In epistemology, an axiom is a self-evident truth upon which other knowledge must rest, from which other knowledge is built up. Not
all epistemologists agree that any axioms, understood in that sense, exist.
In mathematics, axioms are not self-evident truths.
They are of two different kinds: logical axioms and non-logical axioms. Axiomatic reasoning is today most widely used in mathematics.
Etymology
The word axiom comes from the Greek word
αξιωμα (axioma), which means that which is deemed worthy or fit or that which is considered
self-evident. The word comes from
αξιοειν (axioein), meaning to deem worthy, which in turn comes from
αξιος (axios), meaning worthy. Among the ancient Greek philosophers an axiom was a claim
which could be seen to be true without any need for proof.
Mathematics
In the field of mathematical logic, a clear distinction is
made between two notions of axioms: logical axioms and non-logical axioms.
Logical axioms
These are formulas which are valid, i.e., formulas that are satisfied by every model (a.k.a. structure) under every variable assignment function. More
colloquially, these are statements that are true in any possible universe, under any possible interpretation and with any
assignment of values.
In order to claim that something is a logical axiom, we must know that it is valid. That is, it might be
necessary to offer a proof of its validity (truth) in every model. This might challenge the classical notion of axiom and is at
least one of the reasons why axioms are not regarded as obviously true or self-evident statements.
Logical axioms, being mere formulas, are devoid of any meaning; but the point is that when they are interpreted in any
universe, they will always hold no matter what values are assigned to the variables. Thus, this notion of axiom is perhaps
the closest to the intended meaning of the word: that axioms are true, no matter what.
Examples
An example, used in virtually every deductive system, is the:
Axiom of equality.
In this example, for this not to fall into vagueness and a never-ending series of "primitive notions", either a precise notion
of what we mean by "=" (or for all what matters, "to be equal") has to be well established first, or a purely formal and
syntactical usage of the symbol "=" has to be enforced - and mathematical logic does indeed that, properly delegating the meaning of "=" to axiomatic set theory.
Another, more interesting example, is that of:
Axiom of universal instantiation. Given a formula in a first order language , a variable and a term
that is substitutable for in , the formula
is valid.
This axiom simply states that if we know for some property , and
is particular term in the language (i.e.,
it stands for a particular object in our structure), then we should be able to claim .
Likewise, we have the:
Axiom of existential generalization. Given a formula in a first order language , a variable and a term
that is substitutable for in , the formula
is valid.
Non-logical axioms
Non-logical axioms are formulas that play the role of theory-specific assumptions. Reasoning about two different
structures, for example the natural numbers and the integers, may involve the same logical axioms; the non-logical axioms aim to
capture what is special about a particular structure (or set of structures, such as algebraic groups). Thus non-logical axioms, unlike logical axioms, are not tautologies. Another
name for a non-logical axiom is postulate.
Almost every modern mathematical theory starts from a
given set of non-logical axioms, and it was thought that in principle every theory could be axiomatized in this way and
formalized down to the bare language of logical formulas. This turns out to be impossible and proved to be quite a story.
This is the role of non-logical axioms, they simply constitute a starting point in a logical system. Since they are so
fundamental in the development of a theory, it is often the case that they are simply referred to as axioms in the
mathematical discourse, but again, not in the sense that they are true propositions nor as if they were assumptions claimed to be
true. For example, in some groups, the operation of
multiplication is commutative; in others it is not.
Thus, an axiom is an elementary basis for a formal logic system that together with the rules of inference define a deductive system.
Examples
Arithmetic, Euclidean geometry, linear algebra, real
analysis, topology, group theory, set theory, projective geometry, symplectic geometry, von Neumann
algebras, ergodic theory, probability, etc. All these theories are based on their respective set of non-logical axioms.
Arithmetic
In all this formalism, the Peano axioms constitute the most widely used
axiomatization of arithmetic; these are a set of non-logical axioms
strong enough to prove several relevant facts of number theory and they allowed Gödel to establish his second incompleteness
theorem
The language is
where is a constant symbol and is a unary function. The postulates are:


for any formula with one free variable.
There is a standard structure is where is
the set of natural numbers, is the successor
function and is naturally interpreted as the
number 0.
Geometry
Probably the most famous very early set of axioms is the 4 +
1 postulates of Euclid. This turns out to be incomplete, and many more postulates
are necessary to completely characterize his geometry (Hilbert used
23).
"4 + 1" because for nearly two millennia the fifth (parallel)
postulate (through a point outside a line there is exactly one parallel) was suspected of being derivable from the first
four. Ultimately, the fifth postulate was found to be independent of the first four. Indeed, one can assume that no parallels
through a point outside a line exist, that exactly one exists, or that infinitely many exist. These choices give us alternative
forms of geometry in which the interior angles of a triangle add up to less than, exactly or more than a straight line
respectively and are known as elliptic, Euclidean and hyperbolic geometries.
Real analysis
The real numbers, the standard numbers of "real analysis", are described
by the axioms of a complete real closed Archimedean field, which define them uniquely up to isomorphism. However, expressing these properties as axioms requires use of second-order logic. The Löwenheim-Skolem theorems tell us that if we restrict ourselves to first-order logic, any axiom system for the reals admits other models,
including both models that are smaller than the reals and models that are larger. Some of the latter are studied in non-standard analysis.
Deductive systems
The formal issue arises in the need to derive what logicians call a deductive system, which consists of a set
Λ of logical axioms, a set Σ of non-logical axioms and a set
{(Γ,φ)} of rules of inference. Gödel's completeness theorem establishes that every deductive system with a consistent set of non-logical axioms is
complete,
i.e., for any statement that is a logical
consequence of Σ there actually exists a deduction of the statement from Σ. Again, more simply, anything that
is true from a given set of axioms can be proved from those axioms (with reasonable rules of inference).
Note the subtle difference between this and the later and equally celebrated Gödel's first incompleteness
theorem, which states that no set of recursive, consistent,
non-logical axioms Σ of the Theory of Arithmetic is complete, in the sense that there
will always exist a true arithmetic statement φ such that neither φ nor can be proved
(the later is not the same as φ being disproved - it simply means what it says, that there
cannot be a deduction from Σ to ) from the given set of axioms.
There is thus, in one hand, the notion of completeness of a deductive system and on the other hand that of
completeness of a set of non-logical axioms.
The moral is, any fact that we can derive from a set of axioms (logical or non-logical) is not needed as an axiom. Anything
that we cannot derive from the axioms and for which we also cannot derive the negation might reasonably be added as an axiom.
Further discussion
Early mathematicians regarded axiomatic geometry as a model of physical
space, and obviously there could only be one such model. The idea that alternative mathematical systems might exist was very
troubling to mathematicians of the 19th century and the developers of systems such as Boolean algebra made elaborate efforts to derive them from traditional arithmetic. Galois showed just before his untimely death that these efforts were
largely wasted, but that the grand parallels between axiomatic systems could be put to good use, as he algebraically solved many
classical geometrical problems. Ultimately, the abstract parallels between algebraic systems were seen to be more important than
the details and modern algebra was born.
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