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Spanning Trees and Optimization Problems: Discrete Mathematics and Its Applications

Autor Bang Ye Wu, Kun-Mao Chao
en Limba Engleză Hardback – 27 ian 2004
The design of approximation algorithms for spanning tree problems has become an exciting and important area of theoretical computer science and also plays a significant role in emerging fields such as biological sequence alignments and evolutionary tree construction. While work in this field remains quite active, the time has come to collect under one cover spanning tree properties, classical results, and recent research developments.

Spanning Trees and Optimization Problems offers the first complete treatment of spanning tree algorithms, from their role in classical computer science to their most modern applications. The authors first explain the general properties of spanning trees, then focus on three main categories: minimum spanning trees, shortest-paths trees, and minimum routing cost spanning trees. Along with the theoretical descriptions of the methods, numerous examples and applications illustrate the concepts in practice. The final chapter explores several other interesting spanning trees, including maximum leaf spanning trees, minimum diameter spanning trees, Steiner trees, and evolutionary trees.

With logical organization, well chosen topics, and easy to understand pseudocode, the authors provide not only a full, rigorous treatment of theory and applications, but also an excellent handbook for spanning tree algorithms. This book will be a welcome addition to your reference shelf whether your interests lie in graph and approximation algorithms for theoretical work or you use graph techniques to solve practical problems
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Specificații

ISBN-13: 9781584884361
ISBN-10: 1584884363
Pagini: 200
Ilustrații: 67 b/w images, 1 table and 100 equations
Dimensiuni: 156 x 234 x 17 mm
Greutate: 0.42 kg
Ediția:New.
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Discrete Mathematics and Its Applications


Public țintă

Professional

Cuprins

Introduction. Minimum Spanning Trees. Shortest-Paths Trees. Minimum Routing Cost Spanning Trees. Optimal Communication Spanning Trees. Balancing the Tree Costs. Steiner Trees and Some Other Problems.

Recenzii

"… will supplement nicely undergraduate courses in discrete mathematics and graph theory … Summing Up: … Recommended for upper-division undergraduates through faculty."
- CHOICE, November 2004, Vol. 42, No. 3

Descriere

Spanning trees play an important role in the design of efficient routing algorithms and help solve computationally hard problems like the Steiner tree and the traveling salesperson problem. This is one of the most important concepts used in graph theory, as it forms the foundation of many theoretical results in practical fields like scheduling, clustering, data mining, and many others. Spanning Trees and Optimization Problems is the first book published on the use and applications associated with the modern study of spanning trees. It covers properties of spanning trees first, followed by the three categories of spanning trees: minimum spanning trees, shortest-paths trees, and minimum routing cost spanning trees.