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Mathematics by machine

Published: 23 July 2014 Publication History

Abstract

When David Hilbert started so called "Hilbert's program" (formalization of mathematics) in the early 20th century to give a solid foundation to mathematics, he unintentionally introduced the possibility of automatization of mathematics. Theoretically, the possibility was denied by Gödel's incompleteness theorem. However, an interesting issue remains: is "mundane mathematics" automatizable? We are developing a system that solves a wide range of math problems written in natural language, as a part of the Todai Robot Project, an AI challenge to pass the university entrance examination. We give an overview and report on the progress of our project, and the theoretical and methodological difficulties to be overcome.

References

[1]
T. Arai. Mathematical Logic. Iwanami Shoten, 2011. (in Japanese).
[2]
A. Church. A note on the Entscheidungsproblem. Journal of Symbolic Logic, 1:40--41, 1936.
[3]
G. E. Collins. Quantifier elimination for real closed fields by cylindrical algebraic decomposition. In Automata Theory and Formal Languages 2nd GI Conference Kaiserslautern, volume 33 of Lecture Notes in Computer Science, pages 134--183. Springer-Verlag, 1975.
[4]
K. Gödel. Über formal unentscheidbare Sätze der Principia Mathematica und verwandter Systeme I. Monatshefte für Mathematik, 38(1):173--198, 1931.
[5]
T. C. Hales. The Jordan curve theorem, formally and informally. The American Mathematical Monthly, 114(10):882--894, 2007.
[6]
H. Iwane, H. Yanami, H. Anai, and K. Yokoyama. An effective implementation of symbolic-numeric cylindrical algebraic decomposition for quantifier elimination. Theoretical Computer Science, 479:43--69, 2013.
[7]
T. Matsuzaki, H. Iwane, H. Anai, and N. Arai. The complexity of math problems -- linguistic, or computational? In Proceedings of the Sixth International Joint Conference on Natural Language Processing, pages 73--81, 2013.
[8]
T. Matsuzaki, H. Iwane, H. Anai, and N. H. Arai. The most uncreative examinee: a first step toward wide coverage natural language math problem solving. In Proceedings of the 28th AAAI Conference on Artificial Intelligence, 2014. (to appear).
[9]
J. Robinson. Definability and decision problems in arithmetic. The Journal of Symbolic Logic, 14(2):98--114, 1949.
[10]
M. Steedman. The Syntactic Process. Bradford Books. Mit Press, 2001.
[11]
A. W. Strzeboński. Cylindrical algebraic decomposition using validated numerics. Journal of Symbolic Computation, 41(9):1021--1038, 2006.
[12]
A. Tarski. A Decision Method for Elementary Algebra and Geometry. University of California Press, Berkeley, 1951.
[13]
A. Turing. On computable numbers, with an application to the Entscheidungsproblem. Proceedings of the London Mathematical Society, 42:230--265, 1936.
[14]
A. N. Whitehead and B. A. W. Russell. Principia Mathematica. Cambridge Univ. Press, Cambridge, 1910, 1912, and 1913.
[15]
L. Wittgenstein. Philosophical Investigations/Philosophische Untersuchungen. Oxford: Basil Blackwell, 1953.

Cited By

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  • (2022)The DEWCAD projectACM Communications in Computer Algebra10.1145/3511528.351153855:3(107-111)Online publication date: 12-Jan-2022
  • (2020)Deciding the consistency of non-linear real arithmetic constraints with a conflict driven search using cylindrical algebraic coveringsJournal of Logical and Algebraic Methods in Programming10.1016/j.jlamp.2020.100633(100633)Online publication date: Nov-2020
  • (2019)Using Machine Learning to Improve Cylindrical Algebraic DecompositionMathematics in Computer Science10.1007/s11786-019-00394-8Online publication date: 3-Apr-2019
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cover image ACM Other conferences
ISSAC '14: Proceedings of the 39th International Symposium on Symbolic and Algebraic Computation
July 2014
444 pages
ISBN:9781450325011
DOI:10.1145/2608628
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Publication History

Published: 23 July 2014

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Author Tags

  1. mathematical logic
  2. natural language processing
  3. quantifier elimination

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ISSAC '14

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ISSAC '14 Paper Acceptance Rate 51 of 96 submissions, 53%;
Overall Acceptance Rate 395 of 838 submissions, 47%

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Cited By

View all
  • (2022)The DEWCAD projectACM Communications in Computer Algebra10.1145/3511528.351153855:3(107-111)Online publication date: 12-Jan-2022
  • (2020)Deciding the consistency of non-linear real arithmetic constraints with a conflict driven search using cylindrical algebraic coveringsJournal of Logical and Algebraic Methods in Programming10.1016/j.jlamp.2020.100633(100633)Online publication date: Nov-2020
  • (2019)Using Machine Learning to Improve Cylindrical Algebraic DecompositionMathematics in Computer Science10.1007/s11786-019-00394-8Online publication date: 3-Apr-2019
  • (2018)On Continuity of the Roots of a Parametric Zero Dimensional Multivariate Polynomial IdealProceedings of the 2018 ACM International Symposium on Symbolic and Algebraic Computation10.1145/3208976.3209004(359-365)Online publication date: 11-Jul-2018
  • (2018)On Multivariate Hermitian Quadratic FormsMathematics in Computer Science10.1007/s11786-018-0387-813:1-2(79-93)Online publication date: 12-Oct-2018
  • (2017)Language Processing of Mathematical Problem Text数学問題の自然言語解析Kagaku tetsugaku10.4216/jpssj.50.0_3550(35-49)Online publication date: 20-Dec-2017
  • (2017)Formula Simplification for Real Quantifier Elimination Using Geometric InvarianceProceedings of the 2017 ACM International Symposium on Symbolic and Algebraic Computation10.1145/3087604.3087627(213-220)Online publication date: 23-Jul-2017
  • (2016)$$\mathsf {SC}^\mathsf{2} $$ : Satisfiability Checking Meets Symbolic ComputationIntelligent Computer Mathematics10.1007/978-3-319-42547-4_3(28-43)Online publication date: 12-Jul-2016
  • (2016)An Automated Deduction and Its Implementation for Solving Problem of Sequence at University Entrance ExaminationMathematical Software – ICMS 201610.1007/978-3-319-42432-3_11(82-89)Online publication date: 6-Jul-2016
  • (2015)Real Quantifier Elimination by Computation of Comprehensive Gröbner SystemsProceedings of the 2015 ACM International Symposium on Symbolic and Algebraic Computation10.1145/2755996.2756646(173-180)Online publication date: 24-Jun-2015
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