Just One Jump!

An infinite line of stepping stones stretches out into an infinitely large lake.

A frog starts on the second stone.

Every second he takes a jump to a neighboring stone. He has a 50% chance of jumping one stone closer to the shore and a 50% chance of jumping one stone further away from the shore.

What is the expected value for the number of jumps he will take before reaching the first stone (the one closest to the shore)?


Other Expected Value Quizzes
2 3 4 6 Infinite None of these answers

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2 solutions

Geoff Pilling
Jun 20, 2016

Relevant wiki: Expected Value - Problem Solving

Let E n = E_n = Expected number of jumps to reach the first stone from the n n th stone.

From the second stone he has a 0.5 0.5 probability of jumping backward (to the first stone) and a 0.5 0.5 probability of jumping forward (to the third stone). So,

E 2 = 1 + 0.5 E 1 + 0.5 E 3 E_2 = 1 + 0.5*E_1 + 0.5 * E_3

Since, E 1 = 0 E_1 = 0 , this becomes,

E 2 = 1 + 0.5 E 3 E_2 = 1 + 0.5 * E_3

However, by symmetry, if he gets to the third stone, his expectation value has doubled from when he was on the second stone, since the expected number of jumps to go from 3 to 2 is the same as the expected number of jumps to go from 2 to 1.

So, E 3 = 2 E 2 E_3 = 2*E_2 .

Therefore, E 2 = 1 + 0.5 ( 2 E 2 ) E_2 = 1 + 0.5*(2E_2)

Or, E 2 = infinity E_2 = \boxed{\mbox{infinity}}

I am getting answer as 10/9 since mean = " " P i x i "\sum"Pixi in probability. This creates an infinite AGP

Rohan Gupta - 4 years, 11 months ago

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Not quite sure what you mean... :-/

Geoff Pilling - 4 years, 10 months ago

Can you explain the first recurrence relation, E2 = 1 + ?
Also why is it " 1 + " . Why is one added?

Ajit Deshpande - 4 years, 10 months ago

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Because he uses up one jump to go from one state to the next.

Geoff Pilling - 4 years, 10 months ago
Abhishek Sinha
Jun 21, 2016

Relevant wiki: Random Walk

This result directly follows from the fact that a symmetric 1D random walk is null recurrent . Hence although with probability 1 1 the frog will reach the shore, the expected time to reach is \infty .

Yeah its pretty interesting that he's guaranteed to reach it, but that the expectation is infinite!

Geoff Pilling - 4 years, 11 months ago

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