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Example 2.6 To see another application of similarity variables, any partial differ-
                   ential equation of the form

                                                             u t u x
                                                   F tx, u,    ,     = 0
                                                             x   t
                   is equivalent to the ODE

                                                            du du
                                                   F   ξ, u,   ,      = 0
                                                            dξ dξ
                   where ξ = tx. Performing the change of variables,

                                               1 ∂u    1 ∂ξ du    1 du     du
                                                    =          =   x    =
                                               x ∂t    x ∂t dξ    x dξ     dξ
                                               1 ∂u    1 ∂ξ du    1 du    du
                                                    =          = t      =    .
                                               t ∂x    t ∂x dξ    t dξ     dξ

                       For example the partial differential equation

                                                    ∂u    x ∂u
                                                                    2
                                                  u    +       + tx u = 0
                                                    ∂t    t ∂x
                   which can be rewritten
                                                   1 ∂u    1 ∂u
                                                  u     +       + txu = 0,
                                                   x ∂t    t ∂x
                   is equivalent to
                                                      du    du
                                                    u    +     + ξu = 0
                                                      dξ    dξ

                   where ξ = tx.

                   Conclusion 2.1 The method of characteristics is a powerful method that allows one
                   to reduce any first-order linear PDE to an ODE, which can be subsequently solved
                   using ODE techniques. We will see in later lectures that a subclass of the second
                   order PDEs (second order hyperbolic equations) can be also treated with a similar
                   characteristic method.

                   Conclusion 2.2 Solutions of PDEs generally depend on arbitrary functions (instead
                   of arbitrary constants). You need an auxiliary condition if you want to determine a
                   unique solution. Such conditions are usually called initial or boundary conditions.
                   We shall encounter these conditions throughout the book.




















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