Cost-Aware Automatic Program Repair

Roopsha Samanta; Oswaldo Olivo; E. Allen Emerson

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arXiv · 1307.7281

Cost-Aware Automatic Program Repair

Roopsha Samanta·Oswaldo Olivo·E. Allen Emerson

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Abstract

We present a formal framework for repairing infinite-state, imperative, sequential programs, with (possibly recursive) procedures and multiple assertions; the framework can generate repaired programs by modifying the original erroneous program in multiple program locations, and can ensure the readability of the repaired program using user-defined expression templates; the framework also generates a set of inductive assertions that serve as a proof of correctness of the repaired program. As a step toward integrating programmer intent and intuition in automated program repair, we present a " cost-aware" formulation - given a cost function associated with permissible statement modifications, the goal is to ensure that the total program modification cost does not exceed a given repair budget. As part of our predicate abstraction-based solution framework, we present a sound and complete algorithm for repair of Boolean programs. We have developed a prototype tool based on SMT solving and used it successfully to repair diverse errors in benchmark C programs.

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BibTeX RIS

Roopsha Samanta, Oswaldo Olivo, E. Allen Emerson. 2014-03-31. Cost-Aware Automatic Program Repair. https://arxiv.org/abs/1307.7281

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