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<p>In the dynamic and strategic environment of tennis doubles games, understanding the multifaceted interactions between players is crucial for enhancing team performance. In our previous work, we introduced a novel analytical framework for tennis doubles, employing Markov Decision Processes (MDP) and probabilistic model checking (PMC) to model the intricate behaviors and interactions in the doubles game Liu et al. (Exploring team strategy dynamics in tennis doubles matches. In: International Sports Analytics Conference and Exhibition, Springer 104–115, 2024). Our previous model only considered the standard standing formation. However, in the professional and NCAA Division 1 doubles matches, the “I” formation is utilized very often but was missing from our previous work. In this paper, we aim to extend our previous model with different formations and discuss the effectiveness of various formation strategies.</p>

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Analyzing the Formation Strategy in Tennis Doubles Game

  • 期刊论文

  • 发表日期：

    2025年1月24日

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  • Zhaoyu Liu,
  • Chen Dong,
  • Jia Wei Chen,
  • Alvin Min Jun Jiang,
  • Guanzhou Chen,
  • Aayan Faraz Shaikh,
  • Tian Yu Dong,
  • Chen Wang,
  • Kan Jiang,
  • Jin Song Dong

摘要

In the dynamic and strategic environment of tennis doubles games, understanding the multifaceted interactions between players is crucial for enhancing team performance. In our previous work, we introduced a novel analytical framework for tennis doubles, employing Markov Decision Processes (MDP) and probabilistic model checking (PMC) to model the intricate behaviors and interactions in the doubles game Liu et al. (Exploring team strategy dynamics in tennis doubles matches. In: International Sports Analytics Conference and Exhibition, Springer 104–115, 2024). Our previous model only considered the standard standing formation. However, in the professional and NCAA Division 1 doubles matches, the “I” formation is utilized very often but was missing from our previous work. In this paper, we aim to extend our previous model with different formations and discuss the effectiveness of various formation strategies.