Concepts and Methods for a Librarian of the Web, Mario Kubek
Автор: Ashok D. Belegundu, Tirupathi R. Chandrupatla Название: Optimization Concepts and Applications in Engineering ISBN: 1108424880 ISBN-13(EAN): 9781108424882 Издательство: Cambridge Academ Рейтинг: Цена: 16991 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Organizations and businesses strive toward excellence, and solutions to problems are based mostly on judgment and experience. However, increased competition and consumer demands require that the solutions be optimum and not just feasible. Theory leads to algorithms. Algorithms need to be translated into computer codes. Engineering problems need to be modeled. Optimum solutions are obtained using theory and computers, and then interpreted. Revised and expanded in its third edition, this textbook integrates theory, modeling, development of numerical methods, and problem solving, thus preparing students to apply optimization to real-world problems. This text covers a broad variety of optimization problems using: unconstrained, constrained, gradient, and non-gradient techniques; duality concepts; multi-objective optimization; linear, integer, geometric, and dynamic programming with applications; and finite element-based optimization. It is ideal for advanced undergraduate or graduate courses in optimization design and for practicing engineers.
Описание: Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with machine learning over language data, and the use of vector-based rather than symbolic representations for words. It also covers the computation-graph abstraction, which allows to easily define and train arbitrary neural networks, and is the basis behind the design of contemporary neural network software libraries.The second part of the book (Parts III and IV) introduces more specialized neural network architectures, including 1D convolutional neural networks, recurrent neural networks, conditioned-generation models, and attention-based models. These architectures and techniques are the driving force behind state-of-the-art algorithms for machine translation, syntactic parsing, and many other applications. Finally, we also discuss tree-shaped networks, structured prediction, and the prospects of multi-task learning.
Автор: Carlo A. Furia and Kirsten Winter Название: Integrated formal methods. ISBN: 3319989375 ISBN-13(EAN): 9783319989372 Издательство: Springer Рейтинг: Цена: 10988 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 14th International Conference on Integrated Formal Methods, IFM 2018, held in Maynooth, Ireland, in September 2018. The 17 full papers and 5 short papers presented together with 3 invited talks were carefully reviewed and selected from 60 submissions.
Автор: Klaus Havelund Название: formal methods ISBN: 3319955810 ISBN-13(EAN): 9783319955810 Издательство: Springer Рейтинг: Цена: 13364 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 22nd International Symposium on Formal Methods, FM 2018, held in Oxford, UK, in July 2018. The 44 full papers presented together with 2 invited papers were carefully reviewed and selected from 110 submissions.
Описание: Provides best-practise manual methods and links them tightly to up-to-date automation algorithms. This book includes tractable examples and explains key techniques. The book will enable readers to select and setup suitable methods for each design task - knowing their prerequisites, advantages and their limitations.
Описание: This books presents some of the most recent and advanced statistical methods used to analyse environmental and climate data, and addresses the spatial and spatio-temporal dimensions of the phenomena studied, the multivariate complexity of the data, and the necessity of considering uncertainty sources and propagation. The topics covered include: detecting disease clusters, analysing harvest data, change point detection in ground-level ozone concentration, modelling atmospheric aerosol profiles, predicting wind speed, precipitation prediction and analysing spatial cylindrical data. The volume presents revised versions of selected contributions submitted at the joint TIES-GRASPA 2017 Conference on Climate and Environment, which was held at the University of Bergamo, Italy. As it is chiefly intended for researchers working at the forefront of statistical research in environmental applications, readers should be familiar with the basic methods for analysing spatial and spatio-temporal data.
