An intutive counterexample to the axiom of choice
blog.rongarret.info
blog.rongarret.info
However, remember that the axiom of choice is technically a statement about the existence of certain functions, specifically functions that map from any set of non-empty sets to elements of those sets. Whether or not the existence of those functions says something about the possibility of "choosing" is more of a terminological question about how to connect informal natural language to mathematics than it is a substantive mathematical question.
Turning to the mathematical question itself, it seems to me that the author's intuitions fare poorly. The author argues that we apparently cannot "choose" an element from a set that contains only numbers that are not finitely describable. But the mathematical question is about the existence of a mapping function, and it seems that whether or not the numbers in each set are finitely describable is irrelevant to this question:
Consider the function f(x) = x + 1. This function is defined for all real numbers x. It maps each real number to another real number. Note that the domain of the function includes even those real numbers that are not finitely describable. The meaning of the function itself is nevertheless clear and the function is easy to write down. The fact that the domain of the function includes indescribable numbers is not relevant to the question of whether such a function exists mathematically.
The author's argument relies on "indescribable-ness" somehow blocking the ability to "choose" an element. But that trades on a vague, intuitive understanding of "choosing", which doesn't capture what the AC is about. The AC is about the existence of certain functions. Since the "indescribable-ness" of the domain of a function is not relevant to its existence, the author's argument doesn't successfully attack the AC.
But that is not at issue. What is at issue is whether or not a function exists whose domain is an (infinite) set of indescribable numbers and whose range is a member of the set. The existence of such a function is far less clear.
Of course you can postulate the existence of such a function. But you can also postulate the existence of an oracle for the halting problem. My gut tells me that these two ideas have a lot in common.
> Remember that I am not here trying to argue for the truth of the AC; I'm arguing against the author's argument.
Yep, I get that.
> The author's argument, as I read it, relies on an intuition that "choosing" an element that is not-finitely-describable is problematic.
Not quite. Choosing an element from a set where all of the members are not-finitely-describable is problematic.
> However, the mathematical meaning of "choosing", in the context of the AC, is a statement about the mathematical existence of a certain function.
Yep, I get that.
> To respond to the author's intuition requires only showing that not-finitely-describable domains are not a "problem" for the existence of functions.
No, you would have to show that defining a function on this particular set is not a problem. Note that this is not the same thing as defining a function on elements of this set. That is obviously not a problem. But defining a (non-trivial) function on the set itself is.
It doesn't have anything to do with AoC per se, it has to do (I claim) with people's intuitions about AoC. Specifically, an infinite set of arbitrary subsets of the set of indescribable reals is something for which a reasonable person might be a tad suspicious about postulating the existence of a choice function.
https://mathoverflow.net/questions/44102/is-the-analysis-as-...
The point is there is a lot of nuance and no matter what one believes regarding choice there will be unintuitive results. For instance, when the axiom of choice fails you can have an infinite set with not countably infinite subset. The reals can be a countable union of countable sets. There is a set that can be partitioned into strictly more equivalence classes than the original set has elements, and a function whose domain is strictly smaller than its range. In fact, this is the case in all known models.
A similar result is that there are models of the reals in ZFC that are countable, even though the reals are not countable. How can this be? Well it's similar to the above argument, those models do not represent the actual real numbers.
All this means is that it's not possible to categorically define real numbers in first order ZFC. Any axiomatic definition of the reals in first order ZFC will have some models that satisfy those axioms but are not actually real numbers.
The reason I brought this up is because when you said that there are models of ZFC where every real is definable, those reals are only definable from outside of the model. From within that model there are still undefinable reals and hence I don't think it matters too much to the point lisper is making.
Maybe to put it another way, there is no model of the reals where within that model all reals are definable, and hence lisper's point stands.
I'm not a math expert, but "populating" a set strikes me as an imperative programming mindset. In math, I understand a set more like a function returning a boolean that indicates membership. If the contents of the set change, then it's just a new set.
Set A is the set of all widgets that have a frozz. The existence of Set A doesn't imply that there exists a widget that has a frozz. Perhaps the existence of such a widget is an open question. But the set is perfectly well defined.
By the way, it is worth keeping in mind how Gödel proved the consistency of the axiom of choice. Roughly speaking, the steps are: start with a model of ZF, build from it an inner model where all sets are definable (in a sense) in terms of ordinals, that model (called the "constructible universe") satisfies the axiom of choice. In other words, the axiom of choice holds as soon as you assume that all sets are constructible.
OK, but how are you going to construct a bijection from an arbitrary infinite set of undefinable numbers onto a set with a choice function without the AoC?
Ultimately, you're saying that if we have an indescribable x, then x+1 is conditionally describable (to abuse terminology). But I think that just sidesteps the question. Even then, if we're taking a computability lens, then indescribable(x) implies indescribable(x+1), which would seem to imply that applying your function to indescribable x's is a moot point.
The fact that your function is finitely describable even though we can't describe each of its applications is admittedly a mindfuck.
edit: Hm... thinking about it. The finitely-many-symbols argument also only holds if you consider finitely many interpretations of those symbols and if there actually are only finitely many symbols.
But it does not mean the set is well defined. The description is not necessarily clear an unambigious. It might not be consistent under the generalizations we come up with.
> "the set of all undescribable primes"
Interesting example, because the set is trivially empty under the assumption that we can describe any finite natural number by writing down its decimal expansion. (Based on that you can either argue that the primes are a subset of the natural numbers or that the primes are countable.)
I see no reason to believe that "undescribable" is a well defined property so far.
Well, obviously such a set must be defined relative to whatever system you're using to describe the numbers. But once you have it, you can simply declare that a number is in your set if and only if there does not exist a finite description in your system of choice. (In other words, you enumerate the countable many finite descriptions in your system, put them in the set, then define the new set as the complement.) How is that ambiguous?
> Interesting example, because the set is trivially empty under the assumption that we can describe any finite natural number by writing down its decimal expansion. (Based on that you can either argue that the primes are a subset of the natural numbers or that the primes are countable.)
Whoops, you're right, all integers are describable. Perhaps I should amend that to "the set of all undescribable real numbers with a prime integer part", or something along those lines.
The problem I see is that we do not have such a rigurous system and instead can introduce new notation, and how we decide on the notation may change the contents of the set of undescribable numbers. If there is no ambiguity, because we are using a very limited description language that can not be extended, we may be too restrictive in the language so the set becomes meaningless, e.g., because we could describe a number within it outside of the system which represents a trivial choice function.
* ZFC does not have a unique model that satisfies the axioms.
* Each of those models have different "undescribable numbers" with different properties.
But it was a long time I touched model theory, and it was just an optional extra course at uni.
However, there is a way around it, by taking as axiom that ZF is consistent, choosing some model M of ZF, and then talking about the set S of numbers inside M that cannot be described.
[0] https://en.wikipedia.org/wiki/Tarski%27s_undefinability_theo...
