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Математическое---о теории моделей [Apr. 13th, 2004|01:45 am]
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Что такое теория моделвй ?

What is Model Theory? A theological essay.

0.1 Our Belief.

God has created the world so that man is able to learn
(no3HATb MUP) it. It is not any world
that can be learned by man. The very fact that man is
able to learn the world is of consequence.

In a world which can be learned, Free Will implies
the Law of Large Numbers. Thousands of free
choices create chaos; the Law of Large Numbers orders
the chaos so that we may understand it. If the Law of
Large Numbers fails, nothing remotely similar to the
world we know may exists. An innkeeper may not say
anything about his customers. Neither how many there
will be, nor what would they want to drink; Neither the
travellers would know where to expect an inn...Thus,
the World cannot be learned, from the point of view of
the innkeeper. (ideology behind theory of stability in model theory)

If there is no Free Will, there is no chaos; the
innkeeper perform well if he is supplying for the
troops; but, in this case, there is no chaos, and
everything is totally ordered. (ideology behind theory of o-minimality in model theory)

But, the Law of Large Numbers may hold only if there is
a good notion of Independence; and Independence implies
Probability Theory, and that is of consequence for the
World. Probability Theory describes precisely the
cities, the roads, and the width of the roads, and even
the golden mean;)....

The above argument is Model Theory. What is true in the
World is not for Model Theory---we do not care for
Probability Theory per se. We care for the Law of Large
Numbers only as much as it implies Probability Theory
and is implied by the learnability of the World and
Free Will. And for the Free Will we care because it is
a very simple structural assumption which allows us to
use the learnability of the World.;)

People learn the World through the Language. And the
argument above makes rather critical use of the Language
we use to describe the World in. Thus, in Model Theory,
the Language is very important. The notion of a
language has been formalised by Tarski, and that is the
formalisation we use in Model Theory. It is arguably
not the best and only one possible. One might perhaps
argue that Category Theory is also a notion of a
language; but in Model Theory, we do not even know what
Category Theory is, never use Categories (in fact,
there is no nice (useful) category associated a
theory)...Nor wish to know, for that matter.

People can learn the World through the Language. An
approximation to that is that the Language describes
the World completely. This can be formalised very
easily, almost in the same words: the theory of the
world (model) in the language describes it uniquely, up
to an isomorphism. This is a corner-stone of (modern)
Model Theory, called categoricity.
The above ideology sums in a slogan of Model Theory (in
fact, stability theory inside of Model theory).

The important objects of Mathematics are categorical
when considered in a proper language.


and its dual

The categorical objects are important in Mathematics.

More is true; there is a formal analogue that
Learnability implies The Law of Large Numbers; namely,
it is that

the categoricity does imply existence of an
independence relation between subsets (an independence
relation is understood as in van der Waerden).


Next section describes a couple of obvious examples.

LinkLeave a comment

Comments:
[User Picture]
From:[info]bbixob@lj
Date:April 12th, 2004 - 10:57 am

продолжение

(Link)
0.1.1 Algebraically closed fields and Vector Spaces

Steinitz theorem that the isomorphism class of an
algebraically closed field is given by its
characteristic and its transcendence degree, is thus a
very important theorem for us, and---for us---it is
the raison d'etre of algebraically closed fields, and
it is an explanation of why they occur in mathematics
everywhere. (In model theory terms, he theorem actually
states the (uncountable) categoricity of the theory of
an algebraically closed field of certain
characteristic in the language of rings. )

Algebraically closed fields appearing everywhere---from
our point of view, an algebraic variety is just the
same as a field; indeed, a natural language for an
algebraic variety consists of all its subvarieties (and
subvarieties of its Cartesian powers). And it is a
theorem of Model Theory that, for any algebraic
variety, this language is able to define the field, and
the operations on it...And such a field, obviously,
recovefunctions on the variety, the ring of regular
functions, etc....

A vector space is also determined uniquely by its
dimension; the proper language for vector spaces is
when each linear (or rather, affine) function has its
own name; the base field is thus ingrained in the
language itself. And indeed, we want to speak about the
vector space, not the field!