Автор: Peter L Falb Название: Direct Methods in Control Problems ISBN: 0817647228 ISBN-13(EAN): 9780817647223 Издательство: Springer Рейтинг: Цена: 11879 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The primary focus of this book is on explicating the direct method approach. Historically, direct methods have not been fully exploited in control problems. The key is constructing convergent minimizing families. Integration methods (for example the gradient method) and representation methods (such as the Ritz-Galerkin and Finite Element methods) are examined in this text in an abstract (with concrete examples) functional analytic way. The aim is to consider direct methods from a unified general point of view and to provide a stimulus for future research. Explicitly, implicitly and by example, potential areas of research interest are indicated.The book is a suitable reference for graduate students, researchers, applied mathematicians, and control engineers. Some of the material is of independent mathematical interest. The work may be used as a text for a graduate course or seminar on direct methods in control. A degree of mathematical sophistication and some knowledge of control theory is required.
Описание: As the world deals with increasing complexity -- in issues of sustainability, finance, culture and technology -- business and governments are searching for a form of problem solving that can deal with the unprecedented levels of ambiguity and chaos. Traditional "linear thinking" has been disparaged by the popular media as being inadequate for dealing with the global economic crisis. Standard forms of marketing and product development have been rejected by businesses who need to find a way to stay competitive in a global economy. Yet little has been offered as an alternative. It is not enough to demand that someone "be more innovative" without giving him the tools to succeed. Design synthesis is a way of thinking about complicated, multifaceted problems of this scale with a repeatable degree of success. Design synthesis methods can be applied in business, with the goal of producing new and compelling products and services, and they can be applied in government, with the goal of changing culture and bettering society. In both contexts, however, there is a need for speed and for aggressive action. This text is immediately relevant, and is more relevant than ever, as we acknowledge and continually reference a feeling of an impending and massive change. Simply, this text is intended to act as a practitioner's guide to exposing the magic of design. There are three simple goals for this text. The first goal is to present a theory of design synthesis in a simple and concise manner. This theory is based on academic research and discourse, but presented in a way that is clear and valuable to a practicing design manager, designer or design researcher. This theory of design synthesis can then be used to substantiate single methods of synthesis. The second goal is to offer a rationalization of why design synthesis is important, both in a general sense ("why should I care about this at all?") as well as in a more immediate sense ("why should I care about this right now?"). The final goal is to present a set of actionable, learnable methods for design synthesis that can be applied to any design problem. Practicing industrial designers, interaction designers, interface designers, and designers of other disciplines can use these methods to make sense of complicated design problems and to move seamlessly from various forms of research to design. The methods can add a systematic sense of rigor to an otherwise subjective, often introspective process.
Автор: Nadia Polikarpova and Steve Schneider Название: Integrated formal methods. ISBN: 3319668447 ISBN-13(EAN): 9783319668444 Издательство: Springer Рейтинг: Цена: 10394 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes the refereed proceedings of the 13th International Conference on Integrated Formal Methods, IFM 2017, held in Turin, Italy, in September 2017.The 24 full papers and 4 short papers presented were carefully reviewed and selected from 61 submissions.
Описание: Although the majority of information that is published by the current web is aimed at human consumption, the browsers which contain this information are only able to interpret HTML mark-up to visualise this content. Semantic web intends to address the stability between human and machine. <br><br><em>Advancing Information Management through Semantic Web Concepts and Ontologies</em> provides an analysis and introduction on the concept of combining the areas of semantic web and web mining. Emphasising semantics in technologies, reasoning, content searching and social media, this book aims to be an essential source for practitioners, researchers and academics alike.
Автор: Baliga Название: Advanced High Voltage Power Device Concepts ISBN: 1461402689 ISBN-13(EAN): 9781461402688 Издательство: Springer Рейтинг: Цена: 30532 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The devices described in “Advanced MOS-Gated Thyristor Concepts” are utilized in microelectronics production equipment, in power transmission equipment, and for very high power motor control in electric trains, steel-mills, etc. Advanced concepts that enable improving the performance of power thyristors are discussed here, along with devices with blocking voltage capabilities of 5,000-V, 10,000-V and 15,000-V. Throughout the book, analytical models are generated to allow a simple analysis of the structures and to obtain insight into the underlying physics. The results of two-dimensional simulations are provided to corroborate the analytical models and give greater insight into the device operation.
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