> Informally, the theorem says that the concept of truth of first-order arithmetic statements cannot be defined by a formula in first-order arithmetic. This implies a major limitation on the scope of "self-representation". It is possible to define a formula True(n){\displaystyle True(n)} whose extension is T∗,{\displaystyle T^{*},} but only by drawing on a metalanguage whose expressive power goes beyond that of L.L. For example, a truth predicate for first-order arithmetic can be defined in second-order arithmetic. However, this formula would only be able to define a truth predicate for formulas in the original language L.L. To define a truth predicate for the metalanguage would require a still higher metametalanguage, and so on.
It’s easy to pretend math is some universal language but it’s really several mutually exclusive languages.
Infinity is not a number. You can pretend it is and there are several ways to build a mathematical system around such a choice, but it isn’t inherently correct. So in your example f(x) may no longer include negative infinity and there is no paradox, it may include multiple infinite numbers and the lowest of them are now excluded, or you can say x and f(x) are the same etc.
In the end there is no deeper truth here just the results of various completely arbitrary definitions.
It depends on what you think a number is. Most people who think about it agree a number is the name that we give to equinumerate sets, so two eggs and two ducks are equinumerate, we can give a bijection between these sets; they have the same property, "twoness" and we abstract twoness to the number 2. If so, then infinity is a number, it this the number-ness of the set {1, 2, 3, ... }
Let’s not mix up teminology and semantics. What a number here is is quite clear, we’re all talking about relatively standard math, the standard axiom of choice, and not some opinion on numbers. Sure, you can also say a planet is a mammal »depending on what you think a mammal is«, but that doesn’t lead to any sort of fruitful discussion.
My point is that infinity is certainly not an individual number. It represents quite a few concepts, all of which have some number like qualities.
Sure, maybe. I think saying "infinity is a number" is wrong regardless. I'm happy with aleph-0 being a number, and I'm happy with it having a label of infinity. I'm just not happy with treating infinity as a single thing. We're totally on the same page in every way that matters though. I'm also certainly with you on questioning Retric's comment for a number of reasons, haha.
edit: Actually...I'm not so sure they mean aleph-0. I think frequently they mean the infinity of the extended real line. Maybe it depends on the context of the conversation.
Note that this view is common but not universal: https://cs.nyu.edu/pipermail/fom/2023-January/023710.html
EDIT: There is no least real number under the standard ordering. There is a least real number for a given well ordering. If you are asking me to define a well ordering on the reals then your request question should have been stated differently.
I’ve seen some truly bizarre definitions of the reals which are internally consistent and include things like the lowest possible number.
The widely accepted first order axioms of the natural numbers have nonstandard models. Of course each such model has an isomorphic initial segment. There are two things going on. There is the set of axioms and there are models for those axioms. I think in your usage: “define real number” corresponds to “give the axioms for the real numbers”. I’m not sure though.
> Anyway, axiom/models is the common terminology though I recall a rather long rant that postulate is better once you start talking about multiple incompatible systems.
Model has a very specific definition in this area of mathematics. This sentence is nonsense.
See this exchange for details
https://math.stackexchange.com/questions/2812355/does-infini...
It's not a real number, true. But that has no bearing at all on the validity of f(x) = x + 1, since that function is well-defined with both its domain and its range as all real numbers and no others. You don't need infinity to be a number to define that function.
If it's possible to construct the set at all, then there is by definition no function that can be described in a finite number of symbols that can select an element from the set (since if a finitely describable function can define a member of the set, it shouldn't be in the set - you'd define the element as being the result of the function).
I don't know what the scholarly view is on relying on functions that cannot be defined in any human language, including mathematics. I would intuitively lean towards not allowing them in proofs, but perhaps they're useful mathematically?
Another interesting aspect - these are numbers, so presumably there is a smallest one, but identifying that is definitionally ruled out too, since 'smallest element in the set of numbers indescribable in a finite sequence of symbols', is itself a finite sequence of symbols.
It should be noted that there are models of ZFC in which each real number is definable. You may be interested in reading the top answer on this mathoverflow.net question:
https://mathoverflow.net/questions/44102/is-the-analysis-as-...
This is all crazy stuff, but it would be consistent:
No axiom of choice -> no well-ordering -> no smallest number.
To choose an element from every one of a set of sets, we must describe the method of choice as a halting algorithm executable by a Turing Machine.
I have a masters in math. Concrete numbers are irrelevant to me, and their explicit representation is even less relevant. Any number can easily be described by x.
Btw this is just the standard reason for the existence of the Axiom of Choice. If there exists a procedure to describe which number to choose (i.e. an algorithm/formula), you don't need AC at all.
IMO the only "intuitive" anti-AC argument is, that you can get most of math with Axiom of Countable Choice, while you avoid paradoxes like Banach-Tarski.
but if you replace AC with a weaker axiom, Axiom of Dependent Choice, you can construct a model in which all subsets of reals are measurable (called the Solovay model), which precludes the Banach-Tarski paradox (which requires non-measurable sets).
Could BT be constructed without AC but with other way of ensuring there exist non-measurable sets? No idea.
The problem here is not that there does not exist a procedure to describe which number to choose, the problem is that there does not exist any way to describe which number you chose. Those are not the same thing.
https://www.solipsys.co.uk/new/APointAgainstTheAxiomOfChoice...
Wait, I think you just made me realise that my intuition for AoC is wrong and actually matches AoCC instead, and that I'd never stopped to consider that the collection of sets you're choosing from could be uncountable. If that's correct, that explains so much.
But the entire point of the axiom of choice is to say "that's fine; you're still allowed to use 'unconstructed' choice functions in your proofs".
Would the OP reject the statement "let x be an element of the set of numbers that cannot be defined with finitely many symbols"; such a statement does not depend on the AoC, but I think the OP complains about making even a single choice.
This is where the axiom of choice is interesting; many people feel that it seems intuitively reasonable, but the implications are counterintuitive (e.g. banach-tarski)
You can assume there exists a number between 3 and 4 though, no problems there.
As for the integer example, the integers are all easily (finitely) constructed (successors to 0 and their additive opposites), so it isn't a consistent concept to say "This is an unconstructable integer." Sets, on the other hand, are not necessarily always constructable, unless you only take the constructivist axioms.
It's different because there's nothing that says such a choice function _cannot_ exist (short of an axiom that says explicitly so).
No, the argument is that if you cannot describe the choice then you have a problem. My argument does not assume anything about the choice function, it's merely an informal observation about its output.
If so, your problem is not with the axiom of choice.
Edit: "Not being able to describe the choice a choice function makes" and "not being able to construct it" are really the same thing.
Hm, good point. No, that's not the problem because that's just the same as saying "let x be an undefinable number". The problematic statement is (I think -- I need to think about this some more) "let f be a choice function on (infinite) sets of undefinable numbers". If x=f(S) that is not the same as "let x be an undefinable number" unless S is the set of ALL undefinable numbers, which it need not be.
The question is specifically what weird undefinable numbers have to do with anything; why those are specifically a problem.
Let S be the set of all non-finitely defined real numbers.
Let (Sn) be the sequence of sets such that Sn = {s in S : n-1 < s < n}
Am I allowed to say "let s1 be an element of S1"? Or "s2 an element of S2"? (Note that we don't need the axiom of choice to get a choice function for this sequence; I can easily construct one; does that change anything?).
