Handbook of Graph Drawing and Visualization (Discrete Mathematics and Its Applications)
暫譯: 圖形繪製與可視化手冊(離散數學及其應用)
- 出版商: Chapman and Hall/CRC
- 出版日期: 2016-10-19
- 售價: $2,830
- 貴賓價: 9.5 折 $2,689
- 語言: 英文
- 頁數: 862
- 裝訂: Paperback
- ISBN: 113803424X
- ISBN-13: 9781138034242
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商品描述
Get an In-Depth Understanding of Graph Drawing Techniques, Algorithms, Software, and Applications
The Handbook of Graph Drawing and Visualization provides a broad, up-to-date survey of the field of graph drawing. It covers topological and geometric foundations, algorithms, software systems, and visualization applications in business, education, science, and engineering. Each chapter is self-contained and includes extensive references.
The first several chapters of the book deal with fundamental topological and geometric concepts and techniques used in graph drawing, such as planarity testing and embedding, crossings and planarization, symmetric drawings, and proximity drawings. The following chapters present a large collection of algorithms for constructing drawings of graphs, including tree, planar straight-line, planar orthogonal and polyline, spine and radial, circular, rectangular, hierarchical, and three-dimensional drawings as well as labeling algorithms, simultaneous embeddings, and force-directed methods. The book then introduces the GraphML language for representing graphs and their drawings and describes three software systems for constructing drawings of graphs: OGDF, GDToolkit, and PIGALE. The final chapters illustrate the use of graph drawing methods in visualization applications for biological networks, computer security, data analytics, education, computer networks, and social networks.
Edited by a pioneer in graph drawing and with contributions from leaders in the graph drawing research community, this handbook shows how graph drawing and visualization can be applied in the physical, life, and social sciences. Whether you are a mathematics researcher, IT practitioner, or software developer, the book will help you understand graph drawing methods and graph visualization systems, use graph drawing techniques in your research, and incorporate graph drawing solutions in your products.
商品描述(中文翻譯)
《圖形繪製與視覺化手冊》提供了圖形繪製領域的廣泛且最新的調查。它涵蓋了拓撲和幾何基礎、演算法、軟體系統以及在商業、教育、科學和工程中的視覺化應用。每一章都是獨立的,並包含廣泛的參考文獻。
本書的前幾章處理圖形繪製中使用的基本拓撲和幾何概念及技術,例如平面性測試和嵌入、交叉和平面化、對稱繪圖和鄰近繪圖。接下來的章節展示了一大批用於構建圖形繪製的演算法,包括樹形、平面直線、平面正交和折線、脊線和放射狀、圓形、矩形、層次型和三維繪圖,以及標籤演算法、同時嵌入和基於力的繪製方法。然後,本書介紹了用於表示圖形及其繪製的 GraphML 語言,並描述了三個用於構建圖形繪製的軟體系統:OGDF、GDToolkit 和 PIGALE。最後幾章說明了圖形繪製方法在生物網絡、計算機安全、數據分析、教育、計算機網絡和社交網絡等視覺化應用中的使用。
本手冊由圖形繪製的先驅編輯,並由圖形繪製研究社群的領導者貢獻,展示了圖形繪製和視覺化如何應用於物理、生命和社會科學。無論您是數學研究人員、IT 從業者還是軟體開發人員,本書將幫助您理解圖形繪製方法和圖形視覺化系統,在您的研究中使用圖形繪製技術,並將圖形繪製解決方案納入您的產品中。