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deltafunctionlike

Deltafunctionlike describes a family or sequence of functions or distributions that approximate the Dirac delta distribution as a parameter tends to zero. In the sense of distributions, a family fε is deltafunctionlike if, for every smooth test function φ with compact support, the integral ∫ fε(x) φ(x) dx converges to φ(0) as ε → 0. This captures the idea of concentrating mass at a single point while preserving total integral.

Typical properties of a deltafunctionlike family include nonnegativity, normalization (the integral over the whole space equals

Common examples of deltafunctionlike families are mollifiers or approximate identities. A Gaussian example is fε(x) = (1/(ε√π))

Applications include regularization of singular objects, smoothing of functions, and analysis in partial differential equations and

1
for
all
ε),
and
a
peak
that
becomes
increasingly
sharp
near
the
origin
as
ε
decreases.
In
multiple
dimensions,
the
same
ideas
apply
with
integrals
over
R^n
and
concentration
near
the
origin.
exp(-(x/ε)^2)
in
one
dimension,
which
integrates
to
1
and
concentrates
at
0
as
ε
→
0.
Other
examples
include
a
Lorentzian
sequence
fε(x)
=
(1/π)
(ε/(x^2
+
ε^2))
and
compactly
supported
bumps
obtained
by
scaling
a
fixed
smooth
function
with
integral
1.
Each
of
these
is
deltafunctionlike
in
the
distributional
sense,
though
they
differ
in
smoothness
and
decay.
signal
processing.
They
allow
the
delta
distribution
to
be
approximated
by
ordinary
functions,
enabling
rigorous
justification
of
calculations
that
involve
point
evaluations
or
impulse
inputs.
A
key
caveat
is
that
convergence
is
typically
in
the
sense
of
distributions,
not
pointwise,
and
a
delta
function
is
not
itself
a
function.