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核映射和Rank-Order距离的局部保持投影相似性度量方法 被引量:3
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作者 秦玉华 张萌 +1 位作者 杨宁 单秋甫 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2021年第10期3117-3122,共6页
针对近红外光谱高维、高冗余、非线性和小样本等特点导致光谱相似性度量时出现的“维度灾难”,提出一种基于核映射和rank-order距离的局部保持投影(KRLPP)算法。首先将光谱数据经过核变换映射到更高维空间,有效保证了流形结构的非线性... 针对近红外光谱高维、高冗余、非线性和小样本等特点导致光谱相似性度量时出现的“维度灾难”,提出一种基于核映射和rank-order距离的局部保持投影(KRLPP)算法。首先将光谱数据经过核变换映射到更高维空间,有效保证了流形结构的非线性特征。然后改进局部保持投影(LPP)算法对数据进行降维操作,将rank-order距离替代传统的欧氏距离或测地线距离,通过共享邻近点的信息,得到更加准确的局部邻域关系。最后在低维空间通过距离的计算实现光谱的度量。该方法不仅有效解决了高维空间存在的“距离失效”问题,同时还提高了相似性度量结果的精度。为了验证KRLPP算法的有效性,首先根据降维前后数据集信息残差的变化确定了最佳参数近邻点的个数k和降维后的维数d。其次,从光谱降维投影效果和模型分类效果两个角度与PCA,LPP和INLPP算法进行了对比,结果表明KRLPP算法对于烟叶的部位有较好的区分能力,降维效果以及对于不同部位的正确识别率明显优于PCA,LPP和INLPP。最后,从某品牌卷烟叶组配方中选取了5个代表性烟叶作为目标烟叶,分别采用PCA,LPP和KRLPP方法从300个用于配方维护的烟叶样品中为每个目标烟叶寻找相似烟叶,并从化学成分和感官评价两方面对替换前后的烟叶及叶组配方进行了评价分析。其中LPP和KRLPP用于降维的参数选择保持一致,PCA选择前6个主成分。结果表明,由KRLPP选出的替换烟叶与替换配方在总糖、还原糖、总烟碱、总氮等化学成分以及香气、烟气、口感等感官指标上较PCA、LPP方法差异最小,相似性度量准确度最高。该方法可应用于配方产品替换原料的查找,辅助企业实现产品质量的维护。 展开更多
关键词 近红外光谱 局部保持投影算法 核映射 rank-order距离 相似性度量
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基于通勤时间距离与Rank-Order距离的LLE算法改进
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作者 吕冰倩 范林元 《信息系统工程》 2021年第7期141-144,共4页
局部线性嵌入(Local linear embedding,LLE)算法作为一种经典的非线性降维算法,在图像识别等领域取得了很好的应用效果,但仍存在一些缺陷,如在构造邻域图时使用欧氏距离,可能会出现“短路边”的情况,同时,会受到离群点的影响,导致鲁棒... 局部线性嵌入(Local linear embedding,LLE)算法作为一种经典的非线性降维算法,在图像识别等领域取得了很好的应用效果,但仍存在一些缺陷,如在构造邻域图时使用欧氏距离,可能会出现“短路边”的情况,同时,会受到离群点的影响,导致鲁棒性较差。为解决以上问题,论文基于通勤时间距离(commute time distance,CTD)和Rank-Order距离提出了CRLLE(LLE based on CTD and Rank-Order distance)算法,并在ORL人脸数据集和IMM人脸数据集上进行实验。实验设置CRLLE算法与LLE算法、等距特征映射(Isomap)算法和主成分分析降维(PCA)算法三种维数简约方法进行比较,得出改进后的CRLLE算法的降维效果优于其他三种算法的结论。 展开更多
关键词 流形学习 局部线性嵌入算法 通勤时间距离 rank-order距离 降维
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On an Invariant of Tournament Digraphs
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作者 Boris F. Melnikov Bowen Liu 《Journal of Applied Mathematics and Physics》 2024年第7期2711-2722,共12页
To date, it is unknown whether it is possible to construct a complete graph invariant in polynomial time, so fast algorithms for checking non-isomorphism are important, including heuristic algorithms, and for successf... To date, it is unknown whether it is possible to construct a complete graph invariant in polynomial time, so fast algorithms for checking non-isomorphism are important, including heuristic algorithms, and for successful implementations of such heuristics, both the tasks of some modification of previously described graph invariants and the description of new invariants remain relevant. Many of the described invariants make it possible to distinguish a larger number of graphs in the real time of a computer program. In this paper, we propose an invariant for a special kind of directed graphs, namely, for tournaments. The last ones, from our point of view, are interesting because when fixing the order of vertices, the number of different tournaments is exactly equal to the number of undirected graphs, also with fixing the order of vertices. In the invariant we are considering, all possible tournaments consisting of a subset of vertices of a given digraph with the same set of arcs are iterated over. For such subset tournaments, the places are calculated in the usual way, which are summed up to obtain the final values of the points of the vertices;these points form the proposed invariant. As we expected, calculations of the new invariant showed that it does not coincide with the most natural invariant for tournaments, in which the number of points is calculated for each participant. So far, we have conducted a small number of computational experiments, and the minimum value of the pair correlation between the sequences representing these two invariants that we found is for dimension 15. 展开更多
