Title of article :
Proving theorems by reuse Original Research Article
Author/Authors :
Christoph Walther، نويسنده , , Thomas Kolbe، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2000
Abstract :
We investigate the improvement of theorem proving by reusing previously computed proofs. We have developed and implemented the Plagiator system which proves theorems by mathematical induction with the aid of a human advisor: If a base or step formula is submitted to the system, it tries to reuse a proof of a previously verified formula. If successful, labour is saved, because the number of required user interactions is decreased. Otherwise the human advisor is called for providing a hand crafted proof for such a formula, which subsequently—after some (automated) preparation steps—is stored in the systemʹs memory, to be in stock for future reasoning problems. Besides the potential savings of resources, the performance of the overall system is improved, because necessary lemmata might be speculated as the result of an attempt to reuse a proof. The success of the approach is based on our techniques for preparing given proofs as well as by our methods for retrieval and adaptation of reuse candidates which are promising for future proof reuses. We prove the soundness of our approach and illustrate its performance with several examples.
Keywords :
Deduction and theorem proving , Problem solving and search , Machine learning , Knowledge representation , Analogy , Reuse , Abstraction
Journal title :
Artificial Intelligence
Journal title :
Artificial Intelligence