Question: Let MM be an algorithm that solves a decision problem so that on every string xx , if xx is a yes instance of ,
Let
MM
be an algorithm that solves a decision problem
so that on every string
xx
if
xx
is a yes instance of
then
MM
returns the answer yes with probability
;
if
xx
is a no instance of
then
MM
returns the answer no with probability
Alice, Bob, and Carol want to amplify the success probability of
MM
from
to a higher value
pp
To this end. they suggest three different algorithms:
Alice suggests the following algorithm
AA
On a given input
xx
run
MM
five times. If at least one of the answers is yes return yes Otherwise, return no
Bob suggests the following algorithm
BB
On a given input
xx
run
MM
five times. If at least one of the answers is no return no Otherwise, return yes
Carol suggests the following algorithm
CC
On a given input
xx
run
MM
five times. If the majority of the answers is yes return yes Otherwise, return no
Questions:
Which of
AA
BB
and
CC
indeed amplifies the probability of success?
What is the new success probability
pp
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