Non-recursive Algorithm Derivation and Formal Proof of Binary Tree Traversal Class Problems

Z. Zuo, Yue-Jian Fang, Qing Huang, Yunyan Liao, Yuan-jiang Wang, Changjing Wang
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Abstract

The development of loop invariants for recursive problems of nonlinear data structures is always difficult problem in formal development. The paper studies the derivation and formal proof of binary tree traversal class non-recursive algorithm. The non-recursive Apla (Abstract Programming Language) algorithms of binary tree traversal class problems and their exact and simple loop invariants are derived. Then, the correctness of the algorithm is proved by Dijkstra-Gries standard proving technique. Finally, the PAR platform is used to automatically generate C++ code, which realizes the complete refinement process from abstract specification to concrete executable program. The results of this study point out the direction for the exploration of the loop invariant of the nonrecursive algorithm for recursive problems and have guiding significance for the derivation and formal proof of the algorithm program of the nonlinear data structure.
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二叉树遍历类问题的非递归算法推导与形式化证明
非线性数据结构递归问题的循环不变量的发展一直是形式化发展中的难题。研究了二叉树遍历类非递归算法的推导和形式化证明。推导了二叉树遍历类问题的非递归算法及其精确和简单的循环不变量。然后用Dijkstra-Gries标准证明技术证明了算法的正确性。最后利用PAR平台自动生成c++代码,实现了从抽象规范到具体可执行程序的完整细化过程。本研究结果为探索递归问题的非递归算法的循环不变量指明了方向,对非线性数据结构的算法程序的推导和形式化证明具有指导意义。
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