Network Models And Optimization

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Network Models and Optimization

Mitsuo Gen,Runwei Cheng,Lin Lin
Network Models and Optimization Book PDF

Author : Mitsuo Gen,Runwei Cheng,Lin Lin
Publisher : Springer Science & Business Media
Page : 692 pages
File Size : 53,9 Mb
Release : 2008-07-10
Category : Technology & Engineering
ISBN : 9781848001817

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Network Models and Optimization by Mitsuo Gen,Runwei Cheng,Lin Lin Pdf

Network models are critical tools in business, management, science and industry. “Network Models and Optimization” presents an insightful, comprehensive, and up-to-date treatment of multiple objective genetic algorithms to network optimization problems in many disciplines, such as engineering, computer science, operations research, transportation, telecommunication, and manufacturing. The book extensively covers algorithms and applications, including shortest path problems, minimum cost flow problems, maximum flow problems, minimum spanning tree problems, traveling salesman and postman problems, location-allocation problems, project scheduling problems, multistage-based scheduling problems, logistics network problems, communication network problem, and network models in assembly line balancing problems, and airline fleet assignment problems. The book can be used both as a student textbook and as a professional reference for practitioners who use network optimization methods to model and solve problems.

Network Models in Optimization and Their Applications in Practice

Fred Glover,Darwin Klingman,Nancy V. Phillips
Network Models in Optimization and Their Applications in Practice Book PDF

Author : Fred Glover,Darwin Klingman,Nancy V. Phillips
Publisher : John Wiley & Sons
Page : 306 pages
File Size : 43,5 Mb
Release : 2011-10-14
Category : Mathematics
ISBN : 9781118031421

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Network Models in Optimization and Their Applications in Practice by Fred Glover,Darwin Klingman,Nancy V. Phillips Pdf

Unique in that it focuses on formulation and case studies ratherthan solutions procedures covering applications for pure,generalized and integer networks, equivalent formulations plussuccessful techniques of network models. Every chapter contains asimple model which is expanded to handle more complicateddevelopments, a synopsis of existing applications, one or more casestudies, at least 20 exercises and invaluable references. An Instructor's Manual presenting detailed solutions to all theproblems in the book is available upon request from the Wileyeditorial department.

Linear Network Optimization

Dimitri P. Bertsekas
Linear Network Optimization Book PDF

Author : Dimitri P. Bertsekas
Publisher : MIT Press
Page : 384 pages
File Size : 54,8 Mb
Release : 1991
Category : Business & Economics
ISBN : 0262023342

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Linear Network Optimization by Dimitri P. Bertsekas Pdf

Linear Network Optimization presents a thorough treatment of classical approaches to network problems such as shortest path, max-flow, assignment, transportation, and minimum cost flow problems.

Optimization of Computer Networks

Pablo Pavón Mariño
Optimization of Computer Networks Book PDF

Author : Pablo Pavón Mariño
Publisher : John Wiley & Sons
Page : 399 pages
File Size : 43,9 Mb
Release : 2016-05-02
Category : Technology & Engineering
ISBN : 9781119013358

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Optimization of Computer Networks by Pablo Pavón Mariño Pdf

This book covers the design and optimization of computer networks applying a rigorous optimization methodology, applicable to any network technology. It is organized into two parts. In Part 1 the reader will learn how to model network problems appearing in computer networks as optimization programs, and use optimization theory to give insights on them. Four problem types are addressed systematically – traffic routing, capacity dimensioning, congestion control and topology design. Part 2 targets the design of algorithms that solve network problems like the ones modeled in Part 1. Two main approaches are addressed – gradient-like algorithms inspiring distributed network protocols that dynamically adapt to the network, or cross-layer schemes that coordinate the cooperation among protocols; and those focusing on the design of heuristic algorithms for long term static network design and planning problems. Following a hands-on approach, the reader will have access to a large set of examples in real-life technologies like IP, wireless and optical networks. Implementations of models and algorithms will be available in the open-source Net2Plan tool from which the user will be able to see how the lessons learned take real form in algorithms, and reuse or execute them to obtain numerical solutions. An accompanying link to the author’s own Net2plan software enables readers to produce numerical solutions to a multitude of real-life problems in computer networks (www.net2plan.com).

