Latest YouTube Video

Tuesday, February 21, 2017

Synthesizing Imperative Programs for Introductory Programming Assignments. (arXiv:1702.06334v1 [cs.PL])

We present a novel algorithm that synthesizes imperative programs for introductory programming courses. Given a set of input-output examples and a partial program, our algorithm generates a complete program that is consistent with every example. Our key idea is to combine enumerative program synthesis and static analysis, which aggressively prunes out a large search space while guaranteeing to find, if any, a correct solution. We have implemented our algorithm in a tool, called SIMPL, and evaluated it on 30 problems used in introductory programming courses. The results show that SIMPL is able to solve the benchmark problems in 6.6 seconds on average.



from cs.AI updates on arXiv.org http://ift.tt/2llnPUL
via IFTTT

No comments: