14th International Probabilistic Workshop, Robby Caspeele; Luc Taerwe; Dirk Proske

Автор: J?zsef Beck
Название: Probabilistic Diophantine Approximation
ISBN: 3319107402 ISBN-13(EAN): 9783319107400
Издательство: Springer
Рейтинг:
Цена: 16769.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book gives a comprehensive treatment of random phenomena and distribution results in diophantine approximation, with a particular emphasis on quadratic irrationals.

Автор: Koller Daphne, Friedman Nir
Название: Probabilistic Graphical Models: Principles and Techniques
ISBN: 0262013193 ISBN-13(EAN): 9780262013192
Издательство: MIT Press
Рейтинг:
Цена: 21161.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.

Most tasks require a person or an automated system to reason -- to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality.

Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.

Автор: Paul Kree; W. Wedig
Название: Probabilistic Methods in Applied Physics
ISBN: 3662140063 ISBN-13(EAN): 9783662140062
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book is an outcome of a European collaboration on applications of stochastical methods to problems of science and engineering. In particular the volume covers: simulation, stability theory, Lyapounov exponents, stochastic modelling, statistics on trajectories, parametric stochastic control, Fokker Planck equations, and Wiener filtering.

Автор: Guillermo L. G?mez M.
Название: Dynamic Probabilistic Models and Social Structure
ISBN: 9401051143 ISBN-13(EAN): 9789401051149
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: In this way classical analytical mechanics was able to establish some general results, gaining insight through explicit solution of some simple cases and developing various methods of approximation for handling more complicated ones.

Автор: Nikolaos Limnios; Dumitru Cezar Ionescu
Название: Statistical and Probabilistic Models in Reliability
ISBN: 1461272807 ISBN-13(EAN): 9781461272809
Издательство: Springer
Рейтинг:
Цена: 27950.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This volume consists of twenty-four papers selected by the editors from the sixty-one papers presented at the 1st International Conference on Mathemati cal Methods in Reliability held at the Politehnica University of Bucharest from 16 to 19 September 1997.

Автор: Giuseppe Calafiore; Fabrizio Dabbene
Название: Probabilistic and Randomized Methods for Design under Uncertainty
ISBN: 1849965528 ISBN-13(EAN): 9781849965521
Издательство: Springer
Рейтинг:
Цена: 41925.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Probabilistic and Randomized Methods for Design under Uncertainty is a collection of contributions from the world`s leading experts in a fast-emerging branch of control engineering and operations research.

Автор: Poul Henrik Damgaard; H. H?ffel; A. Rosenblum
Название: Probabilistic Methods in Quantum Field Theory and Quantum Gravity
ISBN: 1461366860 ISBN-13(EAN): 9781461366867
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Proceedings of a NATO ARW held in Cargese, France, August 21-27, 1989

Автор: Rodrigo Banuelos; Charles N. Moore
Название: Probabilistic Behavior of Harmonic Functions
ISBN: 3034897456 ISBN-13(EAN): 9783034897457
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Автор: Ren? Carmona; Fran?ois Delarue
Название: Probabilistic Theory of Mean Field Games with Applications I
ISBN: 3319564374 ISBN-13(EAN): 9783319564371
Издательство: Springer
Рейтинг:
Цена: 19496.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This two-volume book offers a comprehensive treatment of the probabilistic approach to mean field game models and their applications.