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Finite Markov Chains and Algorithmic Applications, Olle H?ggstr?m



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Автор: Olle H?ggstr?m
Название:  Finite Markov Chains and Algorithmic Applications
Издательство: Cambridge Academ
Классификация:
Дифферунциально и интегральное исчисление и математический анализ
Прикладная математика
Математическая теория вычисления

ISBN: 0521890012
ISBN-13(EAN): 9780521890014
ISBN: 0-521-89001-2
ISBN-13(EAN): 978-0-521-89001-4
Обложка/Формат: Paperback
Страницы: 124
Вес: 0.214 кг.
Дата издания: 30.05.2002
Серия: London Mathematical Society Student Texts
Язык: English
Иллюстрации: 20 line figures
Размер: 164 x 227 x 8
Читательская аудитория: Tertiary education (us: college)
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание: Based on a lecture course given at Chalmers University of Technology, this book is ideal for advanced undergraduate or beginning graduate students. The author first develops the necessary background in probability theory and Markov chains before applying it to study a range of randomized algorithms with important applications in optimization and other problems in computing. Amongst the algorithms covered are the Markov chain Monte Carlo method, simulated annealing, and the recent Propp-Wilson algorithm. This book will appeal not only to mathematicians, but also to students of statistics and computer science. The subject matter is introduced in a clear and concise fashion and the numerous exercises included will help students to deepen their understanding.
Дополнительное описание: Subject: Mathematics / Statistics and Applied Probability
Readership: Markov chains, algorithmics
Level: graduate students, undergraduate students
Format: 228 x 152 mm 124pp 20 line diagrams
Chapter Titles: 1. Basics of probability theory; 2. Markov chains; 3. Computer simulation of Markov chains; 4. Irreducible and aperiodic Markov chains; 5. Stationary distributions; 6. Reversible Markov chains; 7. Markov chain Monte Carlo; 8. Fast convergence of MCMC algorithms; 9. Approximate counting; 10. Propp-Wilson algorithm; 11. Sandwiching; 12. Propp-Wilson with read once randomness; 13. Simulated annealing; 14. Further reading.





Algorithmic composition

Автор: Nierhaus, Gerhard
Название: Algorithmic composition
ISBN: 321175539X ISBN-13(EAN): 9783211755396
Издательство: Springer
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Цена: 12539 р.
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Описание: Algorithmic composition - composing by means of formalizable methods - has a century old tradition not only in occidental music history. This book provides an overview of prominent procedures of algorithmic composition in a pragmatic way. It is suitable for the musicians and the researchers.

Algorithmic Aspects of Wireless Sensor Networks / Second International Workshop, ALGOSENSORS 2006, Venice, Italy, July 15, 2006, Revised Selected Papers

Автор: Nikoletseas Sotiris, Rolim JosГ© D.P.
Название: Algorithmic Aspects of Wireless Sensor Networks / Second International Workshop, ALGOSENSORS 2006, Venice, Italy, July 15, 2006, Revised Selected Papers
ISBN: 3540690859 ISBN-13(EAN): 9783540690856
Издательство: Springer
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Цена: 7314 р.
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Описание: This book constitutes the reviewed proceedings of the Second International Workshop on Algorithmic Aspects of Wireless Sensor Networks, ALGOSENSORS 2006, held in Venice, Italy in July 2006, in association with ICALP 2006.

Algorithmic Principles of Mathematical Programming

Автор: Faigle U., Kern W., Still G.
Название: Algorithmic Principles of Mathematical Programming
ISBN: 140200852X ISBN-13(EAN): 9781402008528
Издательство: Springer
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Цена: 11494 р.
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Описание: Algorithmic Principles of Mathematical Programming investigates the mathematical structures and principles underlying the design of efficient algorithms for optimization problems. Recent advances in algorithmic theory have shown that the traditionally separate areas of discrete optimization, linear programming, and nonlinear optimization are closely linked. This book offers a comprehensive introduction to the whole subject and leads the reader to the frontiers of current research. The prerequisites to use the book are very elementary. All the tools from numerical linear algebra and calculus are fully reviewed and developed. Rather than attempting to be encyclopedic, the book illustrates the important basic techniques with typical problems. The focus is on efficient algorithms with respect to practical usefulness. Algorithmic complexity theory is presented with the goal of helping the reader understand the concepts without having to become a theoretical specialist. Further theory is outlined and supplemented with pointers to the relevant literature. The book is equally suited for self-study for a motivated beginner and for a comprehensive course on the principles of mathematical programming within an applied mathematics or computer science curriculum at advanced undergraduate or graduate level. The presentation of the material is such that smaller modules on discrete optimization, linear programming, and nonlinear optimization can easily be extracted separately and used for shorter specialized courses on these subjects.

