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Levenshtein Coding Mystery Cache

Hidden : 2/1/2017
Difficulty:
3 out of 5
Terrain:
1.5 out of 5

Size: Size:   other (other)

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Geocache Description:

Levenshtein Coding

Vladimir Levenshtein developed a data compression method for encoding non-negative numbers.

Encoding

Initialize the step count variable C to 1.
Write the binary representation of the number without the leading "1" to the beginning of the code.
Let M be the number of bits written in step 2.
If M is not 0, increment C, repeat from step 2 with M as the new number.
Write C "1" bits and a "0" to the beginning of the code.

The code begins:
Number Encoding Implied probability
0 0 1/2
1 10 1/4
2 110 0 1/16
3 110 1 1/16
4 1110 0 00 1/128
5 1110 0 01 1/128
6 1110 0 10 1/128
7 1110 0 11 1/128
8 1110 1 000 1/256
9 1110 1 001 1/256
10 1110 1 010 1/256
11 1110 1 011 1/256
12 1110 1 100 1/256
13 1110 1 101 1/256
14 1110 1 110 1/256
15 1110 1 111 1/256
16 11110 0 00 0000 1/4096
17 11110 0 00 0001 1/4096

To decode a Levenshtein-coded integer:

Count the number of "1" bits until a "0" is encountered.
If the count is zero, the value is zero, otherwise Start with a variable N,
set it to a value of 1 and repeat count minus 1 times:
Read N bits, prepend "1", assign the resulting value to N

So to encode the give coordinates would equate to 01110001 11100001 11000110 00000010 11011110 011000
Converted to hexadecimal this gives 71 E1 C6 02 DE 60

and now for a puzzle as the cache is not at the given location

N54 52.(london - darlington) * (sunderland - london) * (durham - edinburgh) - (newcastle - london) W001 37.(pelton - london) * (ouston - pelton) * (london - sunderland) * (durham - edinburgh) - (pelton - london)


You can validate your puzzle solution with certitude.

Additional Hints (No hints available.)