关键词 GRAPH Directed Graph tournament ?nvariant
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The Properties of Transitive Bipartite Tournaments 被引量:1
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作者 谭尚旺 张德龙 《Chinese Quarterly Journal of Mathematics》 CSCD 2003年第4期358-363,共6页
Let Γm,n^* denote all m × n strongly connected bipartite tournaments and a(m, n) the maximal integer k such that every m × n bipartite tournament contains at least a k × k transitive bipartite subtour... Let Γm,n^* denote all m × n strongly connected bipartite tournaments and a(m, n) the maximal integer k such that every m × n bipartite tournament contains at least a k × k transitive bipartite subtournament. Let t ( m, n, k, l ) = max{t( Tm,n,k, l ) : Tm,n∈Γm,n^*}, where t ( Tm,n, k, l ) is the number of k × l(k≥2,l≥2) transitive bipartite subtournaments contained in Tm,n∈Γm,n^*. We obtain a method of graph theory for solving some integral programmings, investigate the upper bounds of a(m,n) and obtain t (m,n, k,l). 展开更多
关键词 reverse arc TRANSITIVE bipartite tournament ENUMERATION
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ARC 1-ANTIDIRECTED CYCLES IN TOURNAMENTS
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作者 宋增民 《Journal of Southeast University(English Edition)》 EI CAS 1992年第2期75-84,共10页
Let T=(V,A)be a tournament of order n and T_i,…,T_m be diconnectedcomponents in T.If uv ∈A and P is a directed path of length k-1(k≥3)from u to v,We call P ∪{uv}a 1-antidirected cycle of length k.Let k be an integ... Let T=(V,A)be a tournament of order n and T_i,…,T_m be diconnectedcomponents in T.If uv ∈A and P is a directed path of length k-1(k≥3)from u to v,We call P ∪{uv}a 1-antidirected cycle of length k.Let k be an integer satisfying 3≤k≤n.If every arc e∈A is contained in a 1-antidirected cycle of length k,we will refer toT as arc k 1-antidirected cyclic.If T is arc k 1-antidirected cyclic for k=3,4,…,n,T iscalled arc 1-antidirected pancyclic.In this paper,we prove that T is arc 1-antidirectedpancyclic if and only if T satisfies one of the following conditions:(i)2≤m≤3 and forany T_i,every arc e∈T_i is contained in a Hamilton path in T_i;(ii)m=1,except some spe-cial tournaments which are to be shown. 展开更多
关键词 CYCLE tournament ARC
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A SUFFICIENT CONDITION FOR HAMILTONIAN CYCLES IN BIPARTITE TOURNAMENTS
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作者 Jing Tang Jianzhong Wang Wanpeng Lei 《Analysis in Theory and Applications》 2007年第4期315-324,共10页
In this paper, we present a new sufficient condition on degrees for a bipartite tournament to be Hamiltonian, that is, if an n × n bipartite tournament T satisfies the condition W(n - 3), then T is Hamiltonian,... In this paper, we present a new sufficient condition on degrees for a bipartite tournament to be Hamiltonian, that is, if an n × n bipartite tournament T satisfies the condition W(n - 3), then T is Hamiltonian, except for four exceptional graphs. This result is shown to be best possible in a sense. 展开更多
关键词 Bipartite tournament Hamiltonian cycles strong tournament
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An Efficient Simulated Annealing Approach to the Travelling Tournament Problem
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作者 Sevnaz Nourollahi Kourosh Eshghi Hooshmand Shokri Razaghi 《American Journal of Operations Research》 2012年第3期391-398,共8页
