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Average Arctic Distance (Posted on 2022-10-21) Difficulty: 4 of 5
Two points within the Arctic Circle are chosen at random, using a uniform distribution over the entire area. That is, any region of a given area is as likely as any other region with that area, to receive a given point.

What is the expected value of their great circle distance from each other?

Assume:

  • The Earth is a perfect sphere with radius 3,958.8 miles.
  • The Arctic Circle is located at 66.55° North.
Both calculus answers and simulation answers are welcome. As we are using approximations here, especially about the perfect sphericity of the Earth, the exactness of calculus is not really needed.

Part 2:

... and how about two points on the whole Earth?

See The Solution Submitted by Charlie    
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soln | Comment 2 of 8 |
Part 2 comment - after I read the word "easy" in BS's solution, I too realized that part 2 is just the average separation on a great circle. D'oh! Anyway, I had simulated the two cases. The results are below. Since doing the whole globe, in addition to the cap, takes a lot longer, I include a final longer run with just the cap. 

 
     Num of pairs     % pairs on cap   ave miles globe     ave miles cap 
--------------------------------------------------------------------------------

    100000  0.186   6218.922   1410.001

   1000000  0.175   6215.264   1442.732

  10000000  0.170   6218.219   1458.706

 100000000  0.170   6218.347   1455.410


  10000000  0.170    ---       1456.435

 100000000  0.171    ---       1455.409

1000000000  0.171    ---       1457.298


So, globe: 6218.3 miles, cap: 1457.3  (+/-) 2 miles,


Or, better: 

   globe: 10,007.4 km,   cap: 2345.3 km


Edited on October 22, 2022, 5:26 pm
  Posted by Steven Lord on 2022-10-21 13:26:46

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