红黑树是一种自平衡的二叉查找树,它的实现需要注意许多细节。以下是一些实现红黑树的基本步骤,使用 JavaScript 语言实现:

  1. 创建节点类:定义一个节点类,包含节点值、左右子节点、颜色属性等。
class Node {
  constructor(value) {
    this.value = value;
    this.left = null;
    this.right = null;
    this.color = 'red';
  }
}
  1. 创建红黑树类:定义一个红黑树类,包含根节点、插入、删除、旋转等方法。
class RedBlackTree {
  constructor() {
    this.root = null;
  }

  // 插入节点
  insert(value) {}

  // 删除节点
  delete(value) {}

  // 左旋
  rotateLeft(node) {}

  // 右旋
  rotateRight(node) {}

  // 颜色翻转
  flipColors(node) {}
}
  1. 实现插入操作:按照二叉查找树的规则插入节点,然后根据红黑树的特性进行修正。具体来说,如果插入的节点的父节点是红色,那么需要进行颜色翻转、左旋、右旋等操作,使得树重新满足红黑树的特性。
insert(value) {
  const node = new Node(value);
  if (!this.root) {
    // 插入根节点
    node.color = 'black';
    this.root = node;
    return;
  }

  let current = this.root;
  while (current) {
    if (value < current.value) {
      if (!current.left) {
        // 插入左子节点
        current.left = node;
        break;
      }
      current = current.left;
    } else {
      if (!current.right) {
        // 插入右子节点
        current.right = node;
        break;
      }
      current = current.right;
    }
  }

  // 修正红黑树
  if (current.color === 'red' && current.parent.color === 'red') {
    let uncle = null;
    if (current.parent === current.parent.parent.left) {
      uncle = current.parent.parent.right;
      if (uncle && uncle.color === 'red') {
        // case 1: 父节点和叔节点都是红色
        current.parent.color = 'black';
        uncle.color = 'black';
        current.parent.parent.color = 'red';
        this.insert(current.parent.parent.value);
      } else {
        if (current === current.parent.right) {
          // case 2: 父节点是红色,叔节点是黑色,当前节点是右子节点
          current = current.parent;
          this.rotateLeft(current);
        }
        // case 3: 父节点是红色,叔节点是黑色,当前节点是左子节点
        current.parent.color = 'black';
        current.parent.parent.color = 'red';
        this.rotateRight(current.parent.parent);
      }
    } else {
      uncle = current.parent.parent.left;
      if (uncle && uncle.color === 'red') {
        // case 1: 父节点和叔节点都是红色
        current.parent.color = 'black';
        uncle.color = 'black';
        current.parent.parent.color = 'red';
        this.insert(current.parent.parent.value);
      } else {
        if (current === current.parent.left) {
          // case 2: 父节点是红色,叔节点是黑色,当前节点是左子节点
          current = current.parent;
          this.rotateRight(current);
        }
        // case 3: 父节点是红色,叔节点是黑色,当前节点是右子节点
        current.parent.color = 'black';
        current.parent.parent.color = 'red';
        this.rotateLeft(current.parent.parent);
      }
    }
  }

  this.root.color = 'black';
}
  1. 实现删除操作:删除操作需要考虑多种情况,包括要删除的节点有 0、1、2 个子节点等不同情况,具体实现时需要分别考虑。删除节点后,同样需要进行红黑树的修正。
delete(value) {
  let current = this.root;
  while (current) {
    if (value === current.value) {
      // 找到要删除的节点
      if (!current.left && !current.right) {
        // case 1: 要删除的节点没有子节点
        if (current.color === 'red') {
          // 直接删除即可
          if (current === current.parent.left) {
            current.parent.left = null;
          } else {
            current.parent.right = null;
          }
        } else {
          // 要删除的节点是黑色的情况比较复杂,需要进行修正
          this.deleteCase1(current);
        }
      } else if (current.left && current.right) {
        // case 2: 要删除的节点有两个子节点
        let successor = current.right;
        while (successor.left) {
          successor = successor.left;
        }
        current.value = successor.value;
        // 转换为删除后继节点的情况
        current = successor;
        this.deleteCase1(current);
      } else {
        // case 3: 要删除的节点只有一个子节点
        const child = current.left || current.right;
        if (current.color === 'red') {
          // 直接用子节点替换即可
          if (current === current.parent.left) {
            current.parent.left = child;
          } else {
            current.parent.right = child;
          }
          child.parent = current.parent;
        } else {
          // 要删除的节点是黑色的情况比较复杂,需要进行修正
          if (child.color === 'red') {
            // case 3.1: 要删除的节点是黑色,但是子节点是红色
            child.color = 'black';
            if (current === current.parent.left) {
              current.parent.left = child;
            } else {
              current.parent.right = child;
            }
            child.parent = current.parent;
          } else {
            // case 3.2: 要删除的节点是黑色,子节点是黑色
            this.deleteCase1(child);
            if (current === current.parent.left) {
              current.parent.left = child;
            } else {
              current.parent.right = child;
            }
            child.parent = current.parent;
          }
        }
      }
      break;
    } else if (value < current.value) {
      current = current.left;
    } else {
      current = current.right;
    }
  }
}