Scheduling sports leagues has drawn significant attention to itself in recent years, as it involves considerable revenue as well as challenging combinatorial optimization problems. A particular class of these problems... Scheduling sports leagues has drawn significant attention to itself in recent years, as it involves considerable revenue as well as challenging combinatorial optimization problems. A particular class of these problems is the Traveling Tournament Problem (TTP) which focuses on minimizing the total traveling distance for teams. In this paper, an efficient simulated annealing approach is presented for TTP which applies two simultaneous and disparate models for the problem in order to search the solutions space more effectively. Also, a computationally efficient modified greedy scheme is proposed for constructing a favorable initial solution for the simulated annealing algorithm. Our computational experiments, carried out on standard instances, demonstrate that this approach competes with previous offered methods in quality of found solutions and their computational time. 展开更多
关键词 TRAVELLING tournament PROBLEM SIMULATED ANNEALING Graph COLORING Combinatorial Optimization
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SPECULATION ON DEVELOPING TOUR RESOURCES OF THE TOURNAMENT ATHLETICS IN HARBIN CITY
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作者 MENG Li-li (Politics and Law Department,Mudanjiang Normal University, Mudanjiang 157012 , P. R. China) 《Chinese Geographical Science》 SCIE CSCD 2003年第2期190-192,共3页
The exploitation and utilization of the tour resources of tournament athletics, including skiling, boat sailing, archery, ice engraving, snow engrav ing, has become a new trend of the development of Chinese tourism. D... The exploitation and utilization of the tour resources of tournament athletics, including skiling, boat sailing, archery, ice engraving, snow engrav ing, has become a new trend of the development of Chinese tourism. Due to the un ique cold climate and superior geographic location,Harbin is a promising city f or developing tour resources of tournament athletics. Based on the analysis of t he superiority and peculiarity of Harbin,the speculation on development of tour resources of tournament athletics in Harbin is proposed as follows:1) Harbin s hould develop its special tour resources of tournament athletics associated with needs of market; 2) Harbin should take the advantages of rich resources and dev elop ice and snow entertainment in winter and travel for sight-seeing and spend ing summer; 3) the adjustment of the layout of ice and snow resources should be based on the idea of taking Harbin as the center and all-side opening at the la rge scale in the way of radiation; 4) tourism should be developed by the combine d efforts of various departments to make feasible plan, and the organizers shoul d pay much attention to ensuring the safety of tourists. 展开更多
关键词 harbin city tour of tournament athletics development and exploitation
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A Framework for Designing and Managing a Best-of-N Sports Tournament
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作者 Jennifer Claire Clarke 《Journal of Sports Science》 2014年第3期123-133,共11页
A framework is provided for analyzing the time and resource requirements for a tournament where matches are played to a best-of-N format, to ensure maximal use of available facilities and a maximal number of competito... A framework is provided for analyzing the time and resource requirements for a tournament where matches are played to a best-of-N format, to ensure maximal use of available facilities and a maximal number of competitors. A baseline of average length of games and number of games played per match is necessary. The analysis informing development of the framework was carried out in the context of the sport of golf croquet. Based on the results of this analysis, golf croquet tournaments should have four best-of-three matches scheduled per court per day to optimize playing time and minimize the need to play matches outside regular playing hours. 展开更多
关键词 tournament management multi-game CROQUET sports.
