Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 76 5 a iii Solution Created 2026-10-03 Updated 2026-10-14
Write and . A well-posed anisotropic diffusion problem requires to be symmetric positive definite: and . For the normal mode in the source the dispersion relation isThe group velocity vanishes when . ConsequentlyThe requested anisotropic absolute-instability threshold for positive diffusion isFor positive definite diffusion this is also sufficient: the anisotropic Gaussian heat kernel has exponential factor and a prefactor, so its fixed-position growth rate is precisely .
Let the prescribed speed be and let be the positive eigenvalues of . The Rayleigh quotient for givesAbsence of absolute hydrodynamic instability for every direction therefore requiresThis is an upper bound on , not a minimum required value. The source's last sentence reverses this monotonicity: reducing the growth parameter always helps, so there is no finite lower threshold guaranteeing absence. If it had asked for instability in every direction, the corresponding condition would be . Without the positive-definite assumption, negative diffusion directions make the forward problem ill posed; a singular diffusion tensor requires a separate transport analysis and does not support the displayed inverse-matrix formula.