Page 47 - 71 the abc of dft_opt
P. 47

94                                                    CHAPTER 12. SCALING

                                                                                    2.0



       Chapter 12


       Scaling

                                                                                    0.0
                                                                                     !5.0                   5.0
       1
        In this chapter, we introduce the concept of scaling the density, as the natural way to
       understand the most important limits about density functionals.                     Figure 12.1: Cartoon of the one-dimensional H 2 molecule density, and scaled by a factor of 2.
                                                                                  However, if the potential energy is homogeneous of degree p, i.e.,
       12.1  Wavefunctions
                                                                                                                       p
                                                                                                              V (γx) = γ V (x),                    (12.6)
       It will prove very useful to figure out what happens to various quantities when the coordinates
       are scaled, i.e., when x is replaced by γx everywhere in a problem, with γ a positive number.  then
         For one electron in one dimension, we define the scaled wavefunction as                                       −p
                                                                                                              V [φ γ ] = γ V [φ].                  (12.7)
                                    1
                            φ γ (x) = γ 2 φ(γx),  0 < γ < ∞,            (12.1)
                                                                                    Consider any set of trial wavefunctions. If scaling any member of the set leads to another
       where the scaling factor out front has been chosen to preserve normalization:  member of the set, then we say that the set admits scaling.
                       1            1              1
                        ∞        2   ∞          2    ∞       # 2
                   1 =    dx |φ(x)| =  dx γ|φ(γx)| =   dx |φ(x )| .     (12.2)
                                                         #
                                                                                  Exercise 43 Scaling of trial wavefunctions
                       −∞            −∞             −∞
       A scale factor of γ > 1 will squeeze the wavefunction, and of γ < 1 will stretch it out.  Do the sets of trial wavefunctions in Ex. 10 admit scaling?
                                                      √
       For example, consider φ(x) = exp(−|x|). Then φ γ (x) =  γ exp(−γ|x|) is a different
                                             √
       wavefunction for every γ. For example, φ 2 (x) =  2 exp(−2|x|). In Fig. 12.1, we sketch  The only important change when going to three dimensions for our purposes in the pre-
       a density for the one-dimensional H 2 molecule of a previous exercise, and the same density  ceding discussion is that the scaling normalization factors change:
       scaled by γ = 2,                                                                                       3                3
                                   n γ (x) = γn(γx).                    (12.3)                        φ γ (r) = γ 2 φ(γr)  n γ (r) = γ n(γr)       (12.8)
       Note how γ > 1 squeezes the density toward the origin, keeping the number of electrons  When including many electrons, one gets a similar factor for each coordinate:
       fixed. We always use subscripts to denote a function which has been scaled.
         What is the kinetic energy of such a scaled wave-function?                                   Ψ γ (r 1 , . . . , r N ) = γ 3N/2 Ψ(γr 1 , . . . , γr N ),  (12.9)
               1  1  ∞         γ  1  ∞         γ  2 1  ∞
                                            2
                                                           # 2
                                                                 2
                           2
        T[φ γ ] =   dx |φ (x)| =    dx |φ (γx)| =    dx |φ (x )| = γ T[φ], (12.4)  suppressing spin indices. We can they easily evaluate our favorite operators. It is simple to
                                                         #
                                                       #
                        #
                                        #
                        γ
               2 −∞            2 −∞             2  −∞                             show:
       i.e., the kinetic energy grows quadratically with γ. The potential energy is not so straightfor-                2
       ward in general, because it is not a universal functional, i.e., it is different for every different      T[Ψ γ ] = γ T[Ψ]                   (12.10)
       problem.                                                                   and
                    1                 1              x
                     ∞         2       ∞        # 2
                                            #
             V [φ γ ] =  dx |φ γ (x)| V (x) =  dx |φ(x )| V ( ) = % V (x/γ). &  (12.5)                        V ee [Ψ γ ] = γ V ee [Ψ]            (12.11)
                    −∞                 −∞            γ
        1 c !2000 by Kieron Burke. All rights reserved.                           while V ext has no simple rule in general.
                                         93
   42   43   44   45   46   47   48   49   50   51   52