Published online by Cambridge University Press: 05 April 2013
This part of the book focuses on partial differential equations (PDEs), including the solution, both analytical and numerical methods, and some classification methods. Because the general topic of PDEs is very large, we have chosen to cover only some general methods mainly applicable to linear PDEs, with the exception of nonlinear first-order PDEs.
In Chapter 10, we focus on the solution of first-order PDEs, including the method of characteristics and Lagrange-Charpit methods. The second half of the chapter is devoted to classification of high-order PDEs, based on the factorization of the principal parts to determine whether the equations are hyperbolic, parabolic, or elliptic.
In Chapter 11, we discuss the analytical solutions of linear PDEs. We begin with reducible PDEs that allow for the method of separation of variables. To satisfy various types of initial and boundary conditions, Sturm-Liouville equations are used to obtain orthogonal functions. The techniques can then be extended to the case of nonhomogenous PDEs and nonhomogeneous boundary conditions based on eigenfunction expansions.
In Chapter 12, we discuss integral transform methods such as Fourier and Laplace transforms methods. For the Fourier transforms, we cover the important concepts of the classic transforms, including the use of distribution theory and tempered distributions to find the generalized Fourier transforms of step functions, sine, and cosine functions. A brief but substantial introduction to distribution theory is included in the appendix. For numerical implementation purposes, we have also included a discussion of the fast Fourier transform in the appendix.
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