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Elements of Information Theory
The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.
Open Problems in Communication and Computation
Thomas M. Cover and B. Gopinatb The papers in this volume are the contributions to a special workshop on problems in communication and computation conducted in the summers of 1984 and 1985 in Morristown, New Jersey, and the summer of 1986 in Palo Alto. California. The structure of this workshop was unique: no recent results. no surveys. Instead. we asked for outstanding open prob~ lems in the field. There are many famous open problems, including the question P = NP?, the simplex conjecture in communication theory, the capacity region of the broadcast channel. and the two·helper problem in information theory. Beyond these well-defined problems are certain grand research goals. What is the ge...
Interacting Particle Systems
At what point in the development of a new field should a book be written about it? This question is seldom easy to answer. In the case of interacting particle systems, important progress continues to be made at a substantial pace. A number of problems which are nearly as old as the subject itself remain open, and new problem areas continue to arise and develop. Thus one might argue that the time is not yet ripe for a book on this subject. On the other hand, this field is now about fifteen years old. Many important of several basic models is problems have been solved and the analysis almost complete. The papers written on this subject number in the hundreds. It has become increasingly difficult for newcomers to master the proliferating literature, and for workers in allied areas to make effective use of it. Thus I have concluded that this is an appropriate time to pause and take stock of the progress made to date. It is my hope that this book will not only provide a useful account of much of this progress, but that it will also help stimulate the future vigorous development of this field.
Fairness in International Law and Institutions
Professor Franck offers a compelling view of the future of international legal reasoning and legal theory. His critical analysis of the norms and institutions of modern international law inspires hope that advances will be made at all levels.
Information Theory, Inference and Learning Algorithms
Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independ...
Practical Software Maintenance
Overview of software maintenance; Why maintenance is expensive; Evolution of software processes and models; A recommended sofwate maintenance process; Pre-delivery software maintenance activities; Planning, parts I & II: the maintenance concept and the maintenance plan; Planning, part III: resources; Transition; Transition experiences, part I; Transition experiences, part II; Setting up the software maintenance organization; Tools and environment; Software maintenance metrics; Software maintenance metrics experiences; Maintainability; Sofwtare maintenance management; Education and training; Impact of object oriented technology on software maintenance; Software maintenance resources; The future of software maintenance; Glossary; Bibliography; Index.
Stochastic Interacting Systems: Contact, Voter and Exclusion Processes
Interactive particle systems is a branch of probability theory with close connections to mathematical physics and mathematical biology. This book takes three of the most important models in the area, and traces advances in our understanding of them since 1985. It explains and develops many of the most useful techniques in the field.
Recourse to Force
The nations that drafted the UN Charter in 1945 clearly were more concerned about peace than about justice. As a result, the Charter prohibits all use of force by states except in the event of an armed attack or when authorised by the Security Council. This arrangement has only very imperfectly withstood the test of time and changing world conditions. In requiring states not to use force in self-defence until after they had become the object of an actual armed attack, the Charter failed to address a growing phenomenon of clandestine subversion and of instantaneous nuclear threats. Fortunately although the Charter is very hard to amend, the drafters did agree that it should be interpreted flexibly by the United Nations' principal political institutions. In this way the norms governing use of force in international affairs have been adapted to meet changing circumstances and new challenges. The book also relates these changes in law and practice to changing public values pertaining to the balance between maintaining peace and promoting justice.
Developing and Validating Test Items
Since test items are the building blocks of any test, learning how to develop and validate test items has always been critical to the teaching-learning process. As they grow in importance and use, testing programs increasingly supplement the use of selected-response (multiple-choice) items with constructed-response formats. This trend is expected to continue. As a result, a new item writing book is needed, one that provides comprehensive coverage of both types of items and of the validity theory underlying them. This book is an outgrowth of the author’s previous book, Developing and Validating Multiple-Choice Test Items, 3e (Haladyna, 2004). That book achieved distinction as the leading so...
