Professional Certificate in Numerical Analysis for Structural Engineering
-- ViewingNowThe Professional Certificate in Numerical Analysis for Structural Engineering is a crucial course designed to equip learners with the essential skills required to analyze and design structures using advanced numerical methods. This program focuses on the importance of computational methods in structural engineering, meeting the industry's increasing demand for experts who can apply these techniques to solve complex problems.
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⢠Introduction to Numerical Analysis – Basic concepts, history and applications of numerical analysis in structural engineering.
⢠Finite Difference Method – Derivation, implementation and applications of finite difference method for solving ordinary and partial differential equations.
⢠Finite Element Method – Basic principles, formulation and implementation of finite element method for structural analysis.
⢠Matrix Analysis – Matrix manipulation techniques, Gaussian elimination, LU decomposition and solution of linear equations.
⢠Eigenvalue Analysis – Eigenvalues and eigenvectors, power method, inverse iteration and subspace iteration methods.
⢠Interpolation and Approximation – Polynomial and spline interpolation, curve fitting, least squares approximation and numerical differentiation.
⢠Numerical Integration – Trapezoidal and Simpson's rules, Gaussian quadrature, numerical differentiation and double integration techniques.
⢠Nonlinear Analysis – Newton-Raphson method, arc-length method, continuation methods and bifurcation analysis.
⢠Optimization Methods – Linear and nonlinear programming, gradient-based and derivative-free optimization methods, sensitivity analysis and optimization under uncertainty.
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