// 删除节点时,要考虑要删除的节点是黑色的情况
deleteCase1(node) {
  if (node === this.root) {
    // case 1: 要删除的节点是根节点
    this.root = null;
  } else if (node.parent.left === node) {
    // case 2: 要删除的节点是左子节点
    this.deleteCase2(node, node.parent.right);
  } else {
    // case 3: 要删除的节点是右子节点
    this.deleteCase2(node, node.parent.left);
  }
}

deleteCase2(node, sibling) {
  if (sibling.color === 'red') {
    // case 2.1: 兄弟节点是红色
    sibling.color = 'black';
    node.parent.color = 'red';
    if (node === node.parent.left) {
      this.rotateLeft(node.parent);
      sibling = node.parent.right;
    } else {
      this.rotateRight(node.parent);
      sibling = node.parent.left;
    }
  }
  this.deleteCase3(node, sibling);
}

deleteCase3(node, sibling) {
  if (node.parent.color === 'black' && sibling.color === 'black' && (!sibling.left || sibling.left.color === 'black') && (!sibling.right || sibling.right.color === 'black')) {
    // case 2.2: 兄弟节点是黑色,且兄弟节点的子节点都是黑色
    sibling.color = 'red';
    this.deleteCase1(node.parent);
  } else {
    this.deleteCase4(node, sibling);
  }
}

deleteCase4(node, sibling) {
  if (node.parent.color === 'red' && sibling.color === 'black' && (!sibling.left || sibling.left.color === 'black') && (!sibling.right || sibling.right.color === 'black')) {
    // case 2.3: 父节点是红色,兄弟节点是黑色,且兄弟节点的子节点都是黑色
    sibling.color = 'red';
    node.parent.color = 'black';
  } else {
    this.deleteCase5(node, sibling);
  }
}

deleteCase5(node, sibling) {
  if (sibling.color === 'black') {
    if (node === node.parent.left && sibling.right && sibling.right.color === 'red' && (!sibling.left || sibling.left.color === 'black')) {
      // case 2.4: 要删除的节点是左子节点,兄弟节点是黑色,兄弟节点的右子节点是红色,左子节点是黑色
      sibling.color = 'red';
      sibling.right.color = 'black';
      this.rotateLeft(sibling);
      sibling = node.parent.right;
    } else if (node === node.parent.right && sibling.left && sibling.left.color === 'red' && (!sibling.right || sibling.right.color === 'black')) {
      // case 2.4: 要删除的节点是右子节点,兄弟节点是黑色,兄弟节点的左子节点是红色,右子节点是黑色
      sibling.color = 'red';
      sibling.left.color = 'black';
      this.rotateRight(sibling);
      sibling = node.parent.left;
    }
  }
  this.deleteCase6(node, sibling);
}

deleteCase6(node, sibling) {
  sibling.color = node.parent.color;
  node.parent.color = 'black';
  if (node === node.parent.left) {
    sibling.right.color = 'black';
    this.rotateLeft(node.parent);
  } else {
    sibling.left.color = 'black';
    this.rotateRight(node.parent);
  }
}
  1. 实现旋转操作:旋转操作包括左旋和右旋两种,它们是红黑树实现的核心操作。通过旋转操作,可以将树的结构进行调整,使得树重新满足红黑树的特性。
rotateLeft(node) {
  const parent = node.parent;
  const right = node.right;
  const left = right.left;

  if (parent) {
    if (node === parent.left) {
      parent.left = right;
    } else {
      parent.right = right;
    }
  } else {
    this.root = right;
  }

  right.parent = parent;
  node.parent = right;
  right.left = node;
  node.right = left;
  if (left) {
    left.parent = node;
  }
}

rotateRight(node) {
  const parent = node.parent;
  const left = node.left;
  const right = left.right;

  if (parent) {
    if (node === parent.left) {
      parent.left = left;
    } else {
      parent.right = left;
    }
  } else {
    this.root = left;
  }

  left.parent = parent;
  node.parent = left;
  left.right = node;
  node.left = right;
  if (right) {
    right.parent = node;
  }
}
  1. 实现颜色翻转操作:颜色翻转操作用于将红黑树中的红节点和黑节点进行颜色交换,以保证树的平衡性。
flipColors(node) {
  node.color = 'red';
  node.left.color = 'black';
  node.right.color = 'black';
  if (node === this.root) {
    node.color = 'black';
  } else if (node.parent.color === 'red') {
    this.flipColors(node.parent);
  }
}

这些是实现红黑树的基本步骤,实际上还需要考虑一些细节,例如节点的父节点、子节点、兄弟节点等的指针关系,以及树的遍历、搜索、输出等操作。总之,红黑树是一种比较复杂的数据结构,需要仔细理解和实现。

如何用js实现红黑树

原文地址: https://www.cveoy.top/t/topic/32B 著作权归作者所有。请勿转载和采集!

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