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Practical Study of the Sports Garbage Pickup Tournament in Japan-Sports Events to Solve Social Problems
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作者 Masamichi Aihara 《Journal of Sports Science》 2019年第2期56-64,共9页
The Sports Garbage Pickup Tournament is a sports event that incorporates elements of competition into cleaning activities,as opposed to traditional cleaning activities.As of the end of December 2016,a total of 552 Spo... The Sports Garbage Pickup Tournament is a sports event that incorporates elements of competition into cleaning activities,as opposed to traditional cleaning activities.As of the end of December 2016,a total of 552 Sports Garbage Pickup Tournaments have been held,mobilizing a cumulative total number of 62,989 people.As each tournament brings a revenue of over 300,000 yen,the total sales so far would be more than 165,000,000 yen.This game was recently reported on the International Olympic Committee channel.The garbage issue,a social problem for local communities,should be solved by residents,visitors,and workers themselves through sports,cooperating with local governments.This is an eco-friendly sport aimed at“solving local social problems through sports.”Sports Garbage Pickup Tournaments can be held anywhere,inside the city or in a natural environment.In addition,the competition allows participants to visually understand the environmental capacity of garbage produced in the community,as the points are weighted according to the types of garbage.The Sports Garbage Pickup Tournament is an educational program for sustainable development with emphasis on experience,pursuit,and practice,and also an action-based program aimed at promoting spontaneous action.This is an optimal competition for participants to acquire skills through mutual communication.As children,adults,and people with disabilities can play together,the competition will promote communication across the generations. 展开更多
关键词 SPORTS GARBAGE PICKUP tournament SPORTS event SPORTS innovation environment social problem
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Tournament网络节点的排序算法
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作者 林馨 《数字技术与应用》 2019年第2期124-125,共2页
在组合网络理论中,常将网络节点抽象为图的节点,借助图来研究网络的性质。本文将Tournament网络抽象为图,并以网络中节点输出的信息量为依据,重点探讨了双向连通Tournament网络节点的排序问题,并给出相应的算法。
关键词 tournament 网络 排序
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Increasing Civics Learning Achievement by Applying Cooperative Learning: Team Game Tournament Method
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作者 Etin Solihatin Ali Ozturk 《Sociology Study》 2014年第11期949-954,共6页
The most important goal in civics education is to ensure that each citizen has a good understanding of ethics and moral behavior, and thus stresses the constant link between knowledge and practice. In this context, to... The most important goal in civics education is to ensure that each citizen has a good understanding of ethics and moral behavior, and thus stresses the constant link between knowledge and practice. In this context, to increase understanding of civics