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Advanced Engineering Mathematics, Lecture 6.4: Solving PDEs with Fourier Transforms
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Advanced Engineering Mathematics, Lecture 6.4: Solving PDEs with Fourier Transforms
The Fourier transform takes a function f(x) of position and outputs a function of frequency, ω. It turns x-derivatives into multiplication by iω, and so it can be used to solve an ODE by turning it into an algebraic equation. The Fourier transform can turn a PDE in the multivariate function u(x,t) into an ODE in û(ω,t), where ω can be regarded as a constant. In this lecture, we show how the Fourier transform of a Gaussian function is another Gaussian. Then we solve a second order ODE with a generic forcing term using Fourier transforms. Finally, we solve a Cauchy problem for the heat equation on the real line with a Fourier transform, which we did in an earlier lecture using a different method.
The Fourier transform takes a function f(x) of position and outputs a function of frequency, ω. It turns x-derivatives into multiplication by iω, and so it can be used to solve an ODE by turning it into an algebraic equation. The Fourier transform can turn a PDE in the multivariate function u(x,t) into an ODE in û(ω,t), where ω can be regarded as a constant. In this lecture, we show how the Fourier transform of a Gaussian function is another Gaussian. Then we solve a second order ODE with a generic forcing term using Fourier transforms. Finally, we solve a Cauchy problem for the heat equation on the real line with a Fourier transform, which we did in an earlier lecture using a different method.
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