Wireless Network Design

Jeff Kennington,Eli Olinick,Dinesh Rajan
Wireless Network Design Book PDF

Author : Jeff Kennington,Eli Olinick,Dinesh Rajan
Publisher : Springer Science & Business Media
Page : 384 pages
File Size : 41,5 Mb
Release : 2010-11-10
Category : Business & Economics
ISBN : 9781441961112

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Wireless Network Design by Jeff Kennington,Eli Olinick,Dinesh Rajan Pdf

This book surveys state-of-the-art optimization modeling for design, analysis, and management of wireless networks, such as cellular and wireless local area networks (LANs), and the services they deliver. The past two decades have seen a tremendous growth in the deployment and use of wireless networks. The current-generation wireless systems can provide mobile users with high-speed data services at rates substantially higher than those of the previous generation. As a result, the demand for mobile information services with high reliability, fast response times, and ubiquitous connectivity continues to increase rapidly. The optimization of system performance has become critically important both in terms of practical utility and commercial viability, and presents a rich area for research. In the editors' previous work on traditional wired networks, we have observed that designing low cost, survivable telecommunication networks involves extremely complicated processes. Commercial products available to help with this task typically have been based on simulation and/or proprietary heuristics. As demonstrated in this book, however, mathematical programming deserves a prominent place in the designer's toolkit. Convenient modeling languages and powerful optimization solvers have greatly facilitated the implementation of mathematical programming theory into the practice of commercial network design. These points are equally relevant and applicable in today’s world of wireless network technology and design. But there are new issues as well: many wireless network design decisions, such as routing and facility/element location, must be dealt with in innovative ways that are unique and distinct from wired (fiber optic) networks. The book specifically treats the recent research and the use of modeling languages and network optimization techniques that are playing particularly important and distinctive roles in the wireless domain.

Network Optimization: Continuous and Discrete Models

Dimitri Bertsekas
Network Optimization Continuous and Discrete Models Book PDF

Author : Dimitri Bertsekas
Publisher : Athena Scientific
Page : 607 pages
File Size : 47,5 Mb
Release : 1998-01-01
Category : Business & Economics
ISBN : 9781886529021

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Network Optimization: Continuous and Discrete Models by Dimitri Bertsekas Pdf

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).

Integer Programming and Network Models

H.A. Eiselt,Carl-Louis Sandblom
Integer Programming and Network Models Book PDF

Author : H.A. Eiselt,Carl-Louis Sandblom
Publisher : Springer Science & Business Media
Page : 501 pages
File Size : 45,8 Mb
Release : 2013-03-14
Category : Business & Economics
ISBN : 9783662041970

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Integer Programming and Network Models by H.A. Eiselt,Carl-Louis Sandblom Pdf

The purpose of this book is to provide readers with an introduction to the very active field of integer programming and network models. The idea is to cover the main parts of the field without being too detailed or too technical. As a matter of fact, we found it somewhat surprising that most--especially newer---books are strongly algorithmically oriented. In contrast, the main emphasis of this book is on models rather than methods. This focus expresses our view that methods are tools to solve actual problems and not ends in themselves. As such, graduate (and with some omissions, undergraduate) students may find this book helpful in their studies as will practitioners who would like to get acquainted with a field or use this text as a refresher. This premise has resulted in a coverage that omits material that is standard fare in other books, whereas it covers topics that are only infrequently found elsewhere. There are some, yet relatively few, prerequisites for the reader. Most material that is required for the understanding of more than one chapter is presented in one of the four chapters of the introductory part, which reviews the main results in linear programming, the analysis of algorithms, graphs and networks, and dynamic programming, respectively. Readers who are familiar with the issues involved can safely skip that part. The three main parts of the book rely on intuitive reasoning and examples, whenever practical, instead of theorems and proofs.

