Please teach me how to prove this random walk problem....

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Homework Help Overview

The discussion revolves around a random walk problem, specifically focusing on proving that the mean position after a given number of steps is the starting position. Participants explore different cases of path lengths and their implications on the proof.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • Participants discuss the case of equal-length steps versus varying lengths, with some suggesting that understanding simpler cases may lead to generalizations. Questions arise about the implications of step lengths approaching zero and how that affects the mean position.

Discussion Status

There is an ongoing exploration of different approaches to the problem, with some participants providing hints and guidance on how to manipulate the equations involved. Multiple interpretations of the problem are being considered, and while some participants express uncertainty, others are attempting to clarify their reasoning.

Contextual Notes

Participants are navigating constraints related to the definitions of step lengths and the implications of dividing steps into smaller segments. There is also mention of the complexity introduced by irrational ratios of step lengths.

arcTomato
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Homework Statement
prove that the mean position after a given number of steps is the starting position
Relevant Equations
random walk
246418

I think I can prove equal length version problem, But I am confusing in this case,,,

Please help me!
 
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If you understand the case of 1 path length, consider the case of two allowed path lengths. If you can do that I believe the generalization will be evident.
 
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Ok, I tried it like this.
Is it right??
1562850042417.png
 
OK, So how do you show the single length case to give zero..
 
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You know the mean of equal-distance lengths is zero. Now take the hint given: you can make those equal-length steps as small as you like!
 
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Thanks your reply.
If I make the length of one step 0, the mean of length is 0.
##k→0,<k>=0##
So,,,,,I don't know what does this mean :<
 
arcTomato said:
Problem Statement: prove that the mean position after a given number of steps is the starting position
Relevant Equations: random walk

I think I can prove equal length version problem
First things first. Make good on your "I think I can"...and show me
Then we will worry about the way to generalize
 
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hutchphd said:
First things first. Make good on your "I think I can"...and show me

246458

Is it wrong this photo??I thought this can prove equal length version.
If this is wrong, I have to withdraw my statement. ;;
 
arcTomato said:
View attachment 246458
Is it wrong this photo??I thought this can prove equal length version.
If this is wrong, I have to withdraw my statement. ;;
Your formula for <k> is correct but how do I know it sums to zero?
 
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  • #10
##P(n,k)=P(-n,k)##
So, the pair of numerator are canceled and the one having ##k=0## is uncancelled. this shows the sum is zero, right??
 
  • #11
arcTomato said:
##P(n,k)=P(-n,k)##
So, the pair of numerator are canceled and the one having ##k=0## is uncancelled. this shows the sum is zero, right??
Exactly. You would formally write that as
##ΣkP(n,k)=ΣkP(n,k)-ΣkP(-n,k)##
##=k Σ(P(n,k)-P(-n,k))=0 ##,, by symmetry
and you would explicitly delimit the sums (I'm too lazy )

I think you see that the multi-length sum can be manipulated simply to produce the same result
 
  • #12
You don't need any fancy math.
Say you have two steps of different lengths x1 and x2. How about dividing each of those into smaller, equal-length steps of x0 each? So x1 + x2 = a*x0 + b*x0 where a and b are different positive integers. Now you have a series .of equal-length steps. And you know that equal-length steps of any number give a zero mean, right?
 
  • #13
rude man said:
You don't need any fancy math.
Say you have two steps of different lengths x1 and x2. How about dividing each of those into smaller, equal-length steps of x0 each? So x1 + x2 = a*x0 + b*x0 where a and b are different positive integers. Now you have a series .of equal-length steps. And you know that equal-length steps of any number give a zero mean, right?
Why would you do this? The other result is two lines and it is patently correct. And the "fancy math" is the common language of probability which is the pedagogic purpose here.
 
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  • #14
I think I got it
How can I write the calculation process?

##<k>=<k_0+k_1+k_2,,,,>=<k_0>+<k_1>+<k_2>+,,,,,=0##
right??
 
  • #15
arcTomato said:
I think I got it
How can I write the calculation process?

##<k>=<k_0+k_1+k_2,,,,>=<k_0>+<k_1>+<k_2>+,,,,,=0##
right??
Absolutely.
I will let you worry with the formalism for a while...work it from the end backwards if it helps. Or meet in the middle.
 
  • #16
I appreciate for your help!
Tell me again if there is a problem I do not understand!
 
  • #17
rude man said:
You don't need any fancy math.
Say you have two steps of different lengths x1 and x2. How about dividing each of those into smaller, equal-length steps of x0 each? So x1 + x2 = a*x0 + b*x0 where a and b are different positive integers. Now you have a series .of equal-length steps. And you know that equal-length steps of any number give a zero mean, right?
I don't see how that results in a proof. What is the mapping between this and the original problem? E.g. how does a sequence of n steps translate, and where might you end up?
Secondly, it gets a little messy if the two lengths have an irrational ratio.
Thirdly, although I do not get the point of the hint, you seem to have misread it. It says, a succession of random walks, wherein each random walk has a single step length (implying that different walks in the sequence can have different step lengths).
 

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