I don't think so. The way you have constructed the Sn's allows you to re-use a choice function for one set for all the other sets. But I don't think this is possible in general.
This is the thing that makes it hard. If you don't impose some sort of structure on the Sn's then I think you will have a very hard time constructing a choice function for them. That's the whole point. If you want a choice function for such sets in general you have to just assume that one exists without being able to actually exhibit one. Your assumption may be mathematically valid (because AoC is consistent with ZF), but I submit that a reasonable person might find it a little hinky.
In the example we are talking about a single set. The deduction "the set is non-empty => we can pick an element" is much more basic than AC.
On the other hand, it's always refreshing to see someone pushing us to think in this constructs.
Logic is hard!
The actual HARD PART about the axiom of choice is that the thing f that picks from the collection of sets to its elements that has to exist must be a function. The axiom of choice does not have any reference to f being "described using any finite collection of symbols", or "computable". f must not be computable or graspable or describable, these are not constraints put onto f by the Axiom of Choice. But it must be a function!
Why is "being a function" a constraint for f at all? Not everything that goes from set A to set B is a function. Functions have to be able to be described in terms of sets, and not every collection of items is a set. The notion that every collection is a set is called naive set theory, and it does not work (see Russel's paradox). This is the hard part about the axiom of choice.
So if someone invokes some argument over complex concepts about computability, or being stateable, that's not even true of stuff outside of the Axiom of Choice and definitely not why specifically the AoC is hard.
I've edited this a lot, but it might still depend on the AoC if you can construct such a function in general, my ideas didn't work (e.g. two complex infinite sets per set are already hard)
> Is it trivial to construct a function that picks a single element from an arbitrary set that’s not ordered numbers (say, the real endomorphisms)?
With no constraints on the function this is the AoC.
"The Axiom of Choice is obviously true, the well-ordering principle obviously false, and who can tell about Zorn's lemma?"
Maybe you already know, but this argument is wrong, see Hamkins "Pointwise definable models of set theory". It's a triple whammy: 1) You can't state the argument formally, because the property of describability is undefinable (Tarski's undefinability of truth). 2) Whatever your theory claims about uncountability, from the outside there's always a countable model of it (Lowenheim-Skolem). 3) And if you have a countable model, there's nothing stopping you from having a finite formula for every member of it (making it a "pointwise definable model"). All the details are worked out in the paper: yes Virginia, there are models of ZFC whose every member - every set, every function, every real number - is definable by a finite formula.
Also a lot of nice counterexamples in this reddit thread: https://www.reddit.com/r/math/comments/d9sp9h/the_math_tea_a...
For example:
> "Take your favorite real in some model M. We can take a forcing extension to a model M[G] in which the real is coded in the continuum function below aleph_omega. Now it's definable."
Or:
> "There is a computable real that ZFC doesn't prove is a computable real."
But there are uncountably many finite collections of symbols. Sorry, you will have to take the axiom of choice out of my dead cold hands. Banach-Tarski just tells us if we use un-measurable sets, they don't have much to do with our understanding of physical space. But that's fine, because sets are just collections, and physical space is undoubtedly more than that.
How do you mean? Because there are uncountably many symbols? I'm not really sure what a symbol means in this context.
Apparently I've missed that the parent referred to the finite collections and in fact was wrong making my previous comment misplaced. Thanks for pointing it out :)
There are uncountably many countable collections of symbols.
Edit:
The above is true if your symbols are countable. If they are uncountable, then obviously there are uncountable finite sets of your symbols (As the singleton sets are a subset, and those are uncountable).
Only if there are uncountably many symbols. But this is a fair point. I'll need to define what I mean by "symbol" more clearly.
As others have pointed out, that depends on how big the set of possible symptoms are.
If the set is finite, then there are a countable number of finite collections (the countable union of countable sets is still countable).
If the set is countably infinite, then there are still countably many finite collections.[1]
If the set is uncountably infinite, then you're right. However, the author is probably talking about all symbols known to humanity, which clearly is not only not uncountable, but it is finite.
[1] https://math.stackexchange.com/questions/200389/show-that-th...
The set of finite subsets of a countably infinite set, is countably infinite.
There is a computable bijection between the set of natural numbers and the set of finite sequences of natural numbers.
(There IS a sense in which what is going on here is the distinction between what category theorists call "internal" and "external" Choice, but I'll not get into that for now since I think the following is more important to point out first.)
The result/paradox here has more to do with Tarski's indefinability theorem, under which no suitable formal language is able to define the concept of definability in that same language.
See also https://mathoverflow.net/a/44129/3902 for more discussion on what goes wrong in attempting to formally prove that "undefinable" numbers exist by this common but naive argument from uncountability.
The gist of the above MathOverflow link and of Tarski's indefinability theorem is that we must keep in mind that Cantor's famed diagonal argument for uncountability is a constructive argument. Given any function from N to 2^N, it defines an explicit element of 2^N not in the range of that function. So there would be something paradoxical in concluding that this explicitly defined value is not definable.
Why is almost no one more critical of this? A 'number' you can't describe or do computation with? Why do we still call this a number? If I ask Google to define number I get
> an arithmetical value, expressed by a word, symbol, or figure, representing a particular quantity and used in counting and making calculations.
Almost all (in the mathematical sense) 'real' 'numbers' can not be expressed, nor can be used for counting or making calculations.
Over the years I'm becoming more and more convinced we should reject the 'real' numbers as our default mathematical object for numbers, and switch to a basis that has a computable foundation. There is some work being done in this area, but not nearly enough in my opinion: https://en.wikipedia.org/wiki/Computable_number#Use_in_place...
How real are real numbers?
Computer scientist don't accept noncomputable objects. Mathematicians do.
To a scientist, existence means "you, or someone, can find it, at least potentially". To a non-constructive mathematician (the common kind) existence means "you can't prove it doesn't exist, and I choose to believe it does, at least in the current game I am playing."
Mathematicians use the term "real numbers" to describe precisely the set of numbers you get when you take all the numbers that could plausibly be computed, and then declare that all the holes between numbers we can individually compute/describe are completely full of numbers. This is justified because you can't prove that any specific one of them is impossible to write.
(But there are some so called "real" numbers that are impossible to calculate, even approximately, like Chaitin's constant https://en.m.wikipedia.org/wiki/Chaitin%27s_constant but you could write it in infinite time if God told you the digits.)
People who study computability certainly do, and I would think they count as computer scientists.
Computer scientists don't have a choice. And not all mathematicians do accept non-computable objects. Constructive and intuitionistic mathematics are two approaches that bring some questions (doubt?) of the continuum.
Just because you can create a definition, doesn't mean that definition names a thing. We can define "the set of all sets that do not contain themselves", but such a definition is nonsensical in that trying to apply it creates a contradiction. To me, the incomputability of Chaitin's constant seems very similar, except it's contradiction is buried inside the halting problem.
