by Maarten van Steen (Author) ============================= This book aims to explain the basics of graph theory that are needed at an introductory level for students in computer or information sciences. To motivate students and to show that even these basic notions can be extremely useful, the book also aims to provide an introduction to the modern field of network science. Mathematics is often unnecessarily difficult for students, at times even intimidating. For this reason, explicit attention is paid in the first chapters to mathematical notations and proof techniques, emphasizing that the notations form the biggest obstacle, not the mathematical concepts themselves. This approach allows to gradually prepare students for using tools that are necessary to put graph theory to work: complex networks. In the second part of the book the student learns about random networks, small worlds, the structure of the Internet and the Web, peer-to-peer systems, and social networks. Again, everything is discussed at an elementary level, but such that in the end students indeed have the feeling that they: 1.Have learned how to read and understand the basic mathematics related to graph theory.
2019-12-21 19:41:12 5.73MB 图论 随机图 复杂网络
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基于Python2.7实现的LeaderRank复杂网络节点排序算法,算法输出排序后每个节点的重要性值 参考论文:2011-Leaders in Social Networks, the Delicious
2019-12-21 19:40:36 1KB Python LeaderRank
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复杂网络中基本网络模型的matlab实现,包括随机图模型、SW模型、NW模型、BA模型以及度分布、集聚系数、最短路径的计算。
2019-12-21 19:39:54 10KB 复杂网络 模型 matlab
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电网数据Gephi数据集涵盖美洲大部分电网数据,可以直接导入运行
2019-12-21 19:37:48 45KB 复杂网络 软件网络 数据集
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复杂网络理论及其应用.pdf ........................................................................
2019-12-21 19:34:40 17.39MB 复杂网络
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非常详细、准确的代码,复杂网络中建立无标度网络的matlab及C++代码
2019-12-21 19:34:17 18KB 复杂网络 无标度网络 matlab C++
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邻接表、邻接矩阵转换 、平均路径、聚类系数、平均度、度分布等
2019-12-21 19:33:43 102KB 邻接表、邻接
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Infomap算法源码 一种高效的发现非重叠社区发现算法 输出必须是存放在dist/文件夹里面,而且如果该文件夹没有创建出来,程序将出错。 输入文件可以为各种文本格式.dat等,默认为无向网络 参考文献:Maps of random walks on complex networks reveal community structure
2019-12-21 19:31:19 117KB Infomap 复杂网络 社会网络 社区发现
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复杂网络可视化分析工具,可分析多个网络重要参数
2019-12-21 19:28:06 1.22MB 软件
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复杂网络演化博弈理论研究综述!
2019-12-21 19:28:04 1.43MB 复杂网络
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