Tarski's exponential function problem
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In
model theory In mathematical logic, model theory is the study of the relationship between formal theories (a collection of sentences in a formal language expressing statements about a mathematical structure), and their models (those structures in which the s ...
, Tarski's exponential function problem asks whether the
theory A theory is a rational type of abstract thinking about a phenomenon, or the results of such thinking. The process of contemplative and rational thinking is often associated with such processes as observational study or research. Theories may be ...
of the
real number In mathematics, a real number is a number that can be used to measure a ''continuous'' one-dimensional quantity such as a distance, duration or temperature. Here, ''continuous'' means that values can have arbitrarily small variations. Every real ...
s together with the
exponential function The exponential function is a mathematical function denoted by f(x)=\exp(x) or e^x (where the argument is written as an exponent). Unless otherwise specified, the term generally refers to the positive-valued function of a real variable, ...
is decidable.
Alfred Tarski Alfred Tarski (, born Alfred Teitelbaum;School of Mathematics and Statistics, University of St Andrews ''School of Mathematics and Statistics, University of St Andrews''. January 14, 1901 – October 26, 1983) was a Polish-American logician a ...
had previously shown that the theory of the real numbers (without the exponential function) is decidable.


The problem

The ordered real field R is a structure over the language of
ordered ring In abstract algebra, an ordered ring is a (usually commutative) ring ''R'' with a total order ≤ such that for all ''a'', ''b'', and ''c'' in ''R'': * if ''a'' ≤ ''b'' then ''a'' + ''c'' ≤ ''b'' + ''c''. * if 0 ≤ ''a'' and 0 ≤ ''b'' the ...
s ''L''or = (+,·,−,<,0,1), with the usual interpretation given to each symbol. It was proved by Tarski that the theory of the real field, Th(R), is decidable. That is, given any ''L''or-sentence ''φ'' there is an effective procedure for determining whether :\R\models\varphi. He then asked whether this was still the case if one added a unary function exp to the language that was interpreted as the
exponential function The exponential function is a mathematical function denoted by f(x)=\exp(x) or e^x (where the argument is written as an exponent). Unless otherwise specified, the term generally refers to the positive-valued function of a real variable, ...
on R, to get the structure Rexp.


Conditional and equivalent results

The problem can be reduced to finding an effective procedure for determining whether any given
exponential polynomial In mathematics, exponential polynomials are functions on fields, rings, or abelian groups that take the form of polynomials in a variable and an exponential function. Definition In fields An exponential polynomial generally has both a variable ' ...
in ''n'' variables and with coefficients in Z has a solution in R''n''. showed that
Schanuel's conjecture In mathematics, specifically transcendental number theory, Schanuel's conjecture is a conjecture made by Stephen Schanuel in the 1960s concerning the transcendence degree of certain field extensions of the rational numbers. Statement The con ...
implies such a procedure exists, and hence gave a conditional solution to Tarski's problem. Schanuel's conjecture deals with all complex numbers so would be expected to be a stronger result than the decidability of Rexp, and indeed, Macintyre and Wilkie proved that only a real version of Schanuel's conjecture is required to imply the decidability of this theory. Even the real version of Schanuel's conjecture is not a
necessary condition In logic and mathematics, necessity and sufficiency are terms used to describe a conditional or implicational relationship between two statements. For example, in the conditional statement: "If then ", is necessary for , because the truth of ...
for the decidability of the theory. In their paper, Macintyre and Wilkie showed that an equivalent result to the decidability of Th(Rexp) is what they dubbed the Weak Schanuel's Conjecture. This conjecture states that there is an effective procedure that, given ''n'' ≥ 1 and exponential polynomials in ''n'' variables with integer coefficients ''f''1,..., ''f''''n'', ''g'', produces an integer ''η'' ≥ 1 that depends on ''n'', ''f''1,..., ''f''''n'', ''g'', and such that if ''α'' ∈ R''n'' is a
non-singular In the mathematical field of algebraic geometry, a singular point of an algebraic variety is a point that is 'special' (so, singular), in the geometric sense that at this point the tangent space at the variety may not be regularly defined. In ca ...
solution of the system :f_1(x_1,\ldots,x_n,e^,\ldots,e^)=\ldots=f_n(x_1,\ldots,x_n,e^,\ldots,e^)=0 then either ''g''(''α'') = 0 or , ''g''(''α''),  > ''η''−1.


Workaround

Recently there are attempts at handling the theory of the real numbers with functions such as the exponential function or sine by relaxing decidability to the weaker notion of quasi-decidability. A theory is quasi-decidable if there is a procedure that decides satisfiability but that may run forever for inputs that are not robust in a certain, well-defined sense. Such a procedure exists for systems of equations in variables .


References

* * *{{citation, first1=Peter, last1=Franek, first2=Stefan, last2=Ratschan, first3=Piotr, last3=Zgliczynski, chapter=Satisfiability of Systems of Equations of Real Analytic Functions Is Quasi-decidable, title=Mathematical Foundations of Computer Science 2011, publisher=Springer, series=LNCS, volume=6907, year=2011, pages=315–326, doi=10.1007/978-3-642-22993-0_30, isbn=978-3-642-22992-3 Model theory Unsolved problems in mathematics