Path Problems in Networks

Path Problems in Networks
Title Path Problems in Networks PDF eBook
Author John Baras
Publisher Springer Nature
Pages 65
Release 2022-06-01
Genre Computers
ISBN 3031799836

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The algebraic path problem is a generalization of the shortest path problem in graphs. Various instances of this abstract problem have appeared in the literature, and similar solutions have been independently discovered and rediscovered. The repeated appearance of a problem is evidence of its relevance. This book aims to help current and future researchers add this powerful tool to their arsenal, so that they can easily identify and use it in their own work. Path problems in networks can be conceptually divided into two parts: A distillation of the extensive theory behind the algebraic path problem, and an exposition of a broad range of applications. First of all, the shortest path problem is presented so as to fix terminology and concepts: existence and uniqueness of solutions, robustness to parameter changes, and centralized and distributed computation algorithms. Then, these concepts are generalized to the algebraic context of semirings. Methods for creating new semirings, useful for modeling new problems, are provided. A large part of the book is then devoted to numerous applications of the algebraic path problem, ranging from mobile network routing to BGP routing to social networks. These applications show what kind of problems can be modeled as algebraic path problems; they also serve as examples on how to go about modeling new problems. This monograph will be useful to network researchers, engineers, and graduate students. It can be used either as an introduction to the topic, or as a quick reference to the theoretical facts, algorithms, and application examples. The theoretical background assumed for the reader is that of a graduate or advanced undergraduate student in computer science or engineering. Some familiarity with algebra and algorithms is helpful, but not necessary. Algebra, in particular, is used as a convenient and concise language to describe problems that are essentially combinatorial. Table of Contents: Classical Shortest Path / The Algebraic Path Problem / Properties and Computation of Solutions / Applications / Related Areas / List of Semirings and Applications

Path Problems in Networks

Path Problems in Networks
Title Path Problems in Networks PDF eBook
Author John Baras
Publisher Morgan & Claypool Publishers
Pages 77
Release 2010-04-04
Genre Technology & Engineering
ISBN 1598299247

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The algebraic path problem is a generalization of the shortest path problem in graphs. Various instances of this abstract problem have appeared in the literature, and similar solutions have been independently discovered and rediscovered. The repeated appearance of a problem is evidence of its relevance. This book aims to help current and future researchers add this powerful tool to their arsenal, so that they can easily identify and use it in their own work. Path problems in networks can be conceptually divided into two parts: A distillation of the extensive theory behind the algebraic path problem, and an exposition of a broad range of applications. First of all, the shortest path problem is presented so as to fix terminology and concepts: existence and uniqueness of solutions, robustness to parameter changes, and centralized and distributed computation algorithms. Then, these concepts are generalized to the algebraic context of semirings. Methods for creating new semirings, useful for modeling new problems, are provided. A large part of the book is then devoted to numerous applications of the algebraic path problem, ranging from mobile network routing to BGP routing to social networks. These applications show what kind of problems can be modeled as algebraic path problems; they also serve as examples on how to go about modeling new problems. This monograph will be useful to network researchers, engineers, and graduate students. It can be used either as an introduction to the topic, or as a quick reference to the theoretical facts, algorithms, and application examples. The theoretical background assumed for the reader is that of a graduate or advanced undergraduate student in computer science or engineering. Some familiarity with algebra and algorithms is helpful, but not necessary. Algebra, in particular, is used as a convenient and concise language to describe problems that are essentially combinatorial. Table of Contents: Classical Shortest Path / The Algebraic Path Problem / Properties and Computation of Solutions / Applications / Related Areas / List of Semirings and Applications

Shortest Path Network Problems

Shortest Path Network Problems
Title Shortest Path Network Problems PDF eBook
Author Jin Y. Yen
Publisher
Pages 184
Release 1975
Genre Network analysis (Planning)
ISBN

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Mathematical Aspects of Network Routing Optimization

Mathematical Aspects of Network Routing Optimization
Title Mathematical Aspects of Network Routing Optimization PDF eBook
Author Carlos A.S. Oliveira
Publisher Springer Science & Business Media
Pages 221
Release 2011-08-26
Genre Mathematics
ISBN 1461403111

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Before the appearance of broadband links and wireless systems, networks have been used to connect people in new ways. Now, the modern world is connected through large-scale, computational networked systems such as the Internet. Because of the ever-advancing technology of networking, efficient algorithms have become increasingly necessary to solve some of the problems developing in this area. "Mathematical Aspects of Network Routing Optimization" focuses on computational issues arising from the process of optimizing network routes, such as quality of the resulting links and their reliability. Algorithms are a cornerstone for the understanding of the protocols underlying multicast routing. The main objective in the text is to derive efficient algorithms, with or without guarantee of approximation. Notes have been provided for basic topics such as graph theory and linear programming to assist those who are not fully acquainted with the mathematical topics presented throughout the book. "Mathematical Aspects of Network Routing Optimization" provides a thorough introduction to the subject of algorithms for network routing, and focuses especially on multicast and wireless ad hoc systems. This book is designed for graduate students, researchers, and professionals interested in understanding the algorithmic and mathematical ideas behind routing in computer networks. It is suitable for advanced undergraduate students, graduate students, and researchers in the area of network algorithms.

Optimization Algorithms for Networks and Graphs, Second Edition,

Optimization Algorithms for Networks and Graphs, Second Edition,
Title Optimization Algorithms for Networks and Graphs, Second Edition, PDF eBook
Author James Evans
Publisher CRC Press
Pages 486
Release 1992-03-25
Genre Mathematics
ISBN 9780824786021

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A revised and expanded advanced-undergraduate/graduate text (first ed., 1978) about optimization algorithms for problems that can be formulated on graphs and networks. This edition provides many new applications and algorithms while maintaining the classic foundations on which contemporary algorithm

Solution Algorithms for Resource and Route Constrained Shortest Path Problems in Time-dependent Transportation Networks

Solution Algorithms for Resource and Route Constrained Shortest Path Problems in Time-dependent Transportation Networks
Title Solution Algorithms for Resource and Route Constrained Shortest Path Problems in Time-dependent Transportation Networks PDF eBook
Author Erkut Yucaoğlu
Publisher
Pages 258
Release 1973
Genre Algorithms
ISBN

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Network Optimization Problems: Algorithms, Applications And Complexity

Network Optimization Problems: Algorithms, Applications And Complexity
Title Network Optimization Problems: Algorithms, Applications And Complexity PDF eBook
Author Ding-zhu Du
Publisher World Scientific
Pages 417
Release 1993-04-27
Genre
ISBN 9814504580

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In the past few decades, there has been a large amount of work on algorithms for linear network flow problems, special classes of network problems such as assignment problems (linear and quadratic), Steiner tree problem, topology network design and nonconvex cost network flow problems.Network optimization problems find numerous applications in transportation, in communication network design, in production and inventory planning, in facilities location and allocation, and in VLSI design.The purpose of this book is to cover a spectrum of recent developments in network optimization problems, from linear networks to general nonconvex network flow problems./a