The Slogan above naturally and naively leads to a
conjecture that

any categorical theory is essentially equivalent either
to a vector field or an algebraically closed field.

The conjecture was proven false, but it has been
recovered in the following way.


0.2 Zariski Geometries

With each variety X, one might associate the geometry of
its closed subvarieties. Essentially, it is the Zariski
topology on X. One might formulate some properties of
the Zariski topology in a formal way, like the
following ones:

* it is Notherian,

* the image of projection is constructible

One might also speak of dimension, which satisfies

* formulae for dimension of union

* a formulae connecting the dimension of kernel and the
dimension of image i

* semi-continuity of dimensions of fibres

* (if X is smooth) a formula for dimension of intersection

A Zariski geometry is a topology satisfying there
abstract properties (except the formula for
intersections) of a Zariski topology of a variety. It is
called pre-smooth if if it also satisfies the formula
for intersections.

In fact, those properties are very strong. In dimension
1 (that is, when the whole set has dimension 1), a
Zariski geometry is always "almost" comes from Zariski
topology on a curve; "almost" means that it it a finite
cover of such. In general, one might reasonably recover
a notion of a ring of "regular" (definable) functions
associated to such a geometry, multiplicities of
intersections, and other.

This fits in the ideology described above; the fact
that we can say something useful (speak of dimension)
already tell us a lot.

However, as mentioned above, not all examples of
Zariski geometries come from Zariski topologies of
varieties (over an algebraically closed field.) In
fact, we believe that non-trivial examples might be
quantum manifolds, supermanifold, i.e. come from
non-commutative geometry.

One could hope also for other results of this sort; for
example, one might consider a universal cover of a
toric variety or an abelian variety, and then consider
the associated geometry of analytic sets. This will be
a purely algebraic notion which can be axiomatised and
studied. For such covers, one may actually prove
uniqueness (categoricity) results; in a way, such
results show what is the relation between complex
topology and the abstract, discrete automorphism group
of the universal cover (that is closely related to
Galois group.) That is what I try to do.

[User Picture]
From:[info]sowa@lj
Date:April 21st, 2004 - 06:41 pm
(Link)
Извините, что никак не мог собраться написать, тем более что я просил что-нибудь написать про теорию моделей.

Правда, никакого содержательного комментария я пока написать не могу. Для меня ваш переход от свободы воли к геометриям Зарисского оказался слишком быстрым; пожалуй, я не уследил за вашим ходом мысли - и наконец в этом признаюсь. С другой стороны, это напомнило мне школьный кружок по математической логике и философии математики. Это был замечательный кружок; потом у меня не было возможности серьезно обсуждать такие вопросы.

Ближайшие пара недель у меня будут совсем неподходяшими для серьезных размышлений, но потом я надеюсь вернуться к вашим постам.

[User Picture]
From:[info]bbixob@lj
Date:April 21st, 2004 - 07:10 pm
(Link)
Спасибо за ответ! Буду очень рад дискуссии с Вами, когда Вам будет удобно. А пока я постараюсь за эти две недели написать что-нибудь про переход к геометриям Зарисского. (и сказать что-либо осмысленное о там, каких приложения мы ожидаем..)

С другой стороны, это напомнило мне школьный кружок по математической логике и философии математики.

у каждой области математики своя философия, свое видение мамематики; и так получаестся, что Философию логики удобно начинать обснять в филосовских терминах (на которых, естественно, далеко не уедешь, но начинать удобно именно с них.) Так что философия здесь постольку поскольку....
[User Picture]
From:[info]bbixob@lj
Date:May 14th, 2004 - 12:19 am
(Link)
Вот, написал пост про структуры Зарисского, где обьяснил их определение и, немножко, почему они естественны/интересны/что значат с точки зрения т. моделей...Посмотрите пожалуйства, когда будет время....извините за задержку.

http://www.livejournal.com/users/bbixob/10307.html