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amortized time complexity
(
idea
)
by
ariels
Sat Dec 16 2000 at 9:36:01
A set of
operation
s on a
data type
is said to have
amortize
d
time complexity
f(n)
for
n
operations if
any
sequence
of
n
(legal) operations on it can be executed in
time
n f(n)
. This precisely means that the
average
time to
execute
any operation in the sequence is
f(n)
.
This is not the same as
giving a
worst case time complexity
for every operation: the data type may "save" time on some operations, by performing them in considerably less time than
f(n)
, and use the
slack
it's gained by performing other operations in time much greater than
f(n)
.
Nor is it the same as
expected time complexity
. There is no
model
here of a "
typical
"
input
sequence, or even a
probability distribution
on possible inputs. The data type
guarantees
the average time to execute
any
sequence of
n
operations is
n f(n)
.
printable version
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