Network Optimization And Applications

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Network Optimization And Applications

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Author : Bala Shetty
language : en
Publisher:
Release Date : 1989

Network Optimization And Applications written by Bala Shetty and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Mathematical optimization categories.

Stochastic Network Optimization With Application To Communication And Queueing Systems

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Author : Michael Neely
language : en
Publisher: Springer Nature
Release Date : 2022-05-31

Stochastic Network Optimization With Application To Communication And Queueing Systems written by Michael Neely and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.

This text presents a modern theory of analysis, control, and optimization for dynamic networks. Mathematical techniques of Lyapunov drift and Lyapunov optimization are developed and shown to enable constrained optimization of time averages in general stochastic systems. The focus is on communication and queueing systems, including wireless networks with time-varying channels, mobility, and randomly arriving traffic. A simple drift-plus-penalty framework is used to optimize time averages such as throughput, throughput-utility, power, and distortion. Explicit performance-delay tradeoffs are provided to illustrate the cost of approaching optimality. This theory is also applicable to problems in operations research and economics, where energy-efficient and profit-maximizing decisions must be made without knowing the future. Topics in the text include the following: - Queue stability theory - Backpressure, max-weight, and virtual queue methods - Primal-dual methods for non-convex stochastic utility maximization - Universal scheduling theory for arbitrary sample paths - Approximate and randomized scheduling theory - Optimization of renewal systems and Markov decision systems Detailed examples and numerous problem set questions are provided to reinforce the main concepts. Table of Contents: Introduction / Introduction to Queues / Dynamic Scheduling Example / Optimizing Time Averages / Optimizing Functions of Time Averages / Approximate Scheduling / Optimization of Renewal Systems / Conclusions

Network Optimization Continuous And Discrete Models

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Author : Dimitri Bertsekas
language : en
Publisher: Athena Scientific
Release Date : 1998-01-01

Network Optimization Continuous And Discrete Models written by Dimitri Bertsekas and has been published by Athena Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with Business & Economics categories.

An insightful, comprehensive, and up-to-date treatment of linear, nonlinear, and discrete/combinatorial network optimization problems, their applications, and their analytical and algorithmic methodology. It covers extensively theory, algorithms, and applications, and it aims to bridge the gap between linear and nonlinear network optimization on one hand, and integer/combinatorial network optimization on the other. It complements several of our books: Convex Optimization Theory (Athena Scientific, 2009), Convex Optimization Algorithms (Athena Scientific, 2015), Introduction to Linear Optimization (Athena Scientific, 1997), Nonlinear Programming (Athena Scientific, 1999), as well as our other book on the subject of network optimization Network Flows and Monotropic Optimization (Athena Scientific, 1998).

Network Optimization Problems Algorithms Applications And Complexity

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Author : Ding-zhu Du
language : en
Publisher: World Scientific
Release Date : 1993-04-27

Network Optimization Problems Algorithms Applications And Complexity written by Ding-zhu Du and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-04-27 with categories.

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

Recent Advances In Network Optimization Methods And Applications

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Author : Peter John Mellalieu
language : en
Publisher:
Release Date : 1984

Recent Advances In Network Optimization Methods And Applications written by Peter John Mellalieu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Mathematical optimization categories.

Dynamic Network Optimization With Application To The Evacuation Problem

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Author : Stevanus Adrianto Tjandra
language : en
Publisher:
Release Date : 2003

Dynamic Network Optimization With Application To The Evacuation Problem written by Stevanus Adrianto Tjandra and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.

Applications Of Network Optimization

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Author : Ravindra K. Ahuja
language : en
Publisher:
Release Date : 1992

Applications Of Network Optimization written by Ravindra K. Ahuja and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.

Stochastic Network Optimization With Application To Communication And Queueing Systems

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Author : George Kesidis
language : en
Publisher:
Release Date : 2010

Stochastic Network Optimization With Application To Communication And Queueing Systems written by George Kesidis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Artificial intelligence categories.

This text presents a modern theory of analysis, control, and optimization for dynamic networks. Mathematical techniques of Lyapunov drift and Lyapunov optimization are developed and shown to enable constrained optimization of time averages in general stochastic systems. The focus is on communication and queueing systems, including wireless networks with time-varying channels, mobility, and randomly arriving traffic. A simple drift-plus-penalty framework is used to optimize time averages such as throughput, throughput-utility, power, and distortion. Explicit performance-delay tradeoffs are provided to illustrate the cost of approaching optimality. This theory is also applicable to problems in operations research and economics, where energy-efficient and profit-maximizing decisions must be made without knowing the future. Topics in the text include the following: - Queue stability theory - Backpressure, max-weight, and virtual queue methods - Primal-dual methods for non-convex stochastic utility maximization - Universal scheduling theory for arbitrary sample paths - Approximate and randomized scheduling theory - Optimization of renewal systems and Markov decision systems Detailed examples and numerous problem set questions are provided to reinforce the main concepts. Table of Contents: Introduction / Introduction to Queues / Dynamic Scheduling Example / Optimizing Time Averages / Optimizing Functions of Time Averages / Approximate Scheduling / Optimization of Renewal Systems / Conclusions.

Network Optimization And Troubleshooting

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Author : Daniel J. Nassar
language : en
Publisher: New Riders Publishing
Release Date : 1994

Network Optimization And Troubleshooting written by Daniel J. Nassar and has been published by New Riders Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

Network Optimization

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Author : Giorgio Gallo
language : en
Publisher:
Release Date : 1997

Network Optimization written by Giorgio Gallo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with categories.