读书笔记 | 网络科学 Ch2: Graph Theory 王涵之 【2022新书】深度学习的数学工程,The Mathematical Engineering of Deep Learning 这本书提供了深度学习的数学工程的一个完整和简明的概述。除了概述深度学习的基础之外,本课程还包括卷积神经网络、循环神经网络、transformers、生成对抗网络、强化学习和多种技巧。重点是…...
这本本科教材提供了图论的介绍,图论在科学和技术建模问题中有大量的应用,已经成为世界各地大学计算机科学、计算机科学与工程以及数学课程的重要组成部分。 作者采用了一种条理清晰、易于理解的方法。本文首先从图论的历史背景、动机和应用入手,阐述了图论的基本术语。在此...
【经典书】基本图论,Basic Graph Theory 这本本科教材提供了图论的介绍,图论在科学和技术建模问题中有大量的应用,已经成为世界各地大学计算机科学、计算机科学与工程以及数学课程的重要组成部分。 作者采用了一种条理清晰、易于理解的方法。本文首先从图论的历史背景、动机和应用入手,阐述了图论的基本术语。在此基础上,作...
This undergraduate textbook provides an introduction to graph theory, which has numerous applications in modeling problems in science and technology, and has become a vital component to computer science, computer science and engineering, and mathematics curricula of universities all over the world. The ...
The emphasis clearly is on paths and circuits; indeed, with conjectures and open problems numbering nearly ninety, this chapter can be considered a survey of this area of graph theory. Nonetheless, the chapter is sufficiently comprehensive that it can also serve as an introduction to graph theory...
Graph Algorithms is a most interesting portion of algorithm design at now. This is actually a category named Graph Theory. Graph theory is the study ofgraphs, mathematical structures used to model pair wise relations between objects from a certain collection. A "graph" in this context refers to...
Graph Theory - Basic Properties - In graph theory, the basic properties of a graph help us understand its structure and behaviour. These properties provide details of how vertices and edges are related, which can be used to solve practical problems in co
Graph theory began in 1736 when Leonhard Euler (1707–1783) solved the wellknown Königsberg bridge problem [Eul36]. This problem asked for a circular walk through the town of Königsberg (now Kaliningrad) in such a way as to cross over each of the seven bridges spanning the river ...
GRAPH theoryGRAPH coloringGRAPH algorithmsCOMPUTATIONAL mathematicsDiscrete mathematics covers the field of graph theory, which solves various problems in graphs using algorithms, such as coloring graphs. Part of graph theory is focused on algorithms that solve the passage through mazes and labyrinths. ...
mathematics Article Application of Basic Graph Theory in Autonomous Motion of Robots Petr Coufal 1,* , Šteˇpán Hubálovský 1 and Marie Hubálovská 2 1 Faculty of Science, University of Hradec Kralove, Rokitanskeho 62, 50003 Hradec Kralove, Czech Republic; stepan.hubalovsky@uhk.cz 2 ...