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Optimization of VCDTS Algorithm in Connect6 Game

Chinese Control and Decision Conference (CCDC)(2018)

Beijing Inst Technol

Cited 0|Views9
Abstract
The game of Connect6 was invented to be viewed as a complicated game owing to its enormous search space. In this paper, an optimized approach of Victory of Continuous Double Threat Search(VCDTS) algorithm based on Aho-Corasick Automaton - called as Automaton Double Threat Search(ADTS) - was proposed. Generating moves using line patterns, ADTS has achieved ten times the efficiency of Brute-force VCDTS. Through repeated experiments, the effectiveness of the algorithm has been validated.
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Connect6,VCDTS,Line Pattern,Aho-Corasick Automaton
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  • Pretraining has recently greatly promoted the development of natural language processing (NLP)
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要点】:本文提出了一种基于Aho-Corasick自动机的优化算法ADTS,大幅提高了 Connect6 游戏中胜利连续双重威胁搜索(VCDTS)算法的效率。

方法】:作者通过将Aho-Corasick自动机应用于VCDTS算法,使用线模式生成走法,优化了搜索过程。

实验】:在反复实验中验证了算法的有效性,但论文未明确提及使用的数据集名称,实验结果表明ADTS算法效率是暴力VCDTS算法的十倍。