Supply Chain Network Design

Michael Watson,Sara Lewis,Peter Cacioppi,Jay Jayaraman
Supply Chain Network Design Book PDF

Author : Michael Watson,Sara Lewis,Peter Cacioppi,Jay Jayaraman
Publisher : FT Press
Page : 320 pages
File Size : 52,8 Mb
Release : 2012-08-20
Category : Business & Economics
ISBN : 9780133017298

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Supply Chain Network Design by Michael Watson,Sara Lewis,Peter Cacioppi,Jay Jayaraman Pdf

Using strategic supply chain network design, companies can achieve dramatic savings from their supply chains. Now, experts at IBM and Northwestern University have brought together both the rigorous principles and the practical applications you need to master. You’ll learn how to use supply chain network design to select the right number, location, territory, and size of warehouses, plants, and production lines; and optimize the flow of all products through your supply chain even if extends around the globe. The authors present better ways to decide what to manufacture internally, where to make these products, which products to outsource, and which suppliers to use. They guide you in more effectively managing tradeoffs such as cost vs. service level, improving operational decision-making by integrating analytics throughout supply chain management; and re-optimizing regularly for even greater savings. Supply Chain Network Design combines best practices, the latest methods in optimization and analytics, and cutting-edge case studies: everything you need to maximize the value of supply chain network design. For all supply chain executives, managers, strategists, and analysts; and for all students, instructors, and researchers in advanced supply chain management and/or logistics courses.

Neural Networks in Optimization

Xiang-Sun Zhang
Neural Networks in Optimization Book PDF

Author : Xiang-Sun Zhang
Publisher : Springer Science & Business Media
Page : 369 pages
File Size : 43,8 Mb
Release : 2013-03-09
Category : Science
ISBN : 9781475731675

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Neural Networks in Optimization by Xiang-Sun Zhang Pdf

People are facing more and more NP-complete or NP-hard problems of a combinatorial nature and of a continuous nature in economic, military and management practice. There are two ways in which one can enhance the efficiency of searching for the solutions of these problems. The first is to improve the speed and memory capacity of hardware. We all have witnessed the computer industry's amazing achievements with hardware and software developments over the last twenty years. On one hand many computers, bought only a few years ago, are being sent to elementary schools for children to learn the ABC's of computing. On the other hand, with economic, scientific and military developments, it seems that the increase of intricacy and the size of newly arising problems have no end. We all realize then that the second way, to design good algorithms, will definitely compensate for the hardware limitations in the case of complicated problems. It is the collective and parallel computation property of artificial neural net works that has activated the enthusiasm of researchers in the field of computer science and applied mathematics. It is hard to say that artificial neural networks are solvers of the above-mentioned dilemma, but at least they throw some new light on the difficulties we face. We not only anticipate that there will be neural computers with intelligence but we also believe that the research results of artificial neural networks might lead to new algorithms on von Neumann's computers.

Optimization Models and Methods for Equilibrium Traffic Assignment

Alexander Krylatov,Victor Zakharov,Tero Tuovinen
Optimization Models and Methods for Equilibrium Traffic Assignment Book PDF

Author : Alexander Krylatov,Victor Zakharov,Tero Tuovinen
Publisher : Springer Nature
Page : 231 pages
File Size : 42,6 Mb
Release : 2019-11-26
Category : Technology & Engineering
ISBN : 9783030341022

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Optimization Models and Methods for Equilibrium Traffic Assignment by Alexander Krylatov,Victor Zakharov,Tero Tuovinen Pdf

This book is focused on the discussion of the traffic assignment problem, the mathematical and practical meaning of variables, functions and basic principles. This work gives information about new approaches, methods and algorithms based on original methodological technique, developed by authors in their publications for the past several years, as well as corresponding prospective implementations. The book may be of interest to a wide range of readers, such as civil engineering students, traffic engineers, developers of traffic assignment algorithms etc. The obtained results here are to be used in both practice and theory. This book is devoted to the traffic assignment problem, formulated in a form of nonlinear optimization program. The most efficient solution algorithms related to the problem are based on its structural features and practical meaning rather than on standard nonlinear optimization techniques or approaches. The authors have carefully considered the meaning of the traffic assignment problem for efficient algorithms development.