(1) Provably so in a very weak (and hence trustworthy) metatheory, assuming the axiom of choice does not result in any new inconsistencies. More precisely: The systems ZFC (Zermelo–Fraenkel set theory with the axiom of choice) and ZF (ZFC but without choice) are equiconsistent; if ZF is consistent, then so is ZFC.
(2) There is a mechanical procedure for transforming ZFC-proofs of number-theoretic statements into ZF-proofs. That is, appeals to the axiom of choice can always be mechanically eliminated from proofs of number-theoretic statements, even if those proofs rely on results in other areas which crucially depend on the axiom of choice.
You should worry about the axiom of choice because:
(3) Assuming the axiom of choice imposes an undue restriction on the scope of your results: Any theorem proven without the axiom of choice and without the law of excluded middle (which is implied by the axiom of choice) automatically also applies to continuous families. For instance, the theorem "every real symmetric matrix has an eigenvalue" has a proof avoiding AC and LEM. Hence it also holds that for every continuous family of symmetric matrices, locally on the parameter space, there is a continuous eigenvalue-picking function.
PS: One could also wonder whether one should worry about the law of excluded middle. One should not because: (1') The systems ZF and IZF (ZF but without LEM) are equiconsistent. (2') There is a mechanical procedure for transforming ZF-proofs of number-theoretic statements of the special kind "for every numer x, there exists a number y such that some equation holds" into IZF-proofs. On the other hand, one should worry because of (3).
PPS: The axiom which one should truly worry about is the inconspicuous powerset axiom. In contrast with ZFC, ZF and IZF, which are all equiconsistent, removing the powerset axiom results in a drastically weaker system. The proof-theoretic strength of Kripke–Platek set theory (ZF without powerset) is a reasonably large ordinal, whereas we are lacking the technology to even fathom the ordinal calibrating the strength of IZF/ZF/ZFC.
"From a proof-theoretic perspective, Heyting’s calculus is a restriction of classical logic in which the law of excluded middle and double negation elimination have been removed" (1)
"Intuitionistic logic can be understood as a weakening of classical logic, meaning that it is more conservative in what it allows a reasoner to infer" (1)
How is this compatible with:
"The systems ZF and IZF (ZF but without LEM) are equiconsistent." ?
(1) https://en.wikipedia.org/wiki/Intuitionistic_logic
Seems to be quite subtle (proof theoretic strength and consistency strength)
(2) https://mathoverflow.net/questions/126002/interpretability-a...
Doesn’t mean the collections of things they can prove can’t differ.
For a weak example, aiui, a formal system is equiconsistent with any conservative extension of it, but the conservative extension can (in the cases one would usually speak of) prove some statements that aren’t in the language of the original system.
[0] https://en.wikipedia.org/wiki/G%C3%B6del%E2%80%93Gentzen_neg...
If it is sufficiently impossible to describe the number, how did it get in the set.
Irrational numbers are not impossible to identify symbolically, so if you stuff them in a bag and ask me to pick one, I’ll just take sqrt(2) thanks.
Or rather: the whole point of the axiom is giving you such a description.
It got added along with infinitely many others!
That's the thing, it's no problem dealing with "hairy" reals as long as you deal with infinitely many of them at a time. You can say, "all the numbers between zero and one", and the fact that it will include numbers whose decimal expansion can't be described by any rule shouldn't cause any trouble.
But if I ask you, "show me one of these numbers whose decimal expansion can't be described by any rule", then by definition, you can't.
Does your (non) answer imply that Universe doesn't exist?
Let R be the set of all sets that are not members of themselves. If R is not a member of itself, then its definition entails that it is a member of itself; if it is a member of itself, then it is not a member of itself, since it is the set of all sets that are not members of themselves.
https://en.m.wikipedia.org/wiki/Russell's_paradox
Also the Lowest Uninteresting Number paradox:
If there exists a non-empty set of uninteresting natural numbers, there would be a smallest uninteresting number – but the smallest uninteresting number is itself interesting because it is the smallest uninteresting number,
https://en.m.wikipedia.org/wiki/Interesting_number_paradox
I suspect that the resolution boils down to what it means to "describe" a number.
It seems a bit like making a list of important cities. Borders are very important to countries, but not every border city is economically or historically important. It’s not unreasonable to say that a city must meet other criteria than simply being close to a border.
It's the 'including this one' part that is causing the trouble, not which other sets are included in the arbitrary collection.
Edit: note that even "the smallest positive rational number greater than 0" doesn't exist, even though the rationals are merely countably infinite.
1. Wikipedia explanation of the axiom of choice.
Also, algorithms that don't terminate are still algorithms - especially if they keep emitting pieces of a solution, instead of producing the whole solution at the end.
For example, here is an algorithm for printing all of the natural numbers:
i <- 0
while true:
print(i)
i <- successor(i)
Finally, computability is not typically considered necessary for a mathematical construct to exist or be useful. Just like geometry sometimes studies shapes that can't be constructed in the physical world, other kinds of mathematics sometimes studies concepts that can't be computed (at least not given known models of computation).Must it? Is there a real number closest to zero?
Must it?
"Let x be the smallest element of the half-open interval (0, 1]" isn't really something that you can say *.
* Assuming the standard ordering of reals; sure you can say it's defined for some well-order, but then you require the Axiom of Choice anyway.
This is not true for real numbers with the usual "less-than" relation. In fact, considering real numbers, no open subset of R admits a lower member.
According to Zorn's lemma, there exist some order relation where your assertion is true, but I seem to remember from my math course a few (!) years ago that Zorn's lemma is equivalent to the axiom of choice.
My disagreement about this post is: I don't see what it has to do with the axiom of choice. The only "choice" used here is that this nonempty set of non-describable numbers (if indeed we can define it at all) contains at least one element. That's a tautology and doesn't require choice.
Also, the author may be interested in Skolem's paradox: in particular, if the theory of the real numbers is consistent, then there must be a construction with only countably many reals, and so if I understand correctly, they would all be describable.
http://en.wikipedia.org/wiki/Richard's_paradox
Hence, it is also impossible to construct the complement of this set. In fact, Richard's "diagonal argument" chooses precisely the sort of number we ought not to be able to choose, according to the blog post (but again, this just shows the set is not well-defined).
1. A 132 bit (in the information theory sense) definition of something.
2. A 98 bit definition of something else.
3. A 4 bit procedure that puts them together.
4. A 2883 bit object of interest.
5. An uncountably infinite number of bits added to the objects in
3 and 4, with no mechanism for determining any of them even
in theory.
6. Therefore, a 76 bit conclusion of interest.
is just intrinsically more icky to me than mathematicians in general think. You know, mathematically icky. It's a technical term. There's a step here that sticks out like a sore thumb.Sure, there's a whole lot of fuzziness around measuring the size of a statement in bits, but no matter how you slice it, you're not going to get away from a certain amount of distinction between the statements that are finite, and probably even fairly small in absolute terms, versus the invocation of infinite numbers of bits of information.
(Note that having a decision procedure to determine something, e.g., "here's the set of the primes", is a finite number of bits, and in fact, not even a very large number of them. The set of the primes is completely computable. It may not be "efficiently" computable but it completely computable. It's not just "infinite sets" in general that cause the issue I complain about in general. The axiom of choice specifically invokes infinite numbers of bits, if not uncountably infinite numbers of bits, out of the ether.)
