Hanan Luss

Equitable Resource Allocation: Models, Algorithms, and Applications

Gebundenes Buch

Produktbeschreibung

The only book to provide a comprehensive exposition of equitable resource allocation problems, this work compiles much of the research in the area from the past thirty years. Using diverse application areas as examples, the book presents a large variety of resource allocation models with special mathematical structures, providing elegant, efficient algorithms that compute optimal solutions to these models. Written by one of the leading researchers in the field, this is a valuable guide for anyone wishing to solve optimization problems in such areas as communication networks, manufacturing, emergency services, and others.

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A unique book that specifically addresses equitable resource allocation problems with applications in communication networks, manufacturing, emergency services, and more Resource allocation problems focus on assigning limited resources in an economically beneficial way among competing activities. Solutions to such problems affect people and everyday activities with significant impact on the private and public sectors and on society at large. Using diverse application areas as examples, Equitable Resource Allocation: Models, Algorithms, and Applications provides readers with great insight into a topic that is not widely known in the field. Starting with an overview of the topics covered, the book presents a large variety of resource allocation models with special mathematical structures and provides elegant, efficient algorithms that compute optimal solutions to these models. Authored by one of the leading researchers in the field, Equitable Resource Allocation: * Is the only book that provides a comprehensive exposition of equitable resource allocation problems * Presents a collection of resource allocation models with applications in communication networks, transportation, content distribution, manufacturing, emergency services, and more * Exhibits practical algorithms for solving a variety of resource allocation models * Uses real-world applications and examples to explain important concepts * Includes end-of-chapter exercises Bringing together much of the equitable resource allocation research from the past thirty years, this book is a valuable reference for anyone interested in solving diverse optimization problems.

Produktdetails

• Information and Communication Nr.101
• Verlag: John Wiley & Sons / WILEY
• Seitenzahl: 376
• Erscheinungstermin: 9. Oktober 2012
• Englisch
• Abmessung: 236mm x 163mm x 25mm
• Gewicht: 635g
• ISBN-13: 9781118054680
• ISBN-10: 1118054687
• Artikelnr.: 36175218

Autorenporträt

HANAN LUSS, PhD, serves as an Adjunct Professor, teaching operations research courses at Columbia University. Dr. Luss was at AT&T Bell Laboratories/AT&T Labs for twenty-five years, serving as technical manager of the Operations Research Studies Group, and at Telcordia Technologies for twelve years, serving as senior scientist. He led research activities and applied work with an emphasis on operations research methodologies for resource allocation, communication network design, capacity expansion, manufacturing, and related topics. A Fellow of the Institute for Operations Research and the Management Sciences (INFORMS), Dr. Luss has published over seventy papers in major refereed journals and books and has been granted more than ten patents.

Rezensionen

I am very pleased to see this book available. Former comprehensive book on mathematical methods for resource allocation by Ibaraki and Katoh is excellent but it is already almost 25 years old. Meantime, a lot of new methods has been developed. Models and algorithms for equitable resource allocation are likely the most important advancements among them. They are extremely useful in a variety of practical application areas, but are not widely known. They had been scattered among specific research and application areas.

The book fills out the gap by presenting the equitable techniques in a coherent and convenient form to readers from wide areas of engineering and operations management. It is indeed a unique book that specifically addresses equitable resource allocation problems with applications in many areas, not restricted to the information and communication technologies. Actually, it is an excellent book. Various models are widely motivated while the algorithms are clearly presented in details as ready to implement. Each chapter is also accompanied by a set of interesting exercises.

I strongly recommend this book to professionals in Operations Management, Industrial Engineering, Computer Science and Telecommunications as well as a textbook for graduate students.

- Wlodzimierz Ogryczak

I am very pleased to have this book available. Algorithms for equitable resource allocation are extremely useful in a variety of practical application areas, but are not as widely known as they should be among engineering and operations research professionals.

Much of the research has taken place in the last 20 years or so, and had been scattered among various journals. It has now been brought together into one coherent and convenient volume. Dr. Luss does an excellent job of motivating the various models and of describing the algorithms in a logical step-by-step fashion.

The set of problems that can be solved using these lexicographic min-max algorithms is quite broad. Initially, they were developed to solve resource allocation problems in the manufacturing area. Specifically, they addressed the question of how to allocate electronic components to various product lines, when there was a shortage of components. This can be naturally extended to allocating other sorts of scarce resources (e.g. manpower, computing resources, funding).

But what I find exciting is that these very same mathematical programming techniques can be directly applied to problems that seem totally unrelated. For example, they can be used to impute a traffic matrix for a packet communications network (such as the network operated by an Internet Service Provider).

I wholeheartedly recommend this book to professionals - both in academia and in industry - in Operations Research, Management Science, Industrial Engineering, Telecommunications and Computer Science. -John G. Klincewicz

Mathematical models and methods for optimization enable resources of various kinds to be used 'as best as possible' under given constraints, and have been responsible for major advances in various fields, including control systems, operations research, and telecommunication networks. When there are multiple and competing objectives to be considered for optimization, the trade-off among the competing objectives introduces the new dimension of 'fairness' into the optimization. In such cases, the use of a single criterion for optimization is often inadequate and artificial. A particular form of posing multiple optimization criteria that captures a notion of fairness among competing objectives gives rise to the class of problems known as 'lexicographic' optimization, which goes beyond the usual minimax or maximin criterion to define the concept of 'equitable' optimization. Such equitable optimization is the subject of the book "Equitable Resource Allocation: Models, Algorithms, and Applications" by Dr. Hanan Luss.
The book is a clear and systematic exposition of lexicographic optimization. After introductory chapters on single-criterion optimization, the book discusses algorithms for the usual minimax (or maximin) criterion for dealing with multi-objective problems, and shows how algorithms for lexicographic optimization can be built up from those for the minimax (or maximin) criterion. The later chapters consider various extensions of the basic model to take account of substitutable resources and multi-period optimization. The book considers theory and algorithms for both continuous and discrete decision variables.
The book contains a variety of illustrative applications of the optimization models, drawn from the author's long and distinguished research career at AT&T Labs and Bellcore/Telcordia. The material is organized in a clear and helpful manner among the chapters and within each chapter, and the writing is crisp and precise. A notable feature of the book is the neat classification of the various algorithms that are presented, making it a valuable compendium of optimization models and algorithms. The book will be a valuable text-book for an advanced course in optimization and a comprehensive reference for scientists and practitioners in operations research, engineering, telecommunications, and economics.
-K.R. Krishnan (Bellcore/Telcordia - Retired)