Write , and . At crystal orientation , the conductivity tensor is . Because the comparison tensor is scalar, its resolvent rotates in the same way:
Uniform angular averaging uses and . It therefore sends any such rotated diagonal tensor to half its trace times . In particular,
Dividing these scalar coefficients in the stated Hashin-Shtrikman conductivity variational principle gives
This averaging calculation uses the uniform orientation model in the question; a nonuniform distribution need not give isotropic effective conductivity.
The lower Hashin-Shtrikman conductivity bounds use a comparison no larger than every local principal conductivity, so . The upper variational bound uses . These opposite directions come from the sign of the contrast in the polarization functional: positive contrast gives a maximizing lower principle, and negative contrast a minimizing upper principle. The endpoint values are understood as limits when a contrast eigenvalue vanishes. Since
the strongest lower and upper values in their admissible comparison ranges are, respectively,
Thus in the statistically isotropic polycrystal setting of these Hashin-Shtrikman conductivity bounds.
The self-consistent conductivity approximation chooses the comparison conductivity equal to the predicted conductivity, . Multiplication by the positive denominator cancels the terms and leaves . Only the positive root is an admissible conductivity:
For a direct proof of its ordering relative to the variational bounds, set . Then
Both quantities are nonnegative, proving , with equality throughout when . The self-consistent conductivity approximation is a closure calculation; no unrequested claim of exactness for every spatial arrangement follows just from this fixed-point computation.
Write , and let . The inverse contrast in the Hashin-Shtrikman conductivity variational principle is interpreted only in phase 1: the admissible vanishes in phase 2, where . Thus
For the nonlocal term define . The given Green representation implies
The two-point phase correlation function therefore gives
Because the unweighted double integral of is zero, subtract inside the bracket. Set ; it vanishes for , so only the microscopic near-diagonal kernel contributes. Its contact part is
At coincident points , hence . The ordinary dipole part has zero angular integral by the stipulated spherical-shell identity. Since is radial, its weighting preserves this cancellation:
Consequently, in the macroscopic bulk regime implicit in the supplied local Green approximation,
and
This is the dipole Green tensor angular cancellation: the constant background correlation disappears and the connected contact value supplies .
Insert all three averaged terms in the variational upper inequality and normalize by . For the bulk effective conductivity one obtains
The kernel in the question has an approximation sign. At fixed finite size, spheres around points near are truncated and the radial cancellation is not an exact finite-body identity. Their contribution and the regular boundary part disappear in the stated microscopic-to-macroscopic limit. The calculation derives the intended homogenized bound, rather than silently treating that Green approximation as exact for arbitrary finite .
Let . Since , , so . Also when both phases are present. Completing the square in the trial upper bound gives
Thus the tightest upper bound is obtained by minimizing at , not maximizing. It is
Pure-phase cases follow directly or by continuity. These Hashin-Shtrikman bounds for conductivity are volume-fraction bounds on the statistically isotropic homogenized material; the full variational framework is discussed in Chapter 23 of www.math.utah.edu/~milton/TheoryCompositesNOPRINT.pdf .
For the lower variational inequality choose reference conductivity and a trial polarization that vanishes in phase 1. Let solve
The Hashin-Shtrikman conductivity variational principle is
It holds for every admissible trial ; the exact principle takes the supremum of the right side. Writing the last integral only over phase 2 avoids applying an inverse to the zero contrast in the reference phase.
With , the isotropic phase trial gives the lower expression
Here the quadratic is concave, so maximize it at . The lower member of the Hashin-Shtrikman conductivity bounds is
Together with part (iii), this gives the required upper and lower interval. All denominators are positive for positive phase conductivities.
For uniformly distributed rotations of a two-dimensional conductivity tensor with positive principal values , the Hashin-Shtrikman conductivity variational principle with isotropic comparison yields . Averaging a rotated diagonal tensor replaces it by half its trace times the identity. Since , the admissible comparison endpoints give within the statistically isotropic polycrystal model.