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  • How many games of chess are there?

  • So, there is a popular fact that

  • the number of games of chess is greater

  • than the number of atoms there are in the observable universe.

  • This is the fact. Is it true?

  • Well, the number of games of chess is known as Shannon's number

  • so let's find out what is Shannon's number, and how it was worked out.

  • Claude Shannon. He... in the 1950s he wrote a paper "How to program a computer to play chess"

  • ...It was about how to program a computer to play chess.

  • And in that paper he came up with an estimate for how many games of chess there are

  • So it is only an estimate.

  • So he estimated that the number of games of chess would be

  • Ten to the power...round about ten to the power 120

  • Which is... well, just massive! It's billions and trillions of googles

  • It's so massive, that's a huge number.

  • If we compare that with atoms in the observable universe

  • there's about ten to the 80 atoms in the observable universe

  • so there are more games of chess

  • You could assign billions of games of chess for each atom in the universe.

  • How did he come up with this massive figure?

  • So what he decided was, well, he looked at some games of chess and he said

  • Well, on average, at any position, there are about thirty legal moves that you can make.

  • So, the first player would have thirty legal moves he could make

  • And if you do two moves, that's the first player then the second player

  • Then that would be, for each move by the first player

  • the second player would have thirty.

  • so if was only two moves

  • It'd be thirty by thirty

  • So that would be NINE HUNDRED already, just with two moves

  • Some terminology here: when I'm saying *moves* I actually mean what is called a *ply*

  • That means that one player goes first, then the second player goes next, then the next player...

  • So in chess terminology a move is the white player then the black player

  • So another move would be the white player again, the black player again.

  • But we're just going to say *moves* to be: each player takes a move

  • It's actually called a ply in chess terminology.

  • So if the first player has 30 legal moves he can make

  • Then for each move the second player has another 30 legal moves he can make

  • So with just two moves there are nine hundred moves you can make altogether.

  • If it was three moves, it would be 30 by 30 by 30

  • If it was four moves, it would be 30 by 30 by 30 by 30.

  • Shannon said, Well, a game is about 40 moves.

  • Ah, that was in chess terminology, so he means 80 plays.

  • So...

  • This is all Shannon did, he said

  • A game is about 30 legal moves...

  • 80 plays

  • and that is around about 10 to the 120.

  • BRADY: Well that is the most wishy-washy...

  • JAMES: Yeah. It was only in passing, it was only an estimate, it was only a paragraph of the paper

  • And he did this rough estimate, this rough number, to show that if you had a computer

  • and it was trying to work out then the future of the game, and trying to work out

  • all the legal moves and where this game was going to go

  • so that it could make decisions, sort of, how to play next...

  • Then, the computer would never make a move

  • If it was calculating one game per microsecond it would be until the end of the universe

  • it would never play. This was the point Shannon was trying to make with this rough estimate.

  • So we're going to have a look at a sequence of games there are when each player takes their turn.

  • So the first move is by white.

  • So...let's take the first move, and white has twenty legal moves.

  • So we've got...we've got one here for each pawn, so that's eight.

  • We've got the double move there by each pawn, so we've got sixteen.

  • We've got two moves there for each knight...two moves on this side here and here...

  • And that's twenty.

  • So, twenty moves for the first player. Now black takes the next turn

  • And for the next turn he can respond with the same twenty moves.

  • So for each move player 1 takes, black can take twenty moves, so you multiply, it's 20 by 20...

  • There are now 400 games that could have happened, already.

  • With just two moves there are already 400 games that could have happened.

  • Let's see what happens next. Then suddenly it becomes much more complicated.

  • When white plays next it becomes...8902 moves. Suddenly, phoof! 8000, well, nearly 9000 games that you can play, with just 3 plays.

  • BRADY: This sounds a lot more precise than what Shannon was doing, this is real numbers.

  • JAMES: Yeah, these are real numbers. With these small numbers we can work this out.

  • So far so good -- it's going to get harder with larger numbers.

  • So, let's write out a few more.

  • The next move is black, and he'll have 197,742.