Now, does that make it "invalid"? No. As the article says, it's an axiom, it is what it is. And I don't go to the extreme of tossing it out and completely going to the belief that constructivism is the only valid mathematics. I just am nowhere near as comfortable with it as mathematicians in general are.
At best the invocation has an acceptance procedure, but it does not come with a procedure for making the choice. Probably in most cases it doesn't even have an acceptance procedure, which is to say, if we were presented with the choices (or a finite subset of them, since we can't handle the infinite set) we couldn't even tell if they are "correct". So it is not the case that it's just like the primes case, which I mentioned is distinctly finite in bits even if the set is infinite in cardinality. The Axiom of Choice is an infinite (even uncountably infinite or more) number of selections with no way given of representing that in any finite manner. In many cases the Axiom of Choice is invoked when we can't even define the sets we are choosing from, if not most or all of them.
So, from my computer science, information theory point of view, proofs involving the Axiom of Choice are proceeding along nicely, finite statement here, finite statement there, finite logic done on these finite statements, everything's all nice and finite and comprehensible and then BANG an infinite number of unknownable bits are dumped on me, and then we proceed along like nothing weird has happened and do some more finite logic on finite values based on this infinite pile of unknownable bits. It is what it is, but what it is is strange. I mean, it's not news to mathematicians that it can be a bit strange, but I think this "infinite number of bits" is one of the better ways to see how strange it is.
Another way to look at it is, the AoC is generally invoked without even a theoretical decision procedure to make the choices. It just has a demonstration that such a choice exists. So it amounts to "and then god chooses a value in these sets for us in accordance to our criteria". Lowercase on purpose. A more conventional term in computer science is "oracle". Every invocation of the AoC is basically adding this mathematical entity of such incredible power that we can't determine anything about how it does its thing, or whether or not it is correct. Again. Legal. But something I think is taken more casually than I would like, and I think doing mathematics without scattering infinitely knowledgeable (if only in very constrained ways) and powerful oracles around everywhere with the same casualness as one might do a disjunction or implication in all our proofs is underrespected as a discipline within mathematics in general.
An equivalent way to phrase the Axiom of Choice is: there exists a function that takes in any non-empty set, and returns an element of that set.
IE, this exists: choose a :: NonEmptySet a -> a
That's it. All of this stuff about "take a choice from a countable number (IE, list) of sets" is fluff; once you have choose, you can make a function that takes in an Iterator (NonEmptySet a) and produces (NonEmptySet a), such that the output will contain every element.
oneFromEachSet :: Iterator (NonEmptySet a) -> NonEmptySet a
oneFromEachSet iter = NonEmptySet (choose (first iter)) <> (oneFromEachSet (rest iter))
Where '<>' is set union.
Does that fix your issue with an "infinite" number of choices? Or do you take issue with assuming 'choose' exists, now that it's a single function?
Even if we ignore that by allowing for syntax where we fanout uncountably many times with each recursion, the construction as shown requires the collection of sets to be orderable, to be able to do have a "first", unless we are implementing first in terms of choose itself. (Alternatively one could also argue in terms of Axiom of Choice implying the well-ordering theorem, allowing up to pick a minimum via some such ordering (although you may need to use the choice function to pick one such ordering), but this won't fully help here anyway).
But even if you do that (implement iterator's first in terms of choose) it is not immediately obvious that you really have covered everything some full statements of the axiom of choice does. The axiom of choice is generally phased in terms of collections or families of sets, not sets of sets, but obviously the choose function takes in a set, not a more general family or collection.
It is easy enough to dismiss away certainly non-set collections of sets, like multisets of sets, since "choose" being a function will return the same value every time from a repeated input, and in the above formulation we are returning a set of results, so such duplicates won't matter. We could even handwave away a version where we return a multiset without too much trouble.
But the more expansive versions of the axiom of choice allow us to do something like "choose one element from each set in the class of non-empty sets." This is a real problem, as the "class of non-empty sets" is pretty well known to not be a set, and thus trying to implement iterator first in terms of it would not even be possible for that scenario.
The Axiom of Choice is equivalent to the following:
1) "For any set A, there exists a function from non-empty elements of the power set of A to elements of A."
Which is equivalent to:
2) "There exists a function that takes a non-empty set as input, and returns an element of that set"
2 -> 1, since we can take the function 2 defines, and use it to define the function from 1.
1 -> 2 since we can define 2 as such:
For a set A, take the power set of A. Then take the function that 1 claims exists. Use that function to get an element of A, since A is an element of its power set.
But back to your core point:
But I agree that Iterator is a bad fit for the axiom of choice, since we have an (uncountable) number of sets to pick from.
Here's a way to phrase it programmatically that allows for uncountable sets-of-sets:
The axiom of choice claims that given a set of non-empty sets, you can construct a new set which contains an element from each of the sets.
pickOneFromEach :: Set (NonEmptySet a) -> NonEmptySet a
If you have a function:
choose :: NonEmptySet a -> a
And a function:
map :: (a -> b) -> Set a -> Set b
then you can define pickOneFromEach as follows:
pickOneFromEach setOfSets = map choose setOfSets
(Most, non-constructivist) Mathematicians are comfortable with it, because they don't care that it contradicts physical reality, as long as it doesn't contradict itself. They aren't physicists.
On the flip side, physics don't care about being mathematically correct, as long their errors approximate reality.
"comfort" isn't really useful here. You say you don't toss it out, so what does your discomfort mean? Is there some result you refuse to believe? Or do you simply prefer to study non-AoC math? I like algebra. That doesn't mean I'm not "comfortable" with geometry existing.
Isn't this where the challenge lies, though?
What if you have a set for which there is no function which returns some element from the set, but the set is non-empty?
Therefore, for every non-empty set S, there is a function with domain S, and range a single element of S.
Did you mean a set S of sets such that there is no f : (A in S) -> A ?
Not clear that this is a well-defined set.
Consider a group of countably infinite wizards w_1, w_2,... A king has put a number 0 or 1 on their backs and ordered the wizards to stand in a single file, such that wizard w_n can only see the numbers on the backs of all wizards with higher numbers (w_n+1, w_n+2...). As is the tradition, the king gave them a challenge: if you can guess the number on your back, your life is spared, otherwise off with your head. The wizards can discuss their actions beforehand, but no communications is allowed after the numbers have been assigned.
The wizards cannot see their own numbers, they cannot exchange information, yet, if we assume the Axiom of Choice, they still can work out a strategy, such that all but a finite number of wizards survive.
The trick is to break the space of all 0-1 sequences into equivalence classes, whre X is equivalent to Y if they disagree only in finite number places. (in other words, they fully agree starting from some index k). That's an equivalence relation, as you can easily verify.
Then the wizards use the Axiom of Choice to remember one representative sequence from each class (there are infinitely many such sequences, but our wizards are infinitely wise). During the test, each wizard would look at what numbers they see in front of them, pick the representative sequence that is equivalent to what they are seeing, and guess the number that corresponds to their place in the sequence.
