
Steiner Tree Problems in Computer Communication Networks.
Title:
Steiner Tree Problems in Computer Communication Networks.
Author:
Du, Dingzhu.
ISBN:
9789812791450
Personal Author:
Physical Description:
1 online resource (376 pages)
Contents:
Contents -- Preface -- Part I. Fundamentals of Classical Steiner Tree Problem -- 1. Minimax Approach and Steiner Ratio -- 1.1 Minimax Approach -- 1.1.1 Chebyshev Theorem -- 1.1.2 Du-Hwang Theorem -- 1.1.3 Geometric Inequalities -- 1.1.4 Analysis of Approximation Performance -- 1.2 Steiner Ratio in the Euclidean Plane -- 1.2.1 Equivalent Minimax Problem -- 1.2.2 Characteristic Area -- 1.2.3 Inner Spanning Trees -- 1.2.4 Critical Structure -- 1.2.5 Hexagonal Trees -- 1.3 Steiner Ratios in Other Metric Spaces -- 1.3.1 Steiner Ratios in Euclidean Spaces -- 1.3.2 Steiner Ratio in Rectilinear Spaces -- 1.3.3 Steiner Ratio in Banach Spaces -- 1.4 Discussions -- 2. k-Steiner Ratios and Better Approximation Algorithms -- 2.1 k-Steiner Ratio -- 2.1.1 Upper Bound for k-Steiner Ratio -- 2.1.2 Lower Bound for k-Steiner Ratio -- 2.2 Approximations Better Than Minimum Spanning Tree -- 2.2.1 Greedy Strategy -- 2.2.2 Variable Metric Method -- 2.2.3 Relative Greedy Strategy -- 2.2.4 Preprocessing Technique -- 2.2.5 Loss-Contracting Algorithm -- 2.3 Discussions -- 3. Geometric Partitions and Polynomial Time Approximation Schemes -- 3.1 Guillotine Cut for Rectangular Partition -- 3.1.1 1-Guillotine Cut -- 3.1.2 m-Guillotine Cut -- 3.1.3 Guillotine Cut for Rectilinear Steiner Minimum Tree -- 3.2 Portals -- 3.2.1 Portals for Rectilinear Steiner Minimum Tree -- 3.2.2 Portals versus Guillotine Cuts -- 3.2.3 Portals Integrated with Guillotine Cuts -- 3.2.4 Two-Stage Portals -- 3.3 Banyan and Spanner -- 3.4 Discussions -- 4. Grade of Service Steiner Tree Problem -- 4.1 GoSST Problem in the Euclidean Plane -- 4.1.1 Recursive Approximation Algorithm -- 4.1.2 Branch-and-Bound Algorithm -- 4.2 Minimum GoSST Problem in Graphs -- 4.2.1 -Convex -Approximation Steiner Tree Algorithms -- 4.2.2 Algorithm for Two Non-Zero Rates -- 4.2.3 Algorithm for Arbitrary Number of Rates.
