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Hamiltonian formulation                                            63

                Remark 2.9 (i) The lemma remains partially true if we replace the hypothesis
                (2.4) by the weaker condition
                                    ξ → f (x, u, ξ) is strictly convex.

                                                       1
                In general, however the function H is only C , as the following simple example
                shows
                                          1  4                 3  4/3
                               f (x, u, ξ)=  |ξ| and H (x, u, v)=  |v|  .
                                          4                    4
                (See also Example 2.13.)
                   (ii) The lemma remains also valid if the hypothesis (2.5) does not hold but
                then, in general, H is not anymore finite everywhere as the following simple
                example suggests. Consider the strictly convex function
                                                       q
                                                              2
                                      f (x, u, ξ)= f (ξ)=  1+ ξ
                and observe that
                                          ⎧    √
                                          ⎨ − 1 − v  2  if |v| ≤ 1
                                   H (v)=
                                          ⎩
                                                +∞      if |v| > 1.
                                                                                 k
                                                               k
                   (iii) The same proof leads to the fact that if f ∈ C , k ≥ 2,then H ∈ C .
                   Proof. We divide the proof into several steps.
                   Step 1. Fix (x, u) ∈ [a, b] × R. From the definition of H and from (2.5) we
                deduce that there exists ξ = ξ (x, u, v) such that
                                    ⎧
                                    ⎨ H (x, u, v)= vξ − f (x, u, ξ)
                                                                                (2.11)
                                            v = f ξ (x, u, ξ) .
                                    ⎩
                   Step 2. The function H is easily seen to be continuous. Indeed let (x, u, v),
                (x ,u ,v ) ∈ [a, b] × R × R, using (2.11) we find ξ = ξ (x, u, v) such that
                    0
                  0
                       0
                                      H (x, u, v)= vξ − f (x, u, ξ) .
                Appealingtothe definition of H we also have
                                                  0
                                                            0
                                                          0
                                             0
                                           0
                                        0
                                    H (x ,u ,v ) ≥ v ξ − f (x ,u ,ξ) .
                Combining the two facts we get
                                      0
                                                               0
                                                             0
                                        0
                                           0
                      H (x, u, v) − H (x ,u ,v ) ≤ (v − v ) ξ + f (x ,u ,ξ) − f (x, u, ξ) ,
                                                    0
                since the reverse inequality is obtained similarly, we deduce the continuity of H
                from the one of f (in fact only in the variables (x, u)).
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