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Subject: Re: Pattern Recognition and Fuzzy Definitions

Author: Serge Desmarais

Date: 16:38:05 09/06/98

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On September 06, 1998 at 19:04:32, Robert Henry Durrett wrote:

>Everybody has read or heard about how the top chessplayers can almost
>instantaneously spot similarities, in the position on the chess board, with
>positions they have encountered before and how they can recall the plans that
>worked before thereby giving them a big head start in the current position.
>
>But pattern recognition is not limited to GMs, nor even to chess.
>
>Someone once said that pattern recognition forms the basis for language, if I
>recall correctly.  For example, if you hear the word "recognition," for example,
>and then try to recall the exact dictionary definition(s)of that word, you
>probably will not remember.  But, that doesn't keep one from using that word in
>a conversation.
>
>There is a combination of recalling the thought you are trying to express and
>recognizing that it is similar to a thought you encountered in the past.  You
>recognize that the word "recognition" was associated with that thought.  You
>then leap to the use of the word "recognition" in the sentence you are
>verbalizing.  This all happens very fast, and mostly at the subconscious level.
>
>Compare the two cases.  In the first case, a GM is in a chess game, sees a
>position, and recognizes the need for a "plan.'  [In the second case, the person
>is in a conversation and "sees" the need for a word.]  Then, in the first case,
>there comes an awareness of a similarity. [the same is true in the second case.]
> Etceteras.
>
>So, pattern recognition is used in the above two cases, but in many many other
>ways in our daily lives as well.
>
>Now, recall the problem with defining the word "combination."  When you hear
>this word, the mental process of searching, subconsciously, for memories when
>this word was used before conjures up images &/or thoughts.  But, and this is
>the important part, these images/thoughts are FUZZY.
>
>Only after doing some thinking [mostly consciously]will a verbalized
>"definition" be produced.  But if the idea being verbalized is fuzzy, then so
>too will be the definition.
>
>To generalize, I believe that most of the chess words in our chess vocabularies
>are inherently fuzzy when we first think about them.
>
>If someone says the word "combination" to us, we will probably almost instantly
>start recalling combinations we have seen in the past.  These will be fuzzy as a
>rule.
>
>[Incidentally, this "recalling" is NOT cognitive thought.  It is more like a
>downloading from memory into the conscious mind [the "CPU" if you will.]
>
>The fact is that coming up with an airtight definition takes quite a bit of
>conscious thought.  It is not easy.  [Assuming we have not rote memorized a
>definition.]
>
>So now, do we impose our fuzzy thinking and fuzzy "definitions" on our chess
>engine and try to encode them into the computer programs?


If I remember right Hitech was using a kind of pattern recognition to play
chess? Maybe just for the endings?


Serge Desmarais



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