Frontiers in Algorithmics and Algorithmic Aspects in Information and Management

Автор: Snoeyink
Название: Frontiers in Algorithmics and Algorithmic Aspects in Information and Management
ISBN: 3642296998 ISBN-13(EAN): 9783642296994
Издательство: Springer
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Цена: 7314 р.
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Описание: This book constitutes the refereed proceedings of the 6th International Frontiers of Algorithmics Workshop, FAW 2012, and the 8th International Conference on Algorithmic Aspects in Information and Management, AAIM 2012, jointly held in Beijing, China, in May 2012. The 33 revised full papers presented together with 4 invited talks were carefully reviewed and selected from 81 submissions. The papers are organized in topical sections on algorithms and data structures, algorithmic game theory and incentive analysis, biomedical imaging algorithms, communication networks and optimization, computational learning theory, knowledge discovery, and data mining, experimental algorithmic methodologies, optimization algorithms in economic and operations research, pattern recognition algorithms and trustworthy algorithms and trustworthy software.

Frontiers in Algorithmics and Algorithmic Aspects in Information and Management

Автор: Atallah
Название: Frontiers in Algorithmics and Algorithmic Aspects in Information and Management
ISBN: 3642212034 ISBN-13(EAN): 9783642212031
Издательство: Springer
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Цена: 8359 р.
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Описание: This book constitutes the joint refereed proceedings of the 5th International Frontiers of Algorithmics Workshop, FAW 2011, and the 7th International Conference on Algorithmic Aspects in Information and Management, AAIM 2011, jointly held in Jinhua, China, in May 2011. The 35 revised full papers presented together with 4 invited talks were carefully reviewed and selected from 92 submissions. The papers cover a wide range of topics in the areas of algorithmics, combinatorial optimization and their applications presenting current trends of research.

Algorithmic Problems Of Group Theory, Their Complexity, And Applications To Cryptography (Conm/633)

Автор: Kahrobaei & Shpilrain
Название: Algorithmic Problems Of Group Theory, Their Complexity, And Applications To Cryptography (Conm/633)
ISBN: 0821898590 ISBN-13(EAN): 9780821898598
Издательство: Eurospan
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Цена: 13721 р.
Наличие на складе: Невозможна поставка.

Описание: This volume contains the proceedings of the AMS Special Session on Algorithmic Problems of Group Theory and Their Complexity, held January 9-10, 2013 in San Diego, CA and the AMS Special Session on Algorithmic Problems of Group Theory and Applications to Information Security, held April 6-7, 2013 at Boston College, Chestnut Hill, MA.Over the past few years the field of group-based cryptography has attracted attention from both group theorists and cryptographers. The new techniques inspired by algorithmic problems in non-commutative group theory and their complexity have offered promising ideas for developing new cryptographic protocols. The papers in this volume cover algorithmic group theory and applications to cryptography.

Algorithmic Applications in Management

Автор: Nimrod Megiddo; Yinfeng Xu; Nancy Alonstioti; Binh
Название: Algorithmic Applications in Management
ISBN: 3540262245 ISBN-13(EAN): 9783540262244
Издательство: Springer
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Цена: 10971 р.
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Описание: Constitutes the refereed proceedings of the First International Conference on Algorithmic Applications in Management, AAIM 2005, held in Xian, China in June 2005. This book addresses topics such as: approximation, complexity, automatic timetabling, scheduling algorithms, game-theoretic algorithms, graph computations, and network algorithms.

Differentiable Optimization and Equation Solving / A Treatise on Algorithmic Science and the Karmarkar Revolution

Автор: Nazareth John L.
Название: Differentiable Optimization and Equation Solving / A Treatise on Algorithmic Science and the Karmarkar Revolution
ISBN: 0387955720 ISBN-13(EAN): 9780387955728
Издательство: Springer
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Цена: 14629 р.
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Описание: An overview of the dramatic reorganization in reaction to N. Karmakar`s seminal 1984 paper on algorithmic linear programming in the area of algorithmic differentiable optimization and equation-solving, or, more simply, algorithmic differentiable programming. Aimed at readers familiar with advanced calculus and numerical analysis.

