Question: Probability distribution P over binary variables x 1 , dots, x 6 i n { 0 , 1 } has the following form: P (

Probability distribution P over binary variables x1,dots,x6in{0,1} has the following form:
P(x1,dots,x6)=1Z(x1,x2)(x2,x3)(x3,x4)(x4,x5)(x5,x6)(x6,x1)
where for a,bin{0,1},
(a,b)={1ifa=b0.5otherwise
(a) Draw the minimal undirected graph G over which P factors. (This is the undirected graph with
the fewest possible edges that contains cliques corresponding to each of the terms in P.)
(b) For what configuration(s) xin{0,1}6 is P(x) maximized?
(c) For what configuration(s) xin{0,1}6 is P(x) minimized?
 Probability distribution P over binary variables x1,dots,x6in{0,1} has the following form:

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!