In: Statistics and Probability
Now consider a Destroyer game where a single destroyer is placed (again on a 4×4 grid). The destroyer occupies 2 adjacent grid squares, and may be oriented horizontally or vertically.
Calculate the information content of a first-turn hit if the location is
• a corner square
• an edge square (other than a corner)
• an interior grid square
Consider the 4X4 grid with each square labelled with a number:
1 | 2 | 3 | 4 |
5 | 6 | 7 | 8 |
9 | 10 | 11 | 12 |
13 | 14 | 15 | 16 |
The possible positions that can be occupied by the destroyer are :
Possible Outcomes |
(1,2) |
(2,3) |
(3,4) |
(5,6) |
(6,7) |
(7,8) |
(9,10) |
(10,11) |
(11,12) |
(13,14) |
(14,15) |
(15,16) |
(1,5) |
(2,6) |
(3,7) |
(4,8) |
(5,9) |
(6,10) |
(7,11) |
(8,12) |
(9,13) |
(10,14) |
(11,15) |
(12,16) |
Now :-
P(An interior grid Square hit) = 16 / 24 = 2/3
P(A Corner Square hit ) = 8/24 = 1/3
P(An edge square hit) = 24/24 = 1
The information content of measuring X as outcome x is defined as :
Ix(x) = log(1/p(x))
considering the base to be exponential
Ix(x) = ln(1/p(x)) = -ln(p(x))
For the given question:
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