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Alternating Runtime and Size Complexity Analysis of Integer Programs

Brockschmidt, M; Emmes, F; Falke, S; Fuhs, C; Giesl, J; (2014) Alternating Runtime and Size Complexity Analysis of Integer Programs. In: Ábrahám, E and Havelund, K, (eds.) 20th International Conference, TACAS 2014, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2014, Grenoble, France, April 5-13, 2014. Proceedings. (pp. 140 - 155). Springer Berlin Heidelberg Green open access

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Abstract

We present a modular approach to automatic complexity analysis. Based on a novel alternation between finding symbolic time bounds for program parts and using these to infer size bounds on program variables, we can restrict each analysis step to a small part of the program while maintaining a high level of precision. Extensive experiments with the implementation of our method demonstrate its performance and power in comparison with other tools.

Type: Proceedings paper
Title: Alternating Runtime and Size Complexity Analysis of Integer Programs
Event: 20th International Conference, TACAS 2014
ISBN-13: 978-3-642-54861-1
Open access status: An open access version is available from UCL Discovery
DOI: 10.1007/978-3-642-54862-8_10
Publisher version: http://dx.doi.org/10.1007/978-3-642-54862-8_10
Language: English
Additional information: This is the authors' accepted version of this published paper. The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-642-54862-8_10
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/1455004
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