A xondom Variable x takes value X; with Bobabilty Pi with i=1, N i = 1,..., N labelling all possibilities. The mean Value of X is given, N X = ¼ ½ Pixi = = And, Shonon entropy of x Ni=1 is S(x) - given as, Σ pilapi

A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
icon
Related questions
Question
Tate: /20
Day:
A random Variable x takes value X; with Probability
i = 1,... N labelling all possibilities. The mean
Pi, with i = 1, N
Value of x is given,
N
X = ½ ≤ Pixi
14/12 2015/12
N i=1
And, Shonon entropy of x is
X
N
S(x) = — 2/1
i=1
وفه given
Pilog Pi
Find distribution which maximises the Shonon entropy
for a fixed value of meon X. Formulate this as
d
Longsonge multiplier problem and show that
the distribution which solves it has forme
P₁ = 1 = PX ₁
Pi
where, B and Z
Con
in principle (but may be
not in practive) be found in terms of values
{X j }, X and N.
Transcribed Image Text:Tate: /20 Day: A random Variable x takes value X; with Probability i = 1,... N labelling all possibilities. The mean Pi, with i = 1, N Value of x is given, N X = ½ ≤ Pixi 14/12 2015/12 N i=1 And, Shonon entropy of x is X N S(x) = — 2/1 i=1 وفه given Pilog Pi Find distribution which maximises the Shonon entropy for a fixed value of meon X. Formulate this as d Longsonge multiplier problem and show that the distribution which solves it has forme P₁ = 1 = PX ₁ Pi where, B and Z Con in principle (but may be not in practive) be found in terms of values {X j }, X and N.
Expert Solution
steps

Step by step

Solved in 3 steps

Blurred answer
Similar questions
Recommended textbooks for you
A First Course in Probability (10th Edition)
A First Course in Probability (10th Edition)
Probability
ISBN:
9780134753119
Author:
Sheldon Ross
Publisher:
PEARSON
A First Course in Probability
A First Course in Probability
Probability
ISBN:
9780321794772
Author:
Sheldon Ross
Publisher:
PEARSON