DocumentCode
1004292
Title
Verified Real Number Calculations: A Library for Interval Arithmetic
Author
Daumas, Marc ; Lester, David ; Muñoz, César
Author_Institution
Lab. Electron., Inf., Auto- matique et Syst. (ELIAUS), Univ. of Perpignan Via Domitia (UPVD), Perpignan
Volume
58
Issue
2
fYear
2009
Firstpage
226
Lastpage
237
Abstract
Real number calculations on elementary functions are remarkably difficult to handle in mechanical proofs. In this paper, we show how these calculations can be performed within a theorem prover or proof assistant in a convenient and highly automated as well as interactive way. First, we formally establish upper and lower bounds for elementary functions. Then, based on these bounds, we develop a rational interval arithmetic where real number calculations take place in an algebraic setting. In order to reduce the dependency effect of interval arithmetic, we integrate two techniques: interval splitting and Taylor series expansions. This pragmatic approach has been developed, and formally verified, in a theorem prover. The formal development also includes a set of customizable strategies to automate proofs involving explicit calculations over real numbers. Our ultimate goal is to provide guaranteed proofs of numerical properties with minimal human theorem-prover interaction.
Keywords
mathematics computing; series (mathematics); theorem proving; Taylor series expansions; elementary functions; interval splitting; proof assistant; rational interval arithmetic; theorem prover; verified real number calculations; Computer arithmetic; Formal methods; Mathematical Software; Real number calculations; Software Engineering; Software/Program Verification; Software/Software Engineering; interval arithmetic; proof checking; theorem proving.;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/TC.2008.213
Filename
4685896
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