Page 40 - INTRODUCTION TO THE CALCULUS OF VARIATIONS
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Sobolev spaces                                                     27

                                        n
                Definition 1.31 Let Ω ⊂ R be an open set and 1 ≤ p ≤∞.
                                                                          p
                   (i) We let W 1,p  (Ω) be the set of functions u : Ω → R, u ∈ L (Ω), whose
                                           p
                                        ∈ L (Ω) for every i =1, ..., n.We endow this space
                weak partial derivatives u x i
                with the following norm
                                            p        p  1
                               kuk W 1,p =(kuk L p + k∇uk L p)  p  if 1 ≤ p< ∞

                              kuk W 1,∞ =max {kuk L ∞ , k∇uk L ∞} if p = ∞ .
                                                                        1
                In the case p =2 the space W  1,2  (Ω) is sometimes denoted by H (Ω).
                                     ¡      ¢
                                                                              N
                   (ii) We define W 1,p  Ω; R N  to be the set of maps u : Ω → R , u =
                ¡  1   N  ¢     i     1,p
                 u , ..., u  ,with u ∈ W  (Ω) for every i =1, ..., N.
                                               1,p
                   (iii) If 1 ≤ p< ∞,the set W   (Ω) is defined as the closure of C  ∞  (Ω)
                                               0                                0
                functions in W 1,p  (Ω). By abuse of language, we will often say, if Ω is bounded,
                          1,p                   1,p
                that u ∈ W 0  (Ω) is such that u ∈ W  (Ω) and u =0 on ∂Ω.If p =2,the set
                  1,2                           1
                W   (Ω) is sometimes denoted by H (Ω).
                  0                            0
                                                 1,p                       1,p
                   (iv) We will also write u ∈ u 0 + W 0  (Ω) meaning that u, u 0 ∈ W  (Ω) and
                          1,p
                u − u 0 ∈ W  (Ω).
                          0
                   (v) We let W  1,∞  (Ω)= W  1,∞  (Ω) ∩ W 1,1  (Ω).
                              0                     0
                   (vi) Analogously we define the Sobolev spaces with higher derivatives as fol-
                lows. If k> 0 is an integer we let W k,p  (Ω) to be the set of functions u : Ω → R,
                                                    p
                                             a
                whose weak partial derivatives D u ∈ L (Ω), for every multi-index a ∈ A m ,
                0 ≤ m ≤ k. The norm will then be
                                     ⎧                  ! 1
                                        Ã
                                                         p
                                     ⎪
                                     ⎪     P       a  p
                                     ⎪
                                     ⎪          kD uk        if 1 ≤ p< ∞
                                     ⎨                L p
                           kuk W k,p =   0≤|a|≤k
                                     ⎪
                                     ⎪
                                     ⎪
                                     ⎪             a
                                     ⎩    max (kD uk  L ∞)   if p = ∞ .
                                         0≤|a|≤k
                   (vii) If 1 ≤ p< ∞, W  k,p  (Ω) is the closure of C ∞  (Ω) in W k,p  (Ω) and
                                        0                       0
                W 0 k,∞  (Ω)= W  k,∞  (Ω) ∩ W 0 k,1  (Ω).
                   If p =2, the spaces W k,2  (Ω) and W 0 k,2  (Ω) are sometimes respectively de-
                                    k
                         k
                noted by H (Ω) and H (Ω).
                                    0
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