论文标题

基于量子启发式算法的决策树构建算法的改进

The Improvement of Decision Tree Construction Algorithm Based On Quantum Heuristic Algorithms

论文作者

Mannapov, Ilnaz

论文摘要

这项工作与量子模拟器上的决策树构建算法实现有关。在这里,我们考虑基于二进制标准的算法。此外,我们使用量子启发式QAOA研究了改进能力。我们实施了该算法的经典和量子版本来比较已建立的树。

This work is related to the implementation of a decision tree construction algorithm on a quantum simulator. Here we consider an algorithm based on a binary criterion. Also, we study the improvement capability with quantum heuristic QAOA. We implemented the classical and the quantum version of this algorithm to compare built trees.

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