All wizards will agree on what representative sequence will need to be picked (because the king's sequence belongs to a single equivalence class), and that sequence will agree with the king's sequence everywhere except for a finite number of places. Boom!
I don't think AoC is enough here becuase the wizards need to evaluate the choice function to get the representative from each equivalence class. AoC merely states that there is some function that maps each equivalence class to some element within that equivalence class. It doesn't tell you how to actually evaluate it, which is what the wizards need to do.
If "numbers" mean "real numbers" then I can describe easily "smallest positive number in the set" and "biggest negative number in the set" - so neither negative, 0 nor positive real numbers might be in the set.
Let x be the smallest positive real greater than 0. Since x > 0, x/10 < x, and x/10 > 0. But now we have a contradiction, since x was supposed to be the smallest positive real number. So, x doesn't exist.
Edit: note that this doesn't even require real numbers. Even for the rational numbers, with common definitions of less-than, there is no smallest positive rational number >0, per the same logic.
The axiom of choice is counter-intuitive because it provides no reason to, in the case of a uniform aggregate, choose one element over another. Nor a reason to suppose in the case of a "complex aggregate" that "choice" is even well-defined.
Perhaps one way of thinking of the issue here is the tension between the discrete and continuous. Of course, one can always recombine even inifnite number of discrete things.
But what does it mean to "choose" a "point" on a "line" ? Can one "choose" pi?
One could, for example, take the view that the very notion of membership, "choice", etc. is conceptually inadequate for handling geometrical matters such as the reals.
> if F is a finite family of nonempty sets, then there is a choice function (to show this one uses induction on the size of F; naturally a choice function exists for a family which consists of a single nonempty set).
could someone lay out how one would "correctly" describe a choice function for a family with a single nonempty set? I feel like I understand theoretically this idea that choosing isn't about providing the value, but some... logical instantiation? What is the piece of the puzzle I'm missing here to understand why the choice function exists "naturally"?
Doubting the axiom of choice means thinking that when you have infinitely many sets to choose from, it is possible that not only is there is no natural choice function, but there is no choice function at all.
At some point you have to go into the formalism to really understand it. It's really about an interchange of quantifiers. If you have a non-empty set X that it is true that
[a] (exists x)(x in X)
If you have a family F of non-empty sets X then it is true that
[b] (forall X in F)(exists x)(x in X)
But to say that you have a choice function f for F is to say that
[c] (exists f)(forall X in F)(f(X) in X)
It turns out that the laws of first-order predicate logic and the axioms of ZF set theory do not allow you to come up with a formal proof that [b] implies [c]. You can try to find one, and you will fail. It's like the parallel postulate in Euclidean geometry. There is actually a proof that the axiom of choice is not provable from the other axioms, but it's a pretty deep result. Historically, there was quite a long time between when the set-theoretical foundations for mathematics were developed at the start of the 20th century, which is when mathematicians realized that the axiom of choice was a principle that needed justification, and when Paul Cohen proved that the axiom of choice wasn't provable from the other axioms, in the 1960s.
So if you believe that the implication from [b] to [c] is self-evident, you have to assume
[d] (forall X in F)(exists x)(x in X) => (exists f)(forall X in F)(f(X) in X)
as an axiom, which is the axiom of choice.
I think most people are inclined to agree that [d] is self-evident---that's why it's generally accepted as an axiom, with only a minority of people objecting. However, in the larger context of set theory it makes a lot of sense to minimize the amount of existential assumptions we are making. Historically, set theorists assumed that any set given by a definable formula would exist, but this lead to contradictions (Russell's paradox). So there's some reasonable paranoia about using additional axioms when we don't need to, in case it somehow leads to another inconsistency.
This works for any finite or countable family, because you can repeat the process for each set, any set you can think of will be processed eventually.
But for an uncountable set, almost every set will never be processed, and almost every set is impossible to describe in finite time (per set!), unless you just assume that you can do it on one magical oracle bulk selection.
I believe to understand that idea (since it comes up in real analysis to some extent, basically acknowledging there isn’t really infinite sums except as limits of finite sums), but is there a specific sort of text that lays out this idea specifically?
> Here's how: consider the set of numbers that cannot be described using any finite collection of symbols. Such numbers must exist *because there are only a countably infinite number of numbers that can be described using a finite collection of symbols*, but there are an uncountably infinite number of real numbers.
That’s clearly wrong. The real numbers between 0 and 1 (an uncountable collection) are describable with a finite collection of symbols - the digits between 0 and 9. Each real number is an equivalence class of sequences with the same limit. (It’s been a while since I took real analysis but I believe this is the construction due to Weierstrass?)
That doesn’t sound like the claim the author is making in the sentence I quoted but maybe I am being uncharitable?
“The first number that can’t be described using a finite number of symbols”
But then you have just used a finite number of symbols to describe it, haven’t you?
There are weaker forms of AC which do exist, though. And formulations of math where AC is necessary and obvious, but doesn’t really imply the same thing as classical AC. But these formulations of math are very unlike the classical one we normally enjoy.
For instance, they often disallow the construction of the Reals altogether.
But wait. It’s true that there are only countably many “symbolic descriptions,” and uncountably many real numbers, but it doesn’t follow that there are specific real numbers which cannot be described using a finite collection of symbols, does it?
You can, of course, have a computer algebra system that includes a symbol for a non-computable number like a Chaitin constant (with a well-defined encoding). Wouldn’t it be the case that you could define symbols for any countably infinite set of non-computable numbers?
It doesn’t seem to me that there is a fixed set of specific non-computable numbers that cannot be referred to by a symbol. Instead, it’s just that any particular countably infinite set of symbols can only refer to a countably infinite set of non-computable numbers.
It does follow because the set of finite collections of symbols is countable.
Consider the usual example of the natural numbers (countable) and the reals (uncountable). It doesn't follow that there is some specific, fixed real number which cannot be part of a bijection of the naturals and the reals. Name any real number and I can give you a bijection of the naturals and the reals which contains your real number.
> consider the set of numbers that cannot be described using any finite collection of symbols. Such numbers must exist because there are only a countably infinite number of numbers that can be described using a finite collection of symbols, but there are an uncountably infinite number of real numbers.
Say you have a no computable number A (Chaitin's constant), and I have an uncomputable number B Chaitin's constant but the the trillionth digit is equall to the most common digit in the infinite decimal expansion of Chaitin's constant). How can you tell if they are the same or different? In general, you can't. So what does "specific" even mean?
[1] https://www.solipsys.co.uk/new/ThePointOfTheBanachTarskiTheo... https://news.ycombinator.com/item?id=34482226
[2] https://www.solipsys.co.uk/new/InDefenseOfTheAxiomOfChoice.h...
[3] https://www.solipsys.co.uk/new/APointAgainstTheAxiomOfChoice...
One might as well say "Well, if I were to lobotomize you, you would not be able to choose". The "choice" here is a term of art. There is no actual "choosing" going on here.
In the theory of natural selection for example, specimens are selected without being named.
Banach-Tarski says: Take a measurable set. Split it up into 2 unmeasurable sets. Recombine them into a set with twice the measure of the original.
