D. Memmert, Jonas Imkamp, J. Perl
{"title":"Flexible Defense Succeeds Creative Attacks!—A Simulation Approach Based on Position Data in Professional Football","authors":"D. Memmert, Jonas Imkamp, J. Perl","doi":"10.4236/jsea.2021.149029","DOIUrl":null,"url":null,"abstract":"Introduction: The key to success is finding the perfect mixture of tactical patterns and sudden breaks of them, which depends on the behavior of the opponent team and is not easy to estimate by just watching matches. According to the specific tactical team behavior of “attack vs. defense” professional football matches are investigated based on a simulation approach, professional football matches are investigated according to the specific tactical team behavior of “attack vs. defense.” Methods: The formation patterns of all the sample games are categorized by SOCCER© for defense and attack. Monte Carlo-Simulation can evaluate the mathematical, optimal strategy. The interaction simulation between attack and defense shows optimal flexibility rates for both tactical groups. Approach: A simulation approach based on 40 position data sets of the 2014/15 German Bundesliga has been conducted to analyze and optimize such strategic team behavior in professional soccer. Results: The results revealed that both attack and defense have optimal planning rates to be more successful. The more complex the success indicator, the more successful attacking player groups get. The results also show that defensive player groups always succeed in attacking groups below a specific planning rate value. Conclusion: Groups are always succeeding. The simulation-based position data analysis shows successful strategic behavior patterns for attack and defense. Attacking player groups need very high flexibility to be successful (stay in ball possession). In contrast, defensive player groups only need to be below a defined flexibility rate to be guaranteed more success.","PeriodicalId":62222,"journal":{"name":"软件工程与应用(英文)","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"软件工程与应用(英文)","FirstCategoryId":"1093","ListUrlMain":"https://doi.org/10.4236/jsea.2021.149029","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
灵活的防御成功的创造性攻击--一种基于位置数据的职业足球仿真方法
成功的关键是找到战术模式的完美结合和突然中断,这取决于对手的行为,并且不容易通过观看比赛来估计。根据球队“攻守”的具体战术行为,基于仿真方法对职业足球比赛进行调查,根据球队“攻守”的具体战术行为对职业足球比赛进行调查。方法:所有样本比赛的阵型均采用SOCCER©进行防守和进攻分类。蒙特卡罗模拟可以评估数学上的最优策略。攻击和防御之间的交互模拟显示了两种战术组的最佳灵活性。方法:采用基于2014/15赛季德甲联赛40个位置数据集的仿真方法,对职业足球球队战略行为进行分析和优化。结果:研究结果表明,进攻和防御均具有最优的规划率。成功指标越复杂,攻击玩家群体就越成功。结果还表明,在特定的计划率值下,防守球员群体总是成功的攻击群体。结论:群体总是成功的。基于仿真的位置数据分析显示了攻击和防御的成功战略行为模式。进攻球员需要非常高的灵活性才能成功(保持控球)。相比之下,防守球员组只需要低于定义的灵活性率就可以保证更大的成功。
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