Entropy Search Complexity PDF Download
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Author | : Imre Csiszár |
Publisher | : Springer Science & Business Media |
Total Pages | : 262 |
Release | : 2007-04-05 |
Genre | : Mathematics |
ISBN | : 3540327770 |
Download Entropy, Search, Complexity Book in PDF, ePub and Kindle
This book collects survey papers in the fields of entropy, search and complexity, summarizing the latest developments in their respective areas. More than half of the papers belong to search theory which lies on the borderline of mathematics and computer science, information theory and combinatorics, respectively. The book will be useful to experienced researchers as well as young scientists and students both in mathematics and computer science.
Author | : Wojciech H. Zurek |
Publisher | : CRC Press |
Total Pages | : 545 |
Release | : 2018-03-08 |
Genre | : Science |
ISBN | : 0429971435 |
Download Complexity, Entropy And The Physics Of Information Book in PDF, ePub and Kindle
This book has emerged from a meeting held during the week of May 29 to June 2, 1989, at St. John’s College in Santa Fe under the auspices of the Santa Fe Institute. The (approximately 40) official participants as well as equally numerous “groupies” were enticed to Santa Fe by the above “manifesto.” The book—like the “Complexity, Entropy and the Physics of Information” meeting explores not only the connections between quantum and classical physics, information and its transfer, computation, and their significance for the formulation of physical theories, but it also considers the origins and evolution of the information-processing entities, their complexity, and the manner in which they analyze their perceptions to form models of the Universe. As a result, the contributions can be divided into distinct sections only with some difficulty. Indeed, I regard this degree of overlapping as a measure of the success of the meeting. It signifies consensus about the important questions and on the anticipated answers: they presumably lie somewhere in the “border territory,” where information, physics, complexity, quantum, and computation all meet.
Author | : James Sethna |
Publisher | : OUP Oxford |
Total Pages | : 374 |
Release | : 2006-04-07 |
Genre | : Science |
ISBN | : 0191566217 |
Download Statistical Mechanics Book in PDF, ePub and Kindle
In each generation, scientists must redefine their fields: abstracting, simplifying and distilling the previous standard topics to make room for new advances and methods. Sethna's book takes this step for statistical mechanics - a field rooted in physics and chemistry whose ideas and methods are now central to information theory, complexity, and modern biology. Aimed at advanced undergraduates and early graduate students in all of these fields, Sethna limits his main presentation to the topics that future mathematicians and biologists, as well as physicists and chemists, will find fascinating and central to their work. The amazing breadth of the field is reflected in the author's large supply of carefully crafted exercises, each an introduction to a whole field of study: everything from chaos through information theory to life at the end of the universe.
Author | : Reggiani, Aura |
Publisher | : Edward Elgar Publishing |
Total Pages | : 640 |
Release | : 2021-12-14 |
Genre | : Social Science |
ISBN | : 1839100591 |
Download Handbook on Entropy, Complexity and Spatial Dynamics Book in PDF, ePub and Kindle
This ground-breaking Handbook presents a state-of-the-art exploration of entropy, complexity and spatial dynamics from fundamental theoretical, empirical and methodological perspectives. It considers how foundational theories can contribute to new advances, including novel modeling and empirical insights at different sectoral, spatial and temporal scales.
Author | : Hans Kuijper |
Publisher | : Springer Nature |
Total Pages | : 413 |
Release | : 2022-01-18 |
Genre | : Social Science |
ISBN | : 9811647097 |
Download Comprehending the Complexity of Countries Book in PDF, ePub and Kindle
This book argues for computer-aided collaborative country research based on the science of complex and dynamic systems. It provides an in-depth discussion of systems and computer science, concluding that proper understanding of a country is only possible if a genuinely interdisciplinary and truly international approach is taken; one that is based on complexity science and supported by computer science. Country studies should be carefully designed and collaboratively carried out, and a new generation of country students should pay more attention to the fast growing potential of digitized and electronically connected libraries. In this frenzied age of globalization, foreign policy makers may – to the benefit of a better world – profit from the radically new country studies pleaded for in the book. Its author emphasizes that reductionism and holism are not antagonistic but complementary, arguing that parts are always parts of a whole and a whole has always parts.
Author | : Wojciech H. Zurek |
Publisher | : Westview Press |
Total Pages | : 544 |
Release | : 1990-01-22 |
Genre | : Science |
ISBN | : 9780201515060 |
Download Complexity, Entropy And The Physics Of Information Book in PDF, ePub and Kindle
A must have for those with a deep commitment to the second law of thermodynamics, entropy, and information theory.
