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In mathematical logic, a first-order language of the real numbers is the set of all well-formed sentences of first-order logic that involve universal and existential quantifiers and logical combinations of equalities and inequalities of expressions over real variables. The corresponding first-order theory is the set of sentences that are actually true of the real numbers. There are several different such theories, with different expressive power, depending on the primitive operations that are allowed to be used in the expression. A fundamental question in the study of these theories is whether they are decidable: that is, whether there is an algorithm that can take a sentence as input and produce as output an answer "yes" or "no" to the question of whether the sentence is true in the theory.
The theory of real closed fields is the theory in which the primitive operations are multiplication and addition; this implies that, in this theory, the only numbers that can be defined are the real algebraic numbers. As proven by Tarski, this theory is decidable; see Tarski–Seidenberg theorem and Quantifier elimination. Current implementations of decision procedures for the theory of real closed fields are often based on quantifier elimination by cylindrical algebraic decomposition.
Tarski's decidable algorithm was implemented on electronic computers in the 1950s. Its runtime is too slow for it to reach any interesting results.
Tarski's exponential function problem concerns the extension of this theory to another primitive operation, the exponential function. It is an open problem whether this theory is decidable, but if Schanuel's conjecture holds then the decidability of this theory would follow. In contrast, the extension of the theory of real closed fields with the sine function is undecidable since this allows encoding of the undecidable theory of integers (see Richardson's theorem).
Still, one can handle the undecidable case with functions such as sine by using algorithms that do not necessarily terminate always. In particular, one can design algorithms that are only required to terminate for input formulas that are robust, that is, formulas whose satisfiability does not change if the formula is slightly perturbed. Alternatively, it is also possible to use purely heuristic approaches.
See also
- Construction of the real numbers
- Tarski's axiomatization of the reals
References
- A. Burdman Fefferman and S. Fefferman, Alfred Tarski: Life and Logic (Cambridge: Cambridge University Press, 2008).
- Macintyre, A.J.; Wilkie, A.J. (1995), "On the decidability of the real exponential field", in Odifreddi, P.G. (ed.), Kreisel 70th Birthday Volume, CLSI
- Kuhlmann, S. (2001) [1994], "Model theory of the real exponential function", Encyclopedia of Mathematics, EMS Press
- Ratschan, Stefan (2006). "Efficient Solving of Quantified Inequality Constraints over the Real Numbers". ACM Transactions on Computational Logic. 7 (4): 723–748. arXiv:cs/0211016. doi:10.1145/1183278.1183282. S2CID 16781766.
- Akbarpour, Behzad; Paulson, Lawrence Charles (2010). "MetiTarski: An Automatic Theorem Prover for Real-Valued Special Functions". Journal of Automated Reasoning. 44 (3): 175–205. doi:10.1007/s10817-009-9149-2. S2CID 16215962.
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This article needs additional citations for verification Please help improve this article by adding citations to reliable sources Unsourced material may be challenged and removed Find sources Decidability of first order theories of the real numbers news newspapers books scholar JSTOR September 2014 Learn how and when to remove this message In mathematical logic a first order language of the real numbers is the set of all well formed sentences of first order logic that involve universal and existential quantifiers and logical combinations of equalities and inequalities of expressions over real variables The corresponding first order theory is the set of sentences that are actually true of the real numbers There are several different such theories with different expressive power depending on the primitive operations that are allowed to be used in the expression A fundamental question in the study of these theories is whether they are decidable that is whether there is an algorithm that can take a sentence as input and produce as output an answer yes or no to the question of whether the sentence is true in the theory The theory of real closed fields is the theory in which the primitive operations are multiplication and addition this implies that in this theory the only numbers that can be defined are the real algebraic numbers As proven by Tarski this theory is decidable see Tarski Seidenberg theorem and Quantifier elimination Current implementations of decision procedures for the theory of real closed fields are often based on quantifier elimination by cylindrical algebraic decomposition Tarski s decidable algorithm was implemented on electronic computers in the 1950s Its runtime is too slow for it to reach any interesting results Tarski s exponential function problem concerns the extension of this theory to another primitive operation the exponential function It is an open problem whether this theory is decidable but if Schanuel s conjecture holds then the decidability of this theory would follow In contrast the extension of the theory of real closed fields with the sine function is undecidable since this allows encoding of the undecidable theory of integers see Richardson s theorem Still one can handle the undecidable case with functions such as sine by using algorithms that do not necessarily terminate always In particular one can design algorithms that are only required to terminate for input formulas that are robust that is formulas whose satisfiability does not change if the formula is slightly perturbed Alternatively it is also possible to use purely heuristic approaches See alsoConstruction of the real numbers Tarski s axiomatization of the realsReferencesA Burdman Fefferman and S Fefferman Alfred Tarski Life and Logic Cambridge Cambridge University Press 2008 Macintyre A J Wilkie A J 1995 On the decidability of the real exponential field in Odifreddi P G ed Kreisel 70th Birthday Volume CLSI Kuhlmann S 2001 1994 Model theory of the real exponential function Encyclopedia of Mathematics EMS Press Ratschan Stefan 2006 Efficient Solving of Quantified Inequality Constraints over the Real Numbers ACM Transactions on Computational Logic 7 4 723 748 arXiv cs 0211016 doi 10 1145 1183278 1183282 S2CID 16781766 Akbarpour Behzad Paulson Lawrence Charles 2010 MetiTarski An Automatic Theorem Prover for Real Valued Special Functions Journal of Automated Reasoning 44 3 175 205 doi 10 1007 s10817 009 9149 2 S2CID 16215962 This algebraic geometry related article is a stub You can help Wikipedia by expanding it vte