4.3 Discussions -- 5. Steiner Tree Problem for Minimal Steiner Points -- 5.1 In the Euclidean Plane -- 5.1.1 Complexity Study -- 5.1.2 Steinerized Minimum Spanning Tree Algorithm -- 5.1.3 Greedy Algorithm -- 5.1.4 Polynomial Time Approximation Scheme -- 5.1.4.1 Partition Strategy -- 5.1.4.2 Approximation Scheme -- 5.1.4.3 Exact Algorithm -- 5.1.4.4 Connecting Local Forests and Boundary Points -- 5.2 In the Rectilinear Plane -- 5.2.1 Steinerized Minimum Spanning Tree Algorithm -- 5.2.2 Greedy Algorithm -- 5.3 In Metric Spaces -- 5.4 Discussions -- 6. Bottleneck Steiner Tree Problem -- 6.1 Complexity Study -- 6.2 Steinerized Minimum Spanning Tree Algorithm -- 6.3 3-Restricted Steiner Tree Algorithm -- 6.4 Discussions -- 7. Steiner k-Tree and k-Path Routing Problems -- 7.1 Problem Formulation and Complexity Study -- 7.1.1 Problem Formulation -- 7.1.2 Complexity Study -- 7.2 Algorithms for k-Path Routing Problem -- 7.2.1 Steiner Tree Based Algorithm -- 7.2.2 Set Cover Based Algorithm -- 7.3 Algorithms for k-Tree Routing Problem -- 7.3.1 Hamilton Circuit Based Algorithm -- 7.3.2 Steiner Tree Based Algorithm -- 7.4 Discussions -- 8. Steiner Tree Coloring Problem -- 8.1 Maximum Tree Coloring -- 8.1.1 Problem Formulation -- 8.1.2 Inapproximability Analysis -- 8.1.3 Approximation Algorithms -- 8.1.3.1 For General Graphs -- 8.1.3.2 For Special Graphs -- 8.2 Minimum Tree Coloring -- 8.2.1 Problem Formulation -- 8.2.2 Inapproximability Analysis -- 8.2.3 Approximation Algorithms -- 8.2.3.1 For General Graphs -- 8.2.3.2 For Special graphs -- 8.3 Discussions -- 9. Steiner Tree Scheduling Problem -- 9.1 Minimum Aggregation Time -- 9.1.1 Problem Formulation -- 9.1.2 Complexity Analysis -- 9.1.3 Greedy Algorithms -- 9.1.3.1 Basic Algorithm -- 9.1.3.2 Algorithms for Special Cases -- 9.1.4 Partition Algorithm -- 9.1.4.1 Aggregation Tree Construction.
9.1.4.2 Aggregation Time Schedule -- 9.1.5 Performance Analysis of Algorithm -- 9.2 Minimum Multicast Time Problem -- 9.2.1 Problem Formulation -- 9.2.2 Complexity Study -- 9.2.3 Approximation Algorithm -- 9.2.4 Performance Analysis of Algorithm -- 9.3 Discussions -- 9.3.1 Convergecast -- 9.3.2 Multicast -- 9.3.3 Convergecast and Multicast -- 10. Survivable Steiner Network Problem -- 10.1 Minimum k-Connected Steiner Networks -- 10.1.1 Minimum Strong k-Connected Steiner Networks -- 10.1.2 Minimum Weak k-Connected Steiner Networks -- 10.2 Minimum Weak Two-Connected Steiner Networks -- 10.2.1 Complexity Study -- 10.2.2 Generalized Steiner Ratio -- 10.2.3 In the Rectilinear Plane -- 10.3 Minimum Weak Three-Edge-Connected Steiner Networks -- 10.3.1 In the Euclidean Plane -- 10.3.2 In the Rectilinear Plane -- 10.4 Discussions -- 10.4.1 Minimally k-Edge Connected Networks -- 10.4.2 Minimum k-Edge Connected Spanning Networks -- 10.4.3 Minimum k-Vertex Connected Spanning Networks -- 10.4.4 Minimum Spanning Network of Nonuniform Connectivity -- Appendix A More Steiner Tree Related Problems -- Bibliography -- Index.
Abstract:
The Steiner tree problem is one of the most important combinatorial optimization problems. It has a long history that can be traced back to the famous mathematician Fermat (1601-1665). This book studies three significant breakthroughs on the Steiner tree problem that were achieved in the 1990s, and some important applications of Steiner tree problems in computer communication networks researched in the past fifteen years. It not only covers some of the most recent developments in Steiner tree problems, but also discusses various combinatorial optimization methods, thus providing a balance between theory and practice. Sample Chapter(s). Chapter 1: Minimax Approach and Steiner Ratio (372 KB). Contents: Minimax Approach and Steiner Ratio; k -Steiner Ratios and Better Approximation Algorithms; Geometric Partitions and Polynomial Time Approximation Schemes; Grade of Service Steiner Tree Problem; Steiner Tree Problem for Minimal Steiner Points; Bottleneck Steiner Tree Problem; Steiner k -Tree and k -Path Routing Problems; Steiner Tree Coloring Problem; Steiner Tree Scheduling Problem; Survivable Steiner Network Problem. Readership: Researchers and graduate students of computer science and engineering as well as operations research.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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