In mathematical analysis , the initial value theorem is a theorem used to relate frequency domain expressions to the time domain behavior as time approaches zero .
Let
F
(
s
)
=
∫
0
∞
f
(
t
)
e
−
s
t
d
t
{\displaystyle F(s)=\int _{0}^{\infty }f(t)e^{-st}\,dt}
be the (one-sided) Laplace transform of ƒ (t ). If
f
{\displaystyle f}
is bounded on
(
0
,
∞
)
{\displaystyle (0,\infty )}
(or if just
f
(
t
)
=
O
(
e
c
t
)
{\displaystyle f(t)=O(e^{ct})}
) and
lim
t
→
0
+
f
(
t
)
{\displaystyle \lim _{t\to 0^{+}}f(t)}
exists then the initial value theorem says
lim
t
→
0
f
(
t
)
=
lim
s
→
∞
s
F
(
s
)
.
{\displaystyle \lim _{t\,\to \,0}f(t)=\lim _{s\to \infty }{sF(s)}.}
Proofs
Proof using dominated convergence theorem and assuming that function is bounded
Suppose first that
f
{\displaystyle f}
is bounded, i.e.
lim
t
→
0
+
f
(
t
)
=
α
{\displaystyle \lim _{t\to 0^{+}}f(t)=\alpha }
. A change of variable in the integral
∫
0
∞
f
(
t
)
e
−
s
t
d
t
{\displaystyle \int _{0}^{\infty }f(t)e^{-st}\,dt}
shows that
s
F
(
s
)
=
∫
0
∞
f
(
t
s
)
e
−
t
d
t
{\displaystyle sF(s)=\int _{0}^{\infty }f\left({\frac {t}{s}}\right)e^{-t}\,dt}
.
Since
f
{\displaystyle f}
is bounded, the Dominated Convergence Theorem implies that
lim
s
→
∞
s
F
(
s
)
=
∫
0
∞
α
e
−
t
d
t
=
α
.
{\displaystyle \lim _{s\to \infty }sF(s)=\int _{0}^{\infty }\alpha e^{-t}\,dt=\alpha .}
Proof using elementary calculus and assuming that function is bounded
Of course we don't really need DCT here, one can give a very simple proof using only elementary calculus:
Start by choosing
A
{\displaystyle A}
so that
∫
A
∞
e
−
t
d
t
<
ϵ
{\displaystyle \int _{A}^{\infty }e^{-t}\,dt<\epsilon }
, and then
note that
lim
s
→
∞
f
(
t
s
)
=
α
{\displaystyle \lim _{s\to \infty }f\left({\frac {t}{s}}\right)=\alpha }
uniformly for
t
∈
(
0
,
A
]
{\displaystyle t\in (0,A]}
.
Generalizing to non-bounded functions that have exponential order
The theorem assuming just that
f
(
t
)
=
O
(
e
c
t
)
{\displaystyle f(t)=O(e^{ct})}
follows from the theorem for bounded
f
{\displaystyle f}
:
Define
g
(
t
)
=
e
−
c
t
f
(
t
)
{\displaystyle g(t)=e^{-ct}f(t)}
. Then
g
{\displaystyle g}
is bounded, so we've shown that
g
(
0
+
)
=
lim
s
→
∞
s
G
(
s
)
{\displaystyle g(0^{+})=\lim _{s\to \infty }sG(s)}
.
But
f
(
0
+
)
=
g
(
0
+
)
{\displaystyle f(0^{+})=g(0^{+})}
and
G
(
s
)
=
F
(
s
+
c
)
{\displaystyle G(s)=F(s+c)}
, so
lim
s
→
∞
s
F
(
s
)
=
lim
s
→
∞
(
s
−
c
)
F
(
s
)
=
lim
s
→
∞
s
F
(
s
+
c
)
=
lim
s
→
∞
s
G
(
s
)
,
{\displaystyle \lim _{s\to \infty }sF(s)=\lim _{s\to \infty }(s-c)F(s)=\lim _{s\to \infty }sF(s+c)=\lim _{s\to \infty }sG(s),}
since
lim
s
→
∞
F
(
s
)
=
0
{\displaystyle \lim _{s\to \infty }F(s)=0}
.
See also
Notes
Fourier and Laplace transforms . R. J. Beerends. Cambridge: Cambridge University Press. 2003. ISBN 978-0-511-67510-2 . OCLC 593333940 .{{cite book }}
: CS1 maint: others (link )
Robert H. Cannon, Dynamics of Physical Systems , Courier Dover Publications , 2003, page 567.
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