In: Statistics and Probability
In a small pond there are five lily pads in a circle labeled 1
through 5. A frog is sitting on pad 1.
When the frog is on pad n, it will jump to right pad with
probability 1/2 and to left pad with probability 1/2.
Each jump is independent of the previous jumps.
What is the probability that the frog will return to pad 1 with
jumping 7 times?
What is the probability that the frog will return to pad 1 with
jumping n times? n -> limit
1 | 2 | 3 | 4 | 5 | |
1 | 0 | 0.5 | 0 | 0 | 0.5 |
2 | 0.5 | 0 | 0.5 | 0 | 0 |
3 | 0 | 05 | 0 | 0.5 | 0 |
4 | 0 | 0 | 0.5 | 0 | 0.5 |
5 | 0.5 | 0 | 0 | 0.5 | 0 |
transition matrix be P
the probability that the frog will return to pad 1 with jumping 7 times is element (1,1) in P^7
0.109 | 0.273 | 0.172 | 0.172 | 0.273 |
0.273 | 0.109 | 0.273 | 0.172 | 0.172 |
0.172 | 0.273 | 0.109 | 0.273 | 0.172 |
0.172 | 0.172 | 0.273 | 0.109 | 0.273 |
0.273 | 0.172 | 0.172 | 0.273 | 0.109 |
Hence, probability that the frog will return to pad 1 with jumping 7 times = 0.109
the probability that the frog will return to pad 1 with jumping n times? n -> limit is when the transition matrix become same
P(n) is
0.200 | 0.200 | 0.200 | 0.200 | 0.200 |
0.200 | 0.200 | 0.200 | 0.200 | 0.200 |
0.200 | 0.200 | 0.200 | 0.200 | 0.200 |
0.200 | 0.200 | 0.200 | 0.200 | 0.200 |
0.200 | 0.200 | 0.200 | 0.200 | 0.200 |
the probability that the frog will return to pad 1 with jumping n times? n -> limit = 0.2