Network Flows and Monotropic Optimization

R. Tyrell Rockafellar
Network Flows and Monotropic Optimization Book PDF

Author : R. Tyrell Rockafellar
Publisher : Athena Scientific
Page : 632 pages
File Size : 55,9 Mb
Release : 1999-06-01
Category : Mathematics
ISBN : 9781886529069

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Network Flows and Monotropic Optimization by R. Tyrell Rockafellar Pdf

A rigorous and comprehensive treatment of network flow theory and monotropic optimization by one of the world's most renowned applied mathematicians. This classic textbook covers extensively the duality theory and the algorithms of linear and nonlinear network optimization optimization, and their significant extensions to monotropic programming (separable convex constrained optimization problems, including linear programs). It complements our other book on the subject of network optimization Network Optimization: Continuous and Discrete Models (Athena Scientific, 1998). Monotropic programming problems are characterized by a rich interplay between combinatorial structure and convexity properties. Rockafellar develops, for the first time, algorithms and a remarkably complete duality theory for these problems. Among its special features the book: (a) Treats in-depth the duality theory for linear and nonlinear network optimization (b) Uses a rigorous step-by-step approach to develop the principal network optimization algorithms (c) Covers the main algorithms for specialized network problems, such as max-flow, feasibility, assignment, and shortest path (d) Develops in detail the theory of monotropic programming, based on the author's highly acclaimed research (e) Contains many examples, illustrations, and exercises (f) Contains much new material not found in any other textbook

Network Optimization Problems: Algorithms, Applications and Complexity

D Z Du,P M Pardalos
Network Optimization Problems Algorithms Applications and Complexity Book PDF

Author : D Z Du,P M Pardalos
Publisher : World Scientific
Page : 416 pages
File Size : 47,8 Mb
Release : 1993-04-27
Category : Electronic
ISBN : 9789814504584

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Network Optimization Problems: Algorithms, Applications and Complexity by D Z Du,P M Pardalos Pdf

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. Contents:Greedily Solvable Transportation Networks and Edge-Guided Vertex Elimination (I Adler & R Shamir)Networks Minimizing Length Plus the Number of Steiner Points (T Colthurst et al.)Practical Experiences Using an Interactive Optimization Procedure for Vehicle Scheduling (J R Daduna et al.)Subset Interconnection Designs: Generalizations of Spanning Trees and Steiner Trees (D-Z Du & P M Pardalos)Polynomial and Strongly Polynomial Algorithms for Convex Network Optimization (D S Hochbaum)Hamiltonian Circuits for 2-Regular Interconnection Networks (F K Hwang & W-C W Li)Equivalent Formulations for the Steiner Problem in Graphs (B N Khoury et al.)Minimum Concave-Cost Network Flow Problems with a Single Nonlinear Arc Cost (B Klinz & H Tuy)A Method for Solving Network Flow Problems with General Nonlinear Arc Costs (B W Lamar)Application of Global Line Search in Optimization of Networks (J Mockus)Solving Nonlinear Programs with Embedded Network Structures (M Ç Pinar & S A Zenios)On Algorithms for Nonlinear Dynamic Networks (W B Powell et al.)Strategic and Tactical Models and Algorithms for the Coal Industry Under the 1990 Clean Air Act (H D Sherali & Q J Saifee)Multi-Objective Routing in Stochastic Evacuation Networks (J M Smith)A Simplex Method for Network Programs with Convex Separable Piecewise Linear Costs and Its Application to Stochastic Transshipment Problems (J Sun et al.)A Bibliography on Network Flow Problems (M Veldhorst)Tabu Search: Applications and Prospects (S Voß)The Shortest Path Network and Its Applications in Bicriteria Shortest Path Problems (G-L Xue & S-Z Sun)A Network Formalism for Pure Exchange Economic Equilibria (L Zhao & A Nagurney)Steiner Problem in Multistage Computer Networks (S Bhattacharya & B Dasgupta) Readership: Applied mathematicians. keywords:“This volume reflects the wide spectrum of recent research activities in the design and analysis of algorithms and the applications of networks.”Journal of Global Optimization