Author | : Tiziano Squartini |
Publisher | : Springer |
Total Pages | : 116 |
Release | : 2017-11-22 |
Genre | : Science |
ISBN | : 3319694383 |
Download Maximum-Entropy Networks Book in PDF, ePub and Kindle
This book is an introduction to maximum-entropy models of random graphs with given topological properties and their applications. Its original contribution is the reformulation of many seemingly different problems in the study of both real networks and graph theory within the unified framework of maximum entropy. Particular emphasis is put on the detection of structural patterns in real networks, on the reconstruction of the properties of networks from partial information, and on the enumeration and sampling of graphs with given properties. After a first introductory chapter explaining the motivation, focus, aim and message of the book, chapter 2 introduces the formal construction of maximum-entropy ensembles of graphs with local topological constraints. Chapter 3 focuses on the problem of pattern detection in real networks and provides a powerful way to disentangle nontrivial higher-order structural features from those that can be traced back to simpler local constraints. Chapter 4 focuses on the problem of network reconstruction and introduces various advanced techniques to reliably infer the topology of a network from partial local information. Chapter 5 is devoted to the reformulation of certain “hard” combinatorial operations, such as the enumeration and unbiased sampling of graphs with given constraints, within a “softened” maximum-entropy framework. A final chapter offers various overarching remarks and take-home messages.By requiring no prior knowledge of network theory, the book targets a broad audience ranging from PhD students approaching these topics for the first time to senior researchers interested in the application of advanced network techniques to their field.
Author | : Taylor & Francis Group |
Publisher | : |
Total Pages | : |
Release | : 2019-07-17 |
Genre | : |
ISBN | : 9780367314101 |
Download Complexity Entropy and the Physics of Information Book in PDF, ePub and Kindle
Author | : Ferdinando Cicalese |
Publisher | : Springer Science & Business Media |
Total Pages | : 218 |
Release | : 2013-11-29 |
Genre | : Computers |
ISBN | : 3642173276 |
Download Fault-Tolerant Search Algorithms Book in PDF, ePub and Kindle
Why a book on fault-tolerant search algorithms? Searching is one of the fundamental problems in computer science. Time and again algorithmic and combinatorial issues originally studied in the context of search find application in the most diverse areas of computer science and discrete mathematics. On the other hand, fault-tolerance is a necessary ingredient of computing. Due to their inherent complexity, information systems are naturally prone to errors, which may appear at any level – as imprecisions in the data, bugs in the software, or transient or permanent hardware failures. This book provides a concise, rigorous and up-to-date account of different approaches to fault-tolerance in the context of algorithmic search theory. Thanks to their basic structure, search problems offer insights into how fault-tolerant techniques may be applied in various scenarios. In the first part of the book, a paradigmatic model for fault-tolerant search is presented, the Ulam—Rényi problem. Following a didactic approach, the author takes the reader on a tour of Ulam—Rényi problem variants of increasing complexity. In the context of this basic model, fundamental combinatorial and algorithmic issues in the design of fault-tolerant search procedures are discussed. The algorithmic efficiency achievable is analyzed with respect to the statistical nature of the error sources, and the amount of information on which the search algorithm bases its decisions. In the second part of the book, more general models of faults and fault-tolerance are considered. Special attention is given to the application of fault-tolerant search procedures to specific problems in distributed computing, bioinformatics and computational learning. This book will be of special value to researchers from the areas of combinatorial search and fault-tolerant computation, but also to researchers in learning and coding theory, databases, and artificial intelligence. Only basic training in discrete mathematics is assumed. Parts of the book can be used as the basis for specialized graduate courses on combinatorial search, or as supporting material for a graduate or undergraduate course on error-correcting codes.
Author | : Anne Humeau-Heurtier |
Publisher | : MDPI |
Total Pages | : 265 |
Release | : 2018-12-10 |
Genre | : Electronic books |
ISBN | : 3038973327 |
Download Evaluation of Systems’ Irregularity and Complexity: Sample Entropy, Its Derivatives, and Their Applications across Scales and Disciplines Book in PDF, ePub and Kindle
This book is a printed edition of the Special Issue "Evaluation of Systems’ Irregularity and Complexity: Sample Entropy, Its Derivatives, and Their Applications across Scales and Disciplines" that was published in Entropy