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给定限界的势结构生成算法 被引量:2

Cardinality Structure Generating Algorithm with Given Bound
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摘要 在联盟结构生成过程中,同势的2个联盟通常具有相同值或相似值。在同势同值情况下建立不同联盟的限界时,必须搜索势结构图的最底两层。研究最优势结构生成问题,提出一种给定限界的势结构生成算法,确定需要进一步搜索的势结构。分析结果表明,搜索势结构图的最底两层和顶层后,通过搜索势结构集合,可以得到符合要求的限界。与其他势结构生成算法相比,该算法需要搜索的势结构数最少。 During the generating process of coalition structure, two coalitions with same cardinality always have same value or similitude value. It is necessary to search the lowest two levels of the cardinality structure graph while establishing a bound of different coalition with same cardinality and same value. This paper researches the problem about best cardinality structure generating, proposes an algorithm for cardinality structure generating with bound and ascertains cardinatity structures need to be further searched. Analysis results show that the required bound can be achieved by searching the cardinality structure set after searching the lowest two levels and the top level of the cardinality structure graph. The number of cardinality structures for searching of this algorithm is minimal comparing with other algorithms for cardinality structure generating.
出处 《计算机工程》 CAS CSCD 北大核心 2009年第21期186-188,191,共4页 Computer Engineering
基金 国家自然科学基金资助项目(60573076)
关键词 多AGENT 势结构 联盟组合 限界 multi-Agent cardinality structure coalition combination bound
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参考文献5

  • 1Sarvapali T R, Ramchurn D. Near-optimal Anytime Coalition Structure Generation[C]//Proc. of the 20th International Joint Conference on Artificial Intelligence. Hyderabad, India: [s. n.], 2007: 2365-2371.
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  • 3胡山立,石纯一.给定限界要求的联盟结构生成[J].计算机学报,2001,24(11):1185-1190. 被引量:18
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  • 5Su Shexiong, Hu Shanli, Zheng Shengfu, et al. Coalition Structure Generation with Given Required Bound Based on Cardinality Structure[C]//Proceedings of the 6th International Conference on Machine Learning and Cybernetics. Hong Kong, China: [s. n.], 2007: 2505-2510.

二级参考文献1

共引文献17

同被引文献16

  • 1苏射雄,胡山立,林超峰,郑盛福.基于局部最优的联盟结构生成算法[J].计算机研究与发展,2007,44(2):277-281. 被引量:16
  • 2Sandholm T W, Larson K, Andersson M, et al. Coalition Structure Generation with Worst Case Guarantees[J]. Artificial Intelligence, 1999, 111(1/2): 209-238.
  • 3Rahwan T, Ramchurn S D, Jennings N R. An Anytime Algorithm for Optimal Coalition Structure Generation[J]. Journal of Artificial Intelligence Research, 2009, 34(1 ): 521-567.
  • 4Liu Jinglei, Zhang Zhenrong, Zhang Wei. Optimal Coalition Structure Generation Algorithm with Branch and Bound Technique[C]//Proceedings of 2009 Chinese Conference on Pattern Recognition. Nanjing, China:[s. n.], 2009.
  • 5Sandholm T W, Larson K, Andersson M, et al. Coalition structure generation with worst case guarantees [J]. Artificial Intelligence, 1999, 111(1[2) : 209-238.
  • 6Dang V D, Jennings N R. Generating coalition structures with finite bound from the optimal guarantees [C] //Proc of the 3rd Int Joint Conf on Autonomous Agents and Multi- agent Systems (AAMAS2004). New York: ACM, 2004: 564-571.
  • 7Su Shexiong, Hu Shanli, Shi Chunyi. Coalition structure generation with worst case guarantees based on cardinality structure [C] //Proc of the 6th Int Joint Conf on Autonomous Agents and Multiagent System. Los Alamitos, CA: IEEE Computer Society, 2007:1182-1184.
  • 8Hu Shanli, Shi Chunyi, Li Shaofang. An algorithm of coalition structure generation with given required bound based on cardinality structure [C] //Proc of the 1st Int Workshop on ISA2009. Piscataway, NJ: IEEE, 2009: 1035- 1039.
  • 9Rahwan T, Ramehurn S D, Dang V D, et al. Near-optimal anytime coalition structure generation [C] //Proc of the 20th Int Joint Conf on Artificial Intelligence. Menlo Park, CA: AAAI, 2007: 2365-2371.
  • 10Rahwan T, Ramchurn S D, Giovannueci A, et al. An anytime algorithm for optimal coalition structure generation [J]. Journal of Artificial Intelligence Research (JAIR), 2009, 34(1): 521-567.

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