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Computational Intelligence
44,99 € *
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Die Autoren behandeln umfassend zentrale Themen der Informatik von Künstlichen Neuronalen Netzen, über Evolutionäre Algorithmen bis hin zu Fuzzy-Systemen und Bayes-Netzen. Denn: Der Anwendungsbereich ´´Computational Intelligence´´ erlangt durch viele erfolgreiche industrielle Produkte immer mehr an Bedeutung. Dieses Buch behandelt die zentralen Techniken dieses Gebiets und bettet sie in ein didaktisches Konzept ein, welches sich gezielt an Studierende und Lehrende der Informatik wendet. Für die vorliegende 2. Auflage des Buches wurden alle Themenbereiche überarbeitet, aktualisiert und zum Teil erweitert. Zusatzmaterialen wie Aufgaben, Lösungen und Foliensätze für Vorlesungen sowie Beispiele aus der industriellen Anwendung betonen den praktischen Charakter des Buches.

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Stand: 13.05.2019
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Matters Computational
132,99 € *
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This is a book for computationalists, whether working programmers or anyone interested in methods of computation and algorithms. Where necessary, the underlying ideas are explained and the algorithms are formally presented. The C++ programming language is used for low-level algorithms, and there is only a minimal set of features beyond plain C. For material, where technicalities in the C++ code would obscure the underlying ideas, the author presents either pseudo-code or, with arithmetical algorithms, the GP language. Appendix C includes an introduction to GP. Example computations are mostly given with algorithms, some of them made with programs the author refers to. Various optimization techniques are described and the actual performance of many given implementations is indicated. The accompanying software, the FXT and the hfloat libraries, are written for POSIX-compliant platforms such as the Linux and BSD operating systems.

Anbieter: buecher.de
Stand: 13.05.2019
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Computational Thinking
15,99 € *
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An addition to the ´´MIT Press Essential Knowledge Series´´ tracing the development of computational thinking back to a juncture centuries prior to the digital computer.

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Stand: 13.05.2019
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Computational Geometry
37,40 € *
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This introduction to computational geometry focuses on algorithms. Motivation is provided from the application areas as all techniques are related to particular applications in robotics, graphics, CAD/CAM, and geographic information systems. Modern insights in computational geometry are used to provide solutions that are both efficient and easy to understand and implement.

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Stand: 13.05.2019
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Computational Commutative Algebra 1
62,99 € *
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This introduction to polynomial rings, Gröbner bases and applications bridges the gap in the literature between theory and actual computation. It details numerous applications, covering fields as disparate as algebraic geometry and financial markets. To aid in a full understanding of these applications, more than 40 tutorials illustrate how the theory can be used. The book also includes many exercises, both theoretical and practical. This is a book about Gröbner bases and their applications. It contains 3 chapters, 20 sections, 44 tutorials, 165 exercises, and numerous further amusements. It is going to help you bridge the gap between theoretical computer algebra and actual computation. We hope you will have as much fun reading it as the authors had writing it! From the reviews: ´´This is one of the most refreshing mathematical books I have ever held in my hands. This is academic teaching at its best; if I had not seen it, I would not have believed that it could be done so well.´´ (Hans Stetter, IMN - Internationale Mathematische Nachrichten 2003) ´´Every paragraph of the book shows how much the authors have enjoyed translating into printed matter the outcome of a long, large, deep and personal relation with computationally oriented commutative algebra. And the result is a non-standard, elementary and self-contained introduction to the theory of Gröbner bases and its applications.´´ (Laureano González-Vega and Tomás Recio, ACM SIGSAM Bulletin 2004) ´´The style of this book merits a comment. Each section begins with a quotation and an overview in which ´´Italian imagination overtakes German rigor´´. These introductions and the following main bodies of each section are well written, engaging and often amusing. The book is a pleasure to read.´´ (John Little, Mathematical Reviews 2001)

Anbieter: buecher.de
Stand: 13.05.2019
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Syntactic n-grams in Computational Linguistics
41,99 € *
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This book is about a new approach in the field of computational linguistics related to the idea of constructing n-grams in non-linear manner, while the traditional approach consists in using the data from the surface structure of texts, i.e., the linear structure. In this book, we propose and systematize the concept of syntactic n-grams, which allows using syntactic information within the automatic text processing methods related to classification or clustering. It is a very interesting example of application of linguistic information in the automatic (computational) methods. Roughly speaking, the suggestion is to follow syntactic trees and construct n-grams based on paths in these trees. There are several types of non-linear n-grams; future work should determine, which types of n-grams are more useful in which natural language processing (NLP) tasks. This book is intended for specialists in the field of computational linguistics. However, we made an effort to explain in a clear manner how to use n-grams; we provide a large number of examples, and therefore we believe that the book is also useful for graduate students who already have some previous background in the field.

