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Subject: Re: Never Say "Impossible"

Author: Dann Corbit

Date: 11:59:15 05/16/01

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On May 16, 2001 at 14:55:07, Dann Corbit wrote:

>On May 16, 2001 at 14:35:18, Uri Blass wrote:
>
>>On May 16, 2001 at 14:07:18, Robert Hyatt wrote:
>>
>>>On May 16, 2001 at 13:05:13, J. Wesley Cleveland wrote:
>>>
>>>>On May 15, 2001 at 22:11:15, Robert Hyatt wrote:
>>>>
>>>>>On May 15, 2001 at 12:18:43, J. Wesley Cleveland wrote:
>>>>>
>>>>[snip]
>>>>
>>>>>>>First, how do you conclude 10^25?  assuming alpha/beta and sqrt(N)?
>>>>>>
>>>>>>It is a classic alpha-beta search with a transposition table large enough to
>>>>>>hold *all* positions found in the search. I'm guessing at the number of
>>>>>>positions, but I feel that the same logic should hold, as only positions with
>>>>>>one side playing perfectly would be seen.
>>>>>
>>>>>I don't follow.  We know that within the 50 move rule, the longest game that
>>>>>can be played is something over 10,000 plies.  IE 50 moves, then a pawn push
>>>>>or capture, then 50 more, etc.  Eventually you run out of pieces and it is a
>>>>>draw.  But 38^10000 and 10^25 seem to have little in common.  The alpha/beta
>>>>>algorithm is going to search about 38^50000 nodes to search that tree to max
>>>>>depth of 10,000.
>>>>
>>>>Look at it another way. The only positions that are visited by an alpha/beta
>>>>search (with perfect move ordering) are those where one side plays perfectly.
>>>>The question is what fraction of the total number of positions that is.
>>>>
>>>
>>>The precise formula is:
>>>
>>>    N = W^floor(D/2) + W^ceil(D/2) for all D.  floor means round down in integer
>>>math, ceil means round up.  For the cases where D is even:
>>>
>>>    N = 2 * W^(D/2)  which is 2 * sqrt(minimax).
>>>
>>>If you assume that the total number of positions is roughly 2^168, then you
>>>get 2 * sqrt(2^168) or 2 * 2^84.  Which is fairly close to the number of atoms
>>>in the universe.  Note that 168 is not cast in stone either.  It might be a
>>>few bits more or less, but it is probably close.
>>
>>It is proved to be clearly less than 2^168.
>>I believe my counting program proved that it is less than 2^160 but I have not
>>the numbers near me.
>>I guess it is between 2^140 and 2^150.
>>
>>I had an idea how to get a good estimate for it by a program but nobody tried to
>>calculate an estimate for it.
>>
>>My idea is simply to generate a lot of random pseudo legal positions(1000000 is
>>enough) and try to find the number of legal positions.
>>
>>In order to generate pseudo legal position you need to the following steps:
>>
>>1)Calculate the number of pseudo legal positions for every possible legal
>>material structure
>>2)generate a random pseudo legal position.
>>3)check if the pseudo legal position can be achieved by a chess game.
>>
>>If you find that the number of pseudo legal positions is 10^47 and you also find
>>that 173 out of 1000000 pseudo legal positions are legal then
>>10^47*173\1000000 is a very good estimate for the number of the legal positions.
>>(If you have enough pseudo legal positions that are legal you can be sure with
>>95% confidence that the mistake in the estimate is less than 10%)
>>
>>It seems that nobody is really interested in the number of legal positions so we
>>are not going to know a good estimate.
>
>One way to get an absoulute upper bound is by a minimum encoding.  I believe
>KarinsDad had an encoding that was 164 bits in length (IIRC).  If true, then
>there cannot possibly be more than 2^164th chess positions, and surely less than
>that since some fraction won't be legal.  But as an absolute upper bound, we can
>say a correct encoding that enumerates all chess positions in n bits implies
>with certainty that there cannot be more than 2^n possible states and hence
>positions to that vector.
>
>If (for instance) you could somehow encode a chess position that would work for
>any board position into 100 bits, that would prove that 2^100 is the largest
>possible number of board positions.

Weak math again.  For an n-bit encoding, we could have all bits set, rendering
the maximum possible count for an n-bit encoding as:
count = 2^(n+1)-1



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