Generalized Network Design Problems

Petrica C. Pop
Generalized Network Design Problems Book PDF

Author : Petrica C. Pop
Publisher : Walter de Gruyter
Page : 216 pages
File Size : 52,5 Mb
Release : 2012-10-30
Category : Mathematics
ISBN : 9783110267686

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Generalized Network Design Problems by Petrica C. Pop Pdf

Combinatorial optimization is a fascinating topic. Combinatorial optimization problems arise in a wide variety of important fields such as transportation, telecommunications, computer networking, location, planning, distribution problems, etc. Important and significant results have been obtained on the theory, algorithms and applications over the last few decades. In combinatorial optimization, many network design problems can be generalized in a natural way by considering a related problem on a clustered graph, where the original problem's feasibility constraints are expressed in terms of the clusters, i.e., node sets instead of individual nodes. This class of problems is usually referred to as generalized network design problems (GNDPs) or generalized combinatorial optimization problems. The express purpose of this monograph is to describe a series of mathematical models, methods, propositions, algorithms developed in the last years on generalized network design problems in a unified manner. The book consists of seven chapters, where in addition to an introductory chapter, the following generalized network design problems are formulated and examined: the generalized minimum spanning tree problem, the generalized traveling salesman problem, the railway traveling salesman problem, the generalized vehicle routing problem, the generalized fixed-charge network design problem and the generalized minimum vertex-biconnected network problem. The book will be useful for researchers, practitioners, and graduate students in operations research, optimization, applied mathematics and computer science. Due to the substantial practical importance of some presented problems, researchers in other areas will find this book useful, too.

Network Models And Optimization: Multiobjective Genetic Algorithm Approach

Gen
Network Models And Optimization Multiobjective Genetic Algorithm Approach Book PDF

Author : Gen
Publisher : Unknown
Page : 706 pages
File Size : 49,8 Mb
Release : 2010-01-01
Category : Electronic
ISBN : 8184895615

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Network Models And Optimization: Multiobjective Genetic Algorithm Approach by Gen Pdf

Network models are critical tools in business, management, science and industry. Network models and optimization: Multiplicative Genetic Algorithm Approach presents and insightful, comprehensive, and up-to-date treatment of multiple objective genetic algorithms to network optimization problems in many disciplines, such as engineering, computer science, operations research, transportation,telecommunication, and manufacturing.

Optimization of Computer Networks

Pablo Pavón Mariño
Optimization of Computer Networks Book PDF

Author : Pablo Pavón Mariño
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 50,7 Mb
Release : 2016-03-28
Category : Technology & Engineering
ISBN : 9781119013341

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Optimization of Computer Networks by Pablo Pavón Mariño Pdf

This book covers the design and optimization of computer networks applying a rigorous optimization methodology, applicable to any network technology. It is organized into two parts. In Part 1 the reader will learn how to model network problems appearing in computer networks as optimization programs, and use optimization theory to give insights on them. Four problem types are addressed systematically – traffic routing, capacity dimensioning, congestion control and topology design. Part 2 targets the design of algorithms that solve network problems like the ones modeled in Part 1. Two main approaches are addressed – gradient-like algorithms inspiring distributed network protocols that dynamically adapt to the network, or cross-layer schemes that coordinate the cooperation among protocols; and those focusing on the design of heuristic algorithms for long term static network design and planning problems. Following a hands-on approach, the reader will have access to a large set of examples in real-life technologies like IP, wireless and optical networks. Implementations of models and algorithms will be available in the open-source Net2Plan tool from which the user will be able to see how the lessons learned take real form in algorithms, and reuse or execute them to obtain numerical solutions. An accompanying link to the author’s own Net2plan software enables readers to produce numerical solutions to a multitude of real-life problems in computer networks (www.net2plan.com).