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44 produkter

Fuzzy Cluster Analysis
Methods for Classification, Data Analysis and Image Recognition
AvFrank Höppner,Frank Klawonnm. fl.
Inbunden, Engelska, 1999
2 567 kr
Skickas inom 5-8 vardagar
Provides a timely and important introduction to fuzzy cluster analysis, its methods and areas of application, systematically describing different fuzzy clustering techniques so the user may choose methods appropriate for his problem. It provides a very thorough overview of the subject and covers classification, image recognition, data analysis and rule generation. The application examples are highly relevant and illustrative, and the use of the techniques are justified and well thought-out. Features include: * Sections on inducing fuzzy if-then rules by fuzzy clustering and non-alternating optimization fuzzy clustering algorithms * Discussion of solid fuzzy clustering techniques like the fuzzy c-means, the Gustafson-Kessel and the Gath-and-Geva algorithm for classification problems * Focus on linear and shell clustering techniques used for detecting contours in image analysis * Accompanying software and data sets pertaining to the examples presented, enabling the reader to learn through experimentation * Examination of the difficulties involved in evaluating the results of fuzzy cluster analysis and of determining the number of clusters with analysis of global and local validity measures This is one of the most comprehensive books on fuzzy clustering and will be welcomed by computer scientists, engineers and mathematicians in industry and research who are concerned with different methods, data analysis, pattern recognition or image processing. It will also give graduate students in computer science, mathematics or statistics a valuable overview.
Guide to Intelligent Data Analysis
How to Intelligently Make Sense of Real Data
AvMichael R. Berthold,Christian Borgeltm. fl.
Häftad, Engelska, 2012
918 kr
Skickas inom 5-8 vardagar
Each passing year bears witness to the development of ever more powerful computers, increasingly fast and cheap storage media, and even higher bandwidth data connections. This makes it easy to believe that we can now – at least in principle – solve any problem we are faced with so long as we only have enough data.Yet this is not the case. Although large databases allow us to retrieve many different single pieces of information and to compute simple aggregations, general patterns and regularities often go undetected. Furthermore, it is exactly these patterns, regularities and trends that are often most valuable.To avoid the danger of “drowning in information, but starving for knowledge” the branch of research known as data analysis has emerged, and a considerable number of methods and software tools have been developed. However, it is not these tools alone but the intelligent application of human intuition in combination with computational power, of sound background knowledge with computer-aided modeling, and of critical reflection with convenient automatic model construction, that results in successful intelligent data analysis projects. Guide to Intelligent Data Analysis provides a hands-on instructional approach to many basic data analysis techniques, and explains how these are used to solve data analysis problems.Topics and features: guides the reader through the process of data analysis, following the interdependent steps of project understanding, data understanding, data preparation, modeling, and deployment and monitoring; equips the reader with the necessary information in order to obtain hands-on experience of the topics under discussion; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; includes numerous examples using R and KNIME, together with appendices introducing the open source software; integrates illustrations and case-study-style examplesto support pedagogical exposition.This practical and systematic textbook/reference for graduate and advanced undergraduate students is also essential reading for all professionals who face data analysis problems. Moreover, it is a book to be used following one’s exploration of it.Dr. Michael R. Berthold is Nycomed-Professor of Bioinformatics and Information Mining at the University of Konstanz, Germany. Dr. Christian Borgelt is Principal Researcher at the Intelligent Data Analysis and Graphical Models Research Unit of the European Centre for Soft Computing, Spain. Dr. Frank Höppner is Professor of Information Systems at Ostfalia University of Applied Sciences, Germany. Dr. Frank Klawonn is a Professor in the Department of Computer Science and Head of the Data Analysis and Pattern Recognition Laboratory at Ostfalia University of Applied Sciences, Germany. He is also Head of the Bioinformatics and Statistics group at the Helmholtz Centre for Infection Research, Braunschweig, Germany.
Introduction to Computer Graphics
Using Java 2D and 3D
AvFrank Klawonn
E-bok
PDF, Engelska, 2012
444 kr
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This book is an essential tool for second-year undergraduate students and above, providing clear and concise explanations of the basic concepts of computer graphics, and enabling the reader to immediately implement these concepts in Java 2D and/or 3D with only elementary knowledge of the programming language. Features: provides an ideal, self-contained introduction to computer graphics, with theory and practice presented in integrated combination; presents a practical guide to basic computer graphics programming using Java 2D and 3D; includes new and expanded content on the integration of text in 3D, particle systems, billboard behaviours, dynamic surfaces, the concept of level of detail, and the use of functions of two variables for surface modelling; contains many pedagogical tools, including numerous easy-to-understand example programs and end-of-chapter exercises; supplies useful supplementary material, including additional exercises, solutions, and program examples, at an associated website.
Computational Intelligence
A Methodological Introduction
AvPascal Held,Matthias Steinbrecherm. fl.
E-bok
PDF, Engelska, 2013
861 kr
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This clearly-structured, classroom-tested textbook/reference presents a methodical introduction to the field of CI. Providing an authoritative insight into all that is necessary for the successful application of CI methods, the book describes fundamental concepts and their practical implementations, and explains the theoretical background underpinning proposed solutions to common problems. Only a basic knowledge of mathematics is required. Features: provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools; contains numerous examples and definitions throughout the text; presents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networks; covers the latest approaches, including ant colony optimization and probabilistic graphical models; written by a team of highly-regarded experts in CI, with extensive experience in both academia and industry.
Computational Intelligence
A Methodological Introduction
AvRudolf Kruse,Christian Borgeltm. fl.
Häftad, Engelska, 2015
902 kr
Skickas inom 5-8 vardagar
This clearly-structured, classroom-tested textbook/reference presents a methodical introduction to the field of CI. Providing an authoritative insight into all that is necessary for the successful application of CI methods, the book describes fundamental concepts and their practical implementations, and explains the theoretical background underpinning proposed solutions to common problems. Only a basic knowledge of mathematics is required. Features: provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools; contains numerous examples and definitions throughout the text; presents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networks; covers the latest approaches, including ant colony optimization and probabilistic graphical models; written by a team of highly-regarded experts in CI, with extensive experience in both academia and industry.
Introduction to Computer Graphics
Using Java 2D and 3D
AvFrank Klawonn
E-bok
PDF, Engelska, 2008
439 kr
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Computer graphics