Information and Randomness / An Algorithmic Perspective

Автор: Calude Cristian S.
Название: Information and Randomness / An Algorithmic Perspective
ISBN: 3540434666 ISBN-13(EAN): 9783540434665
Издательство: Springer
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Цена: 8355 р.
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Описание: The book presents in a mathematical clear way the fundamentals of algorithmic information theory and a few selected applications. This 2nd edition presents new and important results obtained in recent years: the characterization of computable enumerable random reals, the construction of an Omega Number for which ZFC cannot determine any digits, and the first successful attempt to compute the exact values of 64 bits of a specific Omega Number. Finally, the book contains a discussion of some interesting philosophical questions related to randomness and mathematical knowledge. "Professor Calude has produced a first-rate exposition of up-to-date work in information and randomness." D.S. Bridges, Canterbury University, co-author, with Errett Bishop, of Constructive Analysis;"The second edition of this classic work is highly recommended to anyone interested in algorithmic information and randomness." G.J. Chaitin, IBM Research Division, New York, author of Conversations with a Mathematician; "This book is a must for a comprehensive introduction to algorithmic information theory and for anyone interested in its applications in the natural sciences." K. Svozil, Technical University of Vienna, author of Randomness & Undecidability in Physics

Geometric and Algorithmic of Computer-Aided Design and Manufacturing

Название: Geometric and Algorithmic of Computer-Aided Design and Manufacturing
ISBN: 0821836285 ISBN-13(EAN): 9780821836286
Издательство: Oxford Academ
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Цена: 14265 р.
Наличие на складе: Невозможна поставка.

Описание: Computer-Aided Design and Manufacturing (CAD/CAM) is concerned with all aspects of the process of designing, prototyping, manufacturing, inspecting, and maintaining complex geometric objects under computer control. As such, there is a natural synergy between this field and Computational Geometry (CG), which involves the design, analysis, implementation, and testing of efficient algorithms and data representation techniques for geometric entities such as points, polygons, polyhedra, curves, and surfaces. The DIMACS Center (Piscataway, NJ) sponsored a workshop to further promote the interaction between these two fields. Attendees from academia, research laboratories, and industry took part in the invited talks, contributeresentations, and informal discussions. This volume is an outgrowth of that meeting. Topics covered in this volume include geometric modeling, computational topology, computational metrology, geometric constraint solving, part immobilization, geometric aspects of machining, layered manufacturing, and algebraic methods. The book is suitable for graduate students and researchers interested in geometric and algorithmic aspects of computer-aided design and manufacturing.

Algorithmic Information Theory

Автор: Gregory. J. Chaitin
Название: Algorithmic Information Theory
ISBN: 0521616042 ISBN-13(EAN): 9780521616041
Издательство: Cambridge Academ
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Цена: 4600 р.
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Описание: Chaitin, the inventor of algorithmic information theory, presents in this book the strongest possible version of G?¶del's incompleteness theorem, using an information theoretic approach based on the size of computer programs. One half of the book is concerned with studying the halting probability of a universal computer if its program is chosen by tossing a coin. The other half is concerned with encoding the halting probability as an algebraic equation in integers, a so-called exponential diophantine equation.

Universal Artificial Intelligence / Sequential Decisions Based on Algorithmic Probability

Автор: Hutter Marcus
Название: Universal Artificial Intelligence / Sequential Decisions Based on Algorithmic Probability
ISBN: 3540221395 ISBN-13(EAN): 9783540221395
Издательство: Springer
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Цена: 8881 р.
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Описание: This book presents sequential decision theory from a novel algorithmic information theory perspective. While the former is suited for active agents in known environments, the latter is suited for passive prediction in unknown environments. The book introduces these two different ideas and removes the limitations by unifying them to one parameter-free theory of an optimal reinforcement learning agent embedded in an unknown environment. Most AI problems can easily be formulated within this theory, reducing the conceptual problems to pure computational ones. Considered problem classes include sequence prediction, strategic games, function minimization, reinforcement and supervised learning. The discussion includes formal definitions of intelligence order relations, the horizon problem and relations to other approaches. One intention of this book is to excite a broader AI audience about abstract algorithmic information theory concepts, and conversely to inform theorists about exciting applications to AI.


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