arXiv:2504.03259cs.DScs.AI2025-04

用符号算术法简化红黑树双黑节点删除与旋转的教学难点。

An Extended Symbolic-Arithmetic Model for Teaching Double-Black Removal with Rotation in Red-Black Trees

  • 提出三种符号算术规则,统一处理双黑节点删除
  • 覆盖所有旋转场景,确保黑高平衡
  • 适合算法教学或初学者理解红黑树操作

双黑(DB)节点在红黑树中不存在,形成后需立即移除。当删除导致旋转和颜色调整时,教学难度显著增加。本文扩展先前的符号算术(SA)方法,引入三项新方程:通用符号算术规则、部分规则1与部分规则2。通过这些规则,可有效消除双黑节点并恢复黑高平衡。研究覆盖红黑树全部四种情形(LR、RL、LL、RR),分析了双黑节点的内侄、外侄及内外兼具的黑侄或红侄情况。其中,侄子r与x是双黑节点兄弟s的子节点,其父节点为双黑节点的祖父。该方法在处理涉及旋转和路径上节点重着色的情况下,仍能保持黑高一致,显著提升教学效率。

原文摘要 · Abstract (English)

Double-black (DB) nodes have no place in red-black (RB) trees. So when DB nodes are formed, they are immediately removed. The removal of DB nodes that cause rotation and recoloring of other connected nodes poses greater challenges in the teaching and learning of RB trees. To ease this difficulty, this paper extends our previous work on the symbolic arithmetic algebraic (SA) method for removing DB nodes. The SA operations that are given as, Red + Black = Black; Black - Black = Red; Black + Black = DB; and DB - Black = Black removes DB nodes and rebalances black heights in RB trees. By extension, this paper projects three SA mathematical equations, namely, general symbolic arithmetic rule; partial symbolic arithmetic rule1; and partial symbolic arithmetic rule2. The removal of a DB node ultimately affects black heights in RB trees. To balance black heights using the SA equations, all the RB tree cases, namely, LR, RL, LL, and RR, were considered in this work; and the position of the nodes connected directly or indirectly to the DB node was also tested. In this study, to balance a RB tree, the issues considered w.r.t. the different cases of the RB tree were i) whether a DB node has an inner, outer, or both inner and outer black nephews; or ii) whether a DB node has an inner, outer or both inner and outer red nephews. The nephews r and x in this work are the children of the sibling s to a DB, and further up the tree, the parent p of a DB is their grandparent g. Thus, r and x have indirect relationships to a DB at the point of formation of the DB node. The novelty of the SA equations is in their effectiveness in the removal of DB that involves rotation of nodes as well as the recoloring of nodes along any simple path so as to balance black heights in a tree.

红黑树算法教学符号算术

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