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Support Vector Machines Approach to Conditional Simulation of Non-Gaussian Stochastic Process
Publisher: American Society of Civil Engineers
Abstract: The problem of conditional simulation of non-Gaussian stochastic processes and fields has gained a significant interest recently because of its applications in many fields, such as wind engineering, ocean engineering, and ...
Simulation of Non-Gaussian Stochastic Process with Target Power Spectral Density and Lower-Order Moments
Publisher: American Society of Civil Engineers
Abstract: In this paper, a direct simulation algorithm is presented for the generation of a class of non-Gaussian stochastic processes according to target lower-order moments and prescribed power spectral density (PSD) function. The ...
Differential Transformation and Its Application to Nonlinear Optimal Control
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A novel numerical method based on the differential transformation is proposed for solving nonlinear optimal control problems in this paper. The differential transformation is a linear operator ...