Tata Institute of Fundamental Research

Program Analysis Using Quantifier Elimination Heuristics

Seminar
Speaker: Deepak Kapur (The University of New Mexico Department of Computer Science Albuquerque, NM 87131 United States of America)
Organiser: Paritosh K Pandya
Date: Tuesday, 8 Jan 2013, 11:00 to 12:00
Venue: AG-80

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Abstract:  Loop invariants play a central role in ensuring the reliability of software. Program analysis techniques must either require such program annotations at appropriate program locations or automatically derive these annotations from a program.  A new approach for automatically generating loop invariants from imperative programs will be presented.  Loop invariants are assumed to have certain shape, i.e., they are formulas in a restricted quantifier-free first-order theory. Elimination techniques can be used to generate such invariants.  The focus of this talk will be on exploring heuristics for quantifier-elimination so that such techniques can scale well.  A nice feature of the proposed approach is that it does not need to have access to any specification or annotations associated with a program. Some preliminary ideas about how to generalize these approaches to work on data types other than numbers will be discussed.