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We discuss some MCMC methods motivated by methods for nonlinear optimization.
He has contributed to mathematical optimization theory and iterative methods for nonlinear problems.
Several time integration methods for nonlinear systems are compared.
In this course I will discuss modern econometric methods for nonlinear models, including maximum likelihood and generalized method of moments.
This paper reviews the recent advances in computational methods for nonlinear normal modes (NNMs).
Feedback linearization is a natural first step in developing nonlinear control design methods for nonlinear PDEs.
Fundamentals of numerical linear algebra (linear systems, eigenvalues and SVDs), on which we'll build iterative methods for nonlinear systems and multivariate optimization.
In the second half of the course, the above are used to build iterative methods for nonlinear systems and for multivariate optimization.
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method for nonlinear wave propagation.
"A high-order spectral method for nonlinear wave-body interactions," Journal of Fluid Mechanics, 245: 1992136 (1992) (with Liu, Y., Dommermuth, D.G.).
In this paper, we propose a novel identification method for nonlinear discrete dynamic systems.
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