The heat equation 425
Remark 15.11 The “typical distance traveled by heat” is ∆x
2
= (4µ/c)∆t. This is also what
Einstein had postulated to explain the phenomenon of diffusion. Indeed, a particle under dif-
fusion in a gas or liquid does not travel in a straight line, but rather follows a very roundabout
path, known as Brownian motion, which is characterized in particular by ∆x
2
∝ ∆t. The
diffusi on equation is in fact formally identical wit h t h e heat equation.
The gaussi an we obtained in (15.13), with variance ∆x
2
∝ ∆t, can also be interpreted
mathematically as a consequence of a probabilistic result, the central limit theorem, discussed
in Chapter 21.
The problem with an arbitraty heat source (15.12) is now easily solved, since
by linearity we can write
T (x, t) = [G ∗ρ](x, t) =
Z
∞
−∞
Z
+∞
0
G(x
′
, t
′
) ρ(x − x
′
, t − t
′
) dt
′
dx
′
. (15. 14)
Note, however, that this general solution ag ain satisfies T (x, 0) = 0 for a ll
x ∈ R. We must still add to it a solution satisfying the initial conditions at
t = 0 and the free equation of heat propagation.
Initial conditions
We now want to take into account the initial conditions in the problem of
heat propagation. For this, we impose that the temperature at time t = 0 be
given by T (x, 0) = T
0
(x) for all x ∈ R, where T
0
is an a rbitrary function.
We need a solution to the free problem (i.e., without h eat source), which
means such that
T (x, t) = H (t) u(x, t).
The discontinuity of th e solution at t = 0 provides a way to incorporate the
initial condition T (x, 0) = T
0
(x). Indeed, in the sense of distributions we
have
∂T
∂ t
=
∂ u
∂ t
+ T
0
(x) δ(t).
The distribution T (x, t) then satisfies the equation
c
∂
∂ t
+ µ
∂
2
∂ x
2
T (x, t) = c T
0
(x) δ(t),
the solution of which is given by
T (x, t) = c T
0
(x) δ(t) ∗G(x, t) = c
Z
+∞
−∞
G(x − x
′
, t) T
0
(x
′
) dx
′
.
Hence the solution of the problem that incorporates both initial condition
and h eat source is given by
T (x, t) = T (x, t) + T (x, t) =
h
ρ(x, t) + c T
0
(x) δ(t)
i
∗G(x, t).
However, it is easier to take the initial conditions into account when us ing
the Laplace transform, as in the next example.