  • So after black moves again we now have 197,742 possible games that could have been played.

  • All the possible games we could have done in those four moves is already 200,000.

  • BRADY: This is crazy.

  • JAMES: Huge numbers already, huge numbers.

  • BRADY: Although, you are able to know exactly what the number is, so it just seems like

  • if you spend enough time on this you'll be able to...

  • JAMES: So OK, we can keep going can't we? So we can keep going

  • and these numbers are going to get bigger and bigger

  • Now, in theory, the total number, the largest number, the longest chess game can be...

  • something around 11,800 of these plys.

  • 11,800.

  • That's invoking though, you have to invoke the 50 move rule, cause you could just go on forever,

  • if you just ended up with two kings, just going backwards and forths.

  • A game could last forever. So there is a rule that stops a game lasting forever that says:

  • Well, if you've played 50 moves with nothing being captured, and you're just messing about--

  • BRADY: Or a pawn being moved, isn't it.

  • JAMES: Yeah it's a pawn hasn't moved, something hasn't been captured,

  • or you repeat the board three times. If that happens then you call it a draw.

  • So there's a cut-off point. Now some people have worked out what the longest possible chess game is...

  • It's something around 11,800. There's some disagreement, not much disagreement though,

  • Within, a hundred or so of that.

  • So if you see how fast this sequence is growing, can you imagine how many games there are

  • altogether. Especially when you're going all the way up to nearly 12,000 moves.

  • Some of those games would be nonsense games, where you can win,

  • you've only got one move left and you can win in one move, but you don't,

  • you start moving other pieces and you start doing other things.

  • It becomes a massively complex tree of possibilities

  • and that's why this number is, just, going off to a HUGE numbers.

  • Godfrey Hardy, a famous 20th century mathematician

  • He tried to estimate the number of chess games there were.

  • His estimate was ten to the power ten to the power fifty.

  • Let me say that again: it was 10^(10^50).

  • This is miniscule when you compare it with what Hardy's estimate was.

  • What Shannon was doing was saying, "This is a forty move game, where the average number of moves is thirty."

  • So he was saying that if there were 80 plays, that's what he's saying,

  • He's saying this is about ten to the power 120.

  • That's what Shannon is saying.

  • So he's not even considering all these other games.

  • So it was Godfrey Hardy, the famous 20th century mathematician - worked at Cambridge, discovered Ramanujan,

  • He tried to estimate how many games of chess there were.

  • It was actually when he was writing about Ramanujan, cause Ramanujan had sent him a paper which had a large number in it

  • He said, "Just to understand how big this number is, if you compare it to the number of games of chess

  • I reckon that's 10^(10^50)."

  • Was Hardy close? I don't know. He didn't give any working out for this, this was in passing

  • I did say a lot of these would be nonsense games; let's try some sensible estimate.

  • If it was, let's say if each player had an average of three sensible moves,

  • instead of thirty legal moves. Same sort of idea. If we did that...

  • So instead of 30^80 it would be, say, 3^80. Does that seem more reasonable? Yeah?

  • So that's 3^80, I can tell you that's around about 10^40. So now not as large as the number of atoms in the observable universe

  • Still, still very large though, 10^40.

  • If for example, everyone in the world paired off and they had to play a game of chess every day

  • and it had to be a different game every day, and they did that...

  • To play all possible games, this 10^40 sensible games

  • it would still take you trillions and trillions of years to play them all.

  • Or if you think about it another way

  • If we consider all games of chess that have ever been played in history,

  • then that is only a tiny fraction of all the possible games of chess there are to play.

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  • And thanks to squarespace for supporting this episode.

  • As they like to say, "Build it Beautiful"

  • BRADY: Do you play chess?

  • JAMES: I do play chess, I know chess, I'm no expert on chess, I'm no grandmaster.

  • I play chess for fun perhaps. I used to play chess with my dad.

How many games of chess are there?

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A2 初級

棋牌遊戲有多少種可能? (How many chess games are possible?)

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    林宜悉 發佈於 2021 年 01 月 14 日
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