OK, you can do that, but you've lost the ability to make any reasonable theorems about measure of measurable sets, unless you add qualifications of the form "this theorem does not apply if you introduce a set of uncountable sets" which. What's the benefit? To get a bunch of "proofs" for things that are only true because of the axiom, and don't model anything else we care about?
What does it even mean to refer to a "set" of named/unnamed objects or counted/uncounted numbers?
There is nothing special about noncomputable set elements.
If you can't tell me that, or even be sure that it even exists, how can you be sure you can identify the first item in any set?
Call the set S. In this set, call the first element S_0. You’ve now described the first element with a finite number of symbols!
Or at least, some versions of infinity (I will leave which ones, exactly, to the experts).
Hence all the paradoxes that derive from it.
I mean, perhaps we can work with some version(s) of infinity, without creating a plethora of paradoxes.
The natural numbers, for example, might be something that is infinite and makes sense. However, perhaps talking about a single set that contains an infinite amount of natural numbers might not make sense (or perhaps it still might?). Or perhaps we just need a new language for talking about infinite things without re-using the language we use for describing (finite) sets, so that we don't try to reuse concepts from finite objects with infinite objects.
Or perhaps the only objects that exist (and can be meaningfully talked about) are the computable ones. And/or perhaps "computable function" is one that can use infinite amounts of time but only finite amounts of storage (rather than infinite amounts of storage).
Would it make sense to go back to classical finitism and re-evaluate some of the choices that were made along the way to where we are now?
I can't help but think about the many paradoxes that arise from the very (supposed) existence of infinity.
For example, everybody thinks the halting problem is undecidable. The halting problem is clearly not undecidable on finite-state machines (i.e. real computers), it's only undecidable if you use imaginary Turing machines (which supposedly can have literally infinite state) as a model. But of course, Turing machines cannot exist in our universe.
So it's rather ironic that people say the Halting problem is undecidable, when this is only true for (impossible to construct) imaginary machines but it's not true for the real machines that we actually have and that are possible to construct.
Or think about Hilbert's paradox of the Grand Hotel.
Or the Banach-Tarski paradox.
Or Galileo's paradox.
Or other such paradoxes that only exist if you believe that imaginary infinite objects could possibly exist.
Most people will tell you "well, it's just that our intuition doesn't work for infinite things", but in this specific instance, it's really hard for me to believe that it's our intuitions that are mistaken rather than that we actually made some conceptual mistakes along the way. To me, this argument sounds more like gaslighting rather than a real convincing argument.
I'm not saying our intuition is always correct, though. For example, the quantum properties of our universe are clearly not intuitive but it's hard to argue that our universe is not quantum, after all the scientific experiments that have clearly verified this to be true.
I don't think that invalidates my argument, though, because the convincing argument in that case is not "sorry, you must believe my theory that the universe is quantum" despite not existing any evidence that this was true, but rather, "sorry, but here's all this real evidence that our universe truly is quantum".
Am I crazy here?
That is, even if you seek to do maths on finite but unbounded sets, you will find mostly the same properties that infinite sets have, but you'll have a much harder time working with the concepts. It's true that there are some problems that infinite sets have that unbounded finite sets don't, but those may well be a worthy price to pay.
And either way, regardless of intuition, the logic is valid. The Banach-Tarski "paradox" is perfectly logically valid, though unintuitive. So, even if you could say that it's useless and a result that we should avoid having in our theories, you can't say that it's wrong, since it doesn't violate any rule of logic.
Your second argument, though, doesn't sound very convincing to me.
There are many possible consistent logical frameworks (perhaps an infinite amount of them? hah!) that are clearly not adequate for describing our universe. Or at least, they wouldn't make sense for us.
For a trivial (and perhaps stupid) example, consider an alternate universe where we decided to use a logical framework which can represent natural numbers, but where the digit "2" is represented as "9" and the digit "9" is represented as "7", etc. Let's say you have a 1-to-1 mapping from one digit to another, compared to our usual representation.
Or perhaps the mapping is a lot more complicated than that, and not just about digits, but about entire numbers.
Let's say we decided to do that, for no good reason. Or maybe there was a good reason at the time, but since then we have figured out that it doesn't make sense anymore.
Yes, you could do exactly the same math in this logical framework as we do in our usual ones, and no contradictions would arise.
However, would that really be a wise idea? Wouldn't that just lead to making unnecessary mistakes, sometimes even conceptual ones, when considering that we would be prone to confusing numbers in this system with the numbers that we use normally?
I think language is also important here, not just logical soundness. Especially if we want our intuitions to be helpful.
Just to bring this back to something less abstract again, I will just mention the following:
> However, the core of the argument remains true, we just need to complicate it significantly if we want to remain within the realm of finite machines: instead of saying "there is no TM that can decide if any arbitrary TM halts", we need to say something like "there is no finite TM that can decide if any TM smaller than itself halts in an amount of time less than that TM".
Well, I don't believe the core of the Halting problem to be true, and that's exactly the language problem that I'm talking about: confusing language leads us to making conceptual mistakes.
For example, time is not necessarily relevant here.
I could argue that what the Halting problem really demonstrates is that to analyze whether a finite-state machine (FSM) halts, you need to use an FSM that can have more state than the machine being analyzed (which is why it stops working if you believe you can have infinite state).
This FSM with more state would always be able to decide whether the other FSM halts in finite time, regardless of whether the other machine halts or whether it never does.
In fact, that's exactly what cycle-detection algorithms do, such as the tortoise and hare algorithm.
For example, if we take the naturals to be a finite set, and arbitrarily define some number G that is the largest number, then common operations stop being commutative/associative/distributive (e.g. x-y+z is no longer equal to x+z-y, if x>G-z; or x×(y-z) ≠ x×y - y×z). Lots of simple equations stop having solutions at all. The finite rationals also get similar problems. Your models also have all these arbitrary parameters - the largest positive integer, the largest negative integer, the smallest fraction, the largest allowed amount of non-repeating digits in a decimal representation of a fraction - things like these become independent parameters, and can be arbitrarily chosen to be different.
> Well, I don't believe the core of the Halting problem to be true, and that's exactly the language problem that I'm talking about: confusing language leads us to making conceptual mistakes.
But it is - you still can't, in practice, construct a useful program that depends on solving the "finite halting problem", since you will need too much memory/time for anything but the most trivial of examples. If you don't beleive this, than it should be doable for you to create a program that checks whether P=NP if we limit it to programs that can run on, say, an 8086 processor and only use 16 KB of RAM, right?
I didn't necessarily mean to suggest that we should not work with infinite sets, only that perhaps we should not call them "sets" (so as to not confuse them with the finite ones), but rather something else, like "domains" or whatever.
So perhaps you could say that those commutative/associative operations are valid over the domain of natural numbers. But you couldn't say, "X" represents the cardinality of the set of natural numbers, because there's no such thing as the set of natural numbers.
Or, maybe the set of infinite natural numbers and infinite rationals makes sense but the set of real numbers doesn't (as they have different infinite properties?).