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Stand: 13.05.2019
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Computational Intelligence in Music, Sound, Art...
47,99 € *
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This book constitutes the refereed proceedings of the 8th International Conference on Evolutionary Computation in Combinatorial Optimization, EvoMUSART 2019, held in Leipzig, Germany, in April 2019, co-located with the Evo 2019 events EuroGP, EvoCOP and EvoApplications. The 16 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers cover a wide range of topics and application areas, including: visual art and music generation, analysis, and interpretation; sound synthesis; architecture; video; poetry; design; and other creative tasks.

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Stand: 13.05.2019
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The Art of High Performance Computing for Compu...
95,99 € *
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This book provides basic and practical techniques of parallel computing and related methods of numerical analysis for researchers who conduct numerical calculation and simulation. Although the techniques provided in this book are field-independent, these methods can be used in fields such as physics, chemistry, biology, earth sciences, space science, meteorology, disaster prevention, and manufacturing. In particular, those who develop software code in these areas will find this book useful. The contents are suitable for graduate students and researchers in computational science rather than novices at programming or informed experts in computer science. Starting with an introduction to the recent trends in computer architecture and parallel processing, Chapter 1 explains the basic knowledge of speedup programs with simple examples of numerical computing. Chapters 2 - 4 detail the basics of parallel programming, the message passing interface (MPI), and OpenMP and discuss hybrid parallelization techniques. Showing an actual example of adaptation, Chapter 5 gives an overview of performance tuning and communication optimizations. To deal with dense matrix calculations, Chapter 6 details the basics and practice of linear algebra calculation libraries BLAS and LAPACK, including some examples that can be easily reproduced by readers using free software. Focusing on sparse matrix calculations, Chapter 7 explains high performance algorithms for numerical linear algebra. Chapter 8 introduces the fast Fourier transform in large-scale systems from the basics. Chapter 9 explains optimization and related topics such as debug methods and version control systems. Chapter 10 discusses techniques for increasing computation accuracy as an essential topic in numerical calculation. This is the first of the two volumes that grew out of a series of lectures in the K computer project in Japan. The second volume will focus on advanced techniques and examples of applications in materials science.

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Stand: 19.05.2019
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Quantum Computing verstehen
34,99 € *
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Nach der technologischen Revolution, die die Erfindung des Computers ausgelöst hat, steht mit der Zusammenführung von Computing und Quantenmechanik die nächste bevor: Quantum Computing. Anschaulich und auf Beispiele gestützt führt dieses Buch in die Grundlagen des Quantum Computing ein. Was ein Quantencomputer ist und was er kann wird anhand von Algorithmen erläutert, also anhand von konkreten Rechenverfahren. Dieser an den Grundlagen orientierte Zugang befähigt Leserinnen und Leser aktuelle und auch künftige Entwicklungen einzuordnen. Um zu verstehen, wie Quantencomputer rechnen, erklärt der Autor, der als Professor für Informatik an der TH Brandenburg lehrt, zunächst die einfachen quantenmechanischen Prinzipien und stellt diese so anwendungsorientiert wie nur möglich dar. Neben den einführenden Kapiteln, die selbst grundlegende Begriffe wie Berechnung oder Algorithmus ausführlich erläutern, widmen sich die folgenden Kapitel 5 bis 8 den Anwendungen des Quantum Computing. Alle wesentlichen Ergebnisse wie etwa Grovers Suchalgorithmus oder Shors Faktorisierungsalgorithmus werden detailliert und intuitiv verständlich dargestellt. Zudem werden Ergebnisse der Forschung wie Teleportation und Quantenkryptographie präsentiert. Diese Kapitel vermitteln vertiefendes Wissen als Vorbereitung auf die Lektüre der Forschungsliteratur. Für alle, die sich noch einmal die mathematischen Grundlagen ins Gedächtnis rufen wollen, bietet der Anhang eine knappe Darstellung zum Nachschlagen. Das Buch erscheint in der Reihe ´´Computational Intelligence´´ und richtet sich an Studierende der Informatik, aber auch an alle anderen Interessierten. Für die 5. Auflage wurde das Buch vollständig durchgesehen und aktualisiert. Neu hinzugekommen ist das Thema Fehlerkorrektur für Quantenbits.

Anbieter: buecher.de
Stand: 13.05.2019
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