education for being able to create the best generation and condition in the future life, study on this issue is becoming a very crucial manner. In general, methods like discussion and dialogue are used to allow students to express themselves. However, cooperative learning in particular addresses many of the needs and concerns facing by educational systems and Team Game Tournament (TGT) method is one of the preferable methods of cooperative learning. This study was aiming to increase civics learning achievements by using cooperative learning based on TGT method on secondary school students of Jatisari of Indonesia. The action research procedure was also used so as to be able to evaluate the influent, impact, and result of TGT. Accordingly, cooperative learning with TGT method has successfully given positive contribution to increasing student learning civics achievement. 展开更多
关键词 Cooperative learning Team Game tournament (TGT) method civics education
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行业锦标赛激发了企业策略性创新吗 被引量:1
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作者 孙晓华 翟钰 冀浩正 《南开管理评论》 CSSCI 北大核心 2024年第5期186-197,共12页
合理的薪酬契约安排是促进员工努力工作并提高企业绩效的重要手段,企业内部薪酬差距的作用受到广泛关注,但外部薪酬差距及其激励效应并未得到充分重视。本文将锦标赛理论从企业内部拓展到企业外部,从理论上阐释了行业锦标赛激励影响企... 合理的薪酬契约安排是促进员工努力工作并提高企业绩效的重要手段,企业内部薪酬差距的作用受到广泛关注,但外部薪酬差距及其激励效应并未得到充分重视。本文将锦标赛理论从企业内部拓展到企业外部,从理论上阐释了行业锦标赛激励影响企业渐进性创新与突破性创新的差异化机制。本研究基于发明专利被引情况对企业突破性创新加以识别,以中国制造业A股上市公司2008—2018年的面板数据为样本进行了实证检验。研究结果发现:行业锦标赛激励促进了企业的渐进性创新,但抑制了突破性创新,企业存在明显的策略性创新行为;依靠工具变量法解决内生性问题,通过替换变量、延长滞后期限、替换回归方法和增加控制变量,保证了研究结论的稳健性;异质性检验显示,民营与外资企业的策略性创新行为更为突出,国有企业的创新行为则与行业锦标赛激励无关,高科技企业的突破性创新也不会受到行业锦标赛激励的影响;机制检验表明,行业锦标赛激励通过提升企业短期投资占比和降低企业风险容忍程度作用于企业策略性创新行为。本文不仅为解释企业“创新假象”和“专利泡沫”困境提供了一个新视角,而且对于通过优化薪酬契约安排培育高质量技术创新具有启示意义。 展开更多
关键词 行业锦标赛 外部薪酬差距 渐进性创新 突破性创新
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考虑心理倾向的大型水资源配置工程交易过程锦标激励
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作者 王卓甫 韩涵 +1 位作者 丁继勇 徐洪军 《系统管理学报》 CSSCI CSCD 北大核心 2024年第5期1261-1269,共9页
大型水资源配置工程特点是呈线状分布,项目法人一般组织多个工程承包方平行实施,即与多个承包方同时交易。在委托代理理论视阈下,这属于“一对多”的委托代理关系,即项目法人要同时面临源自多个代理人/承包方的道德风险。构建了考虑心... 大型水资源配置工程特点是呈线状分布,项目法人一般组织多个工程承包方平行实施,即与多个承包方同时交易。在委托代理理论视阈下,这属于“一对多”的委托代理关系,即项目法人要同时面临源自多个代理人/承包方的道德风险。构建了考虑心理倾向的锦标激励模型,通过经典激励模型的求解,分析锦标激励差额及心理倾向对多承包方最优努力水平的影响。研究发现,承包方在质量、进度和施工安全上的最优努力水平随着锦标激励差额的增加而增加,随着承包方努力成本系数的增加而减少;承包方在这3个目标上的最优努力程度随着同情心理倾向系数的增加而减小,随着嫉妒心理偏好系数的增加而增加。因此,正确识别多承包方的心理倾向程度,并制定恰当的锦标激励机制,对提高大型水资源配置工程的建设绩效具有重要意义。 展开更多
关键词 项目管理 水资源配置工程 锦标激励 心理倾向
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行业锦标赛激励如何影响企业高质量发展——基于高管机会主义行为视角
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作者 姜洋 王鑫宇 《商业经济》 2024年第10期107-111,共5页
行业劳动力市场的锦标赛激励会改变高管的心理特质和决策行为,进而影响企业发展质量。本研究以沪深A股上市公司为研究对象,基于高管机会主义行为视角,以真实盈余管理和投融资期限错配为中介变量,考察行业锦标赛激励影响企业高质量发展... 行业劳动力市场的锦标赛激励会改变高管的心理特质和决策行为,进而影响企业发展质量。本研究以沪深A股上市公司为研究对象,基于高管机会主义行为视角,以真实盈余管理和投融资期限错配为中介变量,考察行业锦标赛激励影响企业高质量发展的内在机制。基于有效企业样本的调查数据,运用多元回归方法进行实证分析和稳健分析。研究发现:行业锦标赛激励抑制企业高质量发展,真实盈余管理和投融资期限错配在此影响过程中发挥中介作用。 展开更多
关键词 行业锦标赛激励 企业高质量发展 真实盈余管理 投融资期限错配
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国外极限飞盘比赛研究现状分析 被引量:2
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作者 白振涛 《山东体育科技》 2024年第1期49-52,共4页