I don't know exactly what would be a better solution here, as I'm not a mathematician. I'm only trying to suggest that there might be a better solution than what we have right now, even if it would simply amount to just using different language and not necessarily changing the logical properties of the theory, so as to not arrive at confusing conclusions.
> But it is - you still can't, in practice, construct a useful program that depends on solving the "finite halting problem", since you will need too much memory/time for anything but the most trivial of examples.
But the decidability of the Halting problem is not actually a question of how long it takes for an algorithm to solve it, is it?
The decidability of a problem is a matter of whether it's actually possible at all to construct an algorithm that solves it, no matter how long the algorithm takes to solve it.
That is, whether this algorithm is computable and finishes in a finite amount of steps.
So I will say again that yes, the Halting problem is decidable, as long as you don't use an absurd model to answer the question (i.e. a model that does not represent anything that can possibly be built in our universe even in theory?).
The tortoise and hare algorithm solves the Halting problem for FSMs in a finite amount of time and it only needs twice the amount of storage as the underlying FSM that is being analyzed.
> If you don't beleive this, than it should be doable for you to create a program that checks whether P=NP if we limit it to programs that can run on, say, an 8086 processor and only use 16 KB of RAM, right?
The P=NP is a problem regarding the resources required during computation to solve a given problem, as far as I understand.
I am not entirely sure how exactly this relates to the decidability of the Halting problem when applied to finite-state machines, though.
I mean, it's clear that the currently-known algorithms that solve the Halting problem on FSMs, such as the tortoise and hare algorithm, in the worst case take a time to solve that is proportional to the cycle length of non-halting FSMs.
But also note that these currently-known cycle detection algorithms don't even try to analyze the FSM to decide whether it halts, except by testing their states for equality. This is due to the inherent definition of the cycle detection problem.
So they can definitely be made more efficient, perhaps for a large set of useful FSMs, even, as long as they would be allowed to inspect the FSM's state transition table. I'm not sure how efficient they could be, in theory.
I would be cautious in taking any computational complexity theory results at face value when we know that they use Turing machines as models, which can give you results that are the opposite of the results that apply to FSMs. But I'm not an expert and admittedly, I'm not entirely sure of what I'm talking about here.
Regardless, even if you can trust the computational complexity results, to me this is an entirely different question than the decidability of the Halting problem, which is a "yes/no" problem.
It can even be useful as a concept, in certain discussions/contexts.
Should we take the Flying Spaghetti Monster as a core axiom of our theories of physics?
Wouldn't this lead to us logically concluding for example, that there has to exist something else beyond the universe that we know about, even if this is not really true?
I mean, I know that I'm exaggerating and that the analogy is not necessarily very good.
But I'm also not entirely sure how different is the Flying Spaghetti Monster from the infinite objects that mathematicians talk about and that lead us to logically arrive at certain conclusions (that I would argue might not really be true, in terms of things we can understand).
I'm not saying that I'm right and that most mathematicians are wrong, necessarily. Perhaps it's just a linguistic issue, I don't know.
It is not only transcendantal like Pi, it is even uncomputable, so it would be part of his counterexample set.
(Pi is computable, so you can describe it with an algorithm (finite number of characters))
But I have a hard time accepting numbers, which can only be described in natural language.
We can extend this to (I forget the terminology) enumerate the numbers that can be named, by converting the names to integers. Now pi has several location in this mapping, as do a lot of real numbers.
Infinite sets are interesting, but I've never been convinced that there are more reals than integers. It seems plausible but I don't think pi not mapping to a specific integer in the above scheme invalidates the mapping.
Easy!
[sarcasm]
This sounds similar to an interesting (and often counter-intuitive) way of writing down numbers called 'p-adic numbers' (although that terminology usually requires 'p' to be prime; in your case you'd want the '10-adic' numbers, since you're using base-10)
See e.g. https://en.wikipedia.org/wiki/P-adic_number (here's a video specifically about 10-adic numbers https://www.youtube.com/watch?v=XXRwlo_MHnI )
Even if they were, pi is not between zero and one, so would not appear in your list.
The rest of your argument is difficult to parse. If you’re interested in this kind of stuff though, I’d really recommend picking some good books on set theory and maybe number theory. Set theory in particular will cover a lot of what you’re talking about.
It's the same argument. If I can accept that there are more reals than reals with finite descriptions, why can't there be integers without finite descriptions/positions?
Because the integers are defined as the finite successors to the number 0 and their additive opposites. See, for instance, the construction section of: https://en.m.wikipedia.org/wiki/Integer
You can start talking about numbers that can't be constructed in this way, but then you've ceased to be talking about the integers.
But it isn't, in any case, an integer.
BTW I know rational numbers map to integers, and hence any length tuple can be mapped to integers by pairwise combining them in similar ways. But if any length tuple of integers can map to a single integer, why can't an infinitely long set of integers map to an integer? Like the string of digits in an irrational number represented as a decimal?
> It's position is as precise as your definition.
This wand-waving is actually transforming irrational numbers into rational numbers, and so means you are not actually working with irrational numbers. You can't just say "this works with all irrational numbers, like Pi, so long as we call Pi '3.14'."
Pi is not 3.14, so any mapping system that depends on you cutting off your precision at some finite number of digits is worthless.
That is my point exactly. Why do we accept that there are real numbers that cannot be defined by a finite string of symbols, but there are no integers of that nature.
Getting back to the axiom of choice thing. How do you pick a specific item from one of those ill-defined sets that include numbers that don't have finite descriptions? How do you choose something you can't name? It's absurdity all the way down. ;-)
> I've never been convinced that there are more reals than integers
I'm explaining that your method of mapping reals to integers is flawed, and so does not prove that reals and integers have the same cardinality.
We don't accept it. It's easy to prove that it's the case.
I think you are unfamiliar with how R is defined. The traditional definition of R is a completion of Q with respect to the metric |x-y| (getting all Cauchy sequences to converge). That's larger than infinite sequence of decimals.
Every integer has a finite number of numerals. Proof: by definition, each natural number is either 0 or a successor to 0. 0 is finite. And if n is a finite length, then n + 1 is a finite length. So by mathematical induction, all natural numbers have finite length. A similar argument covers the negative numbers, so all integers have finite lengths.
Since the decimal expansion of certain rational numbers are infinite (e.g., 1/3 = 0.333...), the strategy of mapping each number between 0 to 1 to an integer by flipping digits over the decimal point does not work for all rationals, let alone all reals.
> Simply flip the digits over the decimal point, so 0.14159 become integer 95141
They key here is that both 0.14159 and 95141 contain a _finite_ number of symbols/digits. There are infinitely many numbers like this, but each of those numbers are themselves finite.
The decimal expansion of pi, OTOH, is _itself_ infinite. The decimal expansion of any irrational number is infinite. There are infinitely many of these things, each of which are themselves infinite.
This is the key thing that causes uncountability. Each of the numbers has infinitely many "parameters" that can be tweaked. If you try to produce an infinite (countable) list that contains all of these infinite numbers, I can always tweak a different parameter for each number in your list and be guaranteed to have produced a number that your list missed.