set of solutions of random constraint satisfaction problems.
Recent results have shown that several H_2 and H_2-related problems can be formulated as convex programs with a finite number of variables. We present an interior point algorithm for the solution of t...
This paper considers moving horizon estimation (MHE) approach to solution of staged quadratic programming (QP) problems. Using an insight into the constrained solution structure for the growing horizo...
Counting the World's Poor: Problems and Possible Solutions。
In this paper, we presented an initial value approach for solving singularly perturbed two point boundary value problems with the boundary layer at one end (left or right). By employing asymptotic pow...
A time-spectral method for solution of initial value partial differential equations is outlined. Multivariate Chebyshev series are used to represent all temporal, spatial and physical parameter domain...
We propose an efficient heterogeneous multiscale finite element method based on a local least-squares reconstruction of the effective matrix using the data retrieved from the solution of cell proble...
We carry out spectral analysis of one class of integral op- erators associated with fractional order differential equations that arise in mechanics. We establish a connection between the eigenvalues...
We use collocation methods to solve fractional boundary value problems. Analytically, we study the existence and uniquenes theorem of the collocation solutions, and discuss some error estimates. We ...
We solve four kinds of two-point boundary value problems of fractional differential equations with Caputo抯 derivatives or Riemann-Liouville Derivatives. Analytically, we introduce the fractional Gree...
In this paper, a domain decomposition method with lagrange mul- tipliers based on geometrically non-conforming subdomain partitions for three dimensional linear elasticity is considered. Because of ...
In this paper we propose a substructuring preconditioner for solving three-dimensional elliptic equations with strongly discontinuous coe±cients. The new preconditioner can be viewed as a variant of...
In this paper, we consider the cascadic multigrid method for a parabolic type equa- tion. Backward Euler approximation in time and linear 痭ite element approximation in space are employed. A stabilit...

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