运用文献资料法、逻辑分析法,以Web of science核心合集数据库以及Google Scholar收录的26篇极限飞盘比赛相关的文献为研究对象,梳理国外有关极限飞盘比赛的研究。研究发现,国外极限飞盘在研究内容上主要集中在极限飞盘项目特征及运动... 运用文献资料法、逻辑分析法,以Web of science核心合集数据库以及Google Scholar收录的26篇极限飞盘比赛相关的文献为研究对象,梳理国外有关极限飞盘比赛的研究。研究发现,国外极限飞盘在研究内容上主要集中在极限飞盘项目特征及运动员体能、极限飞盘运动员损伤、极限飞盘比赛技术统计、极限飞盘技术动作运动生物力学分析等方面。认为极限飞盘比赛要求运动员具备得分时的无氧爆发力以及在攻防过程中的有氧持续能力,是一项技战术复杂多变,对运动员体能和心智、团队协作能力要求较高的项目;在比赛过程中的运动损伤主要是运动员之间直接接触造成的,最常见的身体损伤部位为下肢;比赛球员数据统计、球队数据统计已是国外极限飞盘研究的重点;采用运动生物力学分析极限飞盘比赛时的技术动作能帮助队伍在比赛中获利。 展开更多
关键词 极限飞盘 运动损伤 技术动作 飞盘比赛
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“问责接受区”:基层回避政策加码的一种解释——基于湖北省C镇乡村振兴衔接专项资金使用的案例分析 被引量:2
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作者 黄振华 张海超 《求实》 CSSCI 北大核心 2024年第2期32-42,M0004,共12页
政策加码现象始终难以根除,回避政策加码现象也普遍存在。基于体制结构、问责制度及行动者差异的整体性分析框架,考察湖北省武汉市C镇回避政策加码行为,发现基层回避政策加码行为源于晋升锦标赛下不确定性竞争事项强激励生产的动力机制... 政策加码现象始终难以根除,回避政策加码现象也普遍存在。基于体制结构、问责制度及行动者差异的整体性分析框架,考察湖北省武汉市C镇回避政策加码行为,发现基层回避政策加码行为源于晋升锦标赛下不确定性竞争事项强激励生产的动力机制、非正式制度弱化正式问责刚性约束的强化机制及积极官员助推“问责接受区”所形成的实现机制的综合作用。上述3项机制催生基层回避政策加码行为的内在逻辑在于,积极应对的基层官员围绕回避政策加码在体制结构、问责制度下创造了预期收益为正的区间,即“问责接受区”。“问责接受区”能为基层官员回避政策加码等冒险性政策执行行为提供普适性解释。 展开更多
关键词 回避政策加码 问责接受区 体制结构 问责制度 行动者 晋升锦标赛 积极官员
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现代五人制足球技战术特点分析——基于2024中国足球协会五人制足球国际邀请赛数据
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作者 刘润松 覃海林 +3 位作者 孙耀然 李久全 曾丹 夏青 《体育科技文献通报》 2024年第10期23-27,共5页
本文采用文献资料法、数理统计法、对比分析法等研究方法,对2024中国足球协会五人制足球国际邀请赛4支队伍6场比赛中展现出的技战术特点进行分析。结果显示:平均进球最多的时段出现在35~40 min和11~15 min;比赛进球最多的区域出现在禁... 本文采用文献资料法、数理统计法、对比分析法等研究方法,对2024中国足球协会五人制足球国际邀请赛4支队伍6场比赛中展现出的技战术特点进行分析。结果显示:平均进球最多的时段出现在35~40 min和11~15 min;比赛进球最多的区域出现在禁区附近;捷克队和斯洛伐克队传球数量和质量表现最好;芬兰队和斯洛伐克队进球最多,射门转化率最高;进攻组织形式以运动战为主,定位球占比也较大;在进攻阵型沿用了五人制足球“1-2-1”和“2-2”2种基本阵型;防守时解围、拦截、扑救是出现最多的防守类型,除中国队外,3支队伍抢断和拦截球能力较强,防守的强度和积极性更高;防守阵型以菱形站位的“1-2-1”阵型为基本防守阵型,全场区域紧逼和区域联防相结合。建议:根据场上球员状态及时进行阵容轮换和战术调整;增强锋线进攻攻击性;提高进攻与防守阵型的轮转变换流畅性和灵活性;提高防守技术运用成功率,增强防守的积极性、准确性、针对性和整体性。 展开更多
关键词 五人制足球 国际邀请赛 技战术
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循环赛赛程安排及赛程结果预测
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作者 吴咏君 陈寅 《计算机与数字工程》 2024年第10期3172-3178,共7页
循环赛(round-robin tournaments)是一种常见的比赛赛制。论文的主要工作是研究循环赛的最优赛程安排和结果预测。对于最优赛程安排,论文实现了一个基于可满足性模理论(Satisfiability Modulo Theories,SMT)的求解算法,可以设置各种约... 循环赛(round-robin tournaments)是一种常见的比赛赛制。论文的主要工作是研究循环赛的最优赛程安排和结果预测。对于最优赛程安排,论文实现了一个基于可满足性模理论(Satisfiability Modulo Theories,SMT)的求解算法,可以设置各种约束条件并方便随时进行更新和修改。对于结果预测,论文在一个最新的固定参数算法(fixed-parameter algorithm,FPT)基础上进行了改进,并实现了一个近似算法。实验结果表明,表明该算法可以较高的准确度以及较短的求解时间来得出结果。 展开更多
关键词 赛程安排 结果预测 循环赛 可满足性模理论
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基于高斯-柯西混合变异的多目标粒子群算法
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作者 舒一鸣 戴毅茹 《计算机与数字工程》 2024年第6期1593-1597,1603,共6页
针对MOPSO优化算法在解决复杂的多目标优化问题上收敛表现差,搜索全局能力不足与易于陷入局部最优的缺陷,提出了一种基于高斯-柯西混合变异的多目标粒子群算法(GC-MOPSO)。该算法使用一种混合高斯变异与柯西变异的变异扰动机制来提升粒... 针对MOPSO优化算法在解决复杂的多目标优化问题上收敛表现差,搜索全局能力不足与易于陷入局部最优的缺陷,提出了一种基于高斯-柯西混合变异的多目标粒子群算法(GC-MOPSO)。该算法使用一种混合高斯变异与柯西变异的变异扰动机制来提升粒子在局部与全局的搜索能力,在外部档案中采用锦标赛选择机制选取全局最优个体的策略来增加种群的多样性。通过与六项其他算法在反世代距离(IGD)上进行比较,验证了该算法的优势。 展开更多
关键词 多目标优化 粒子群优化算法 高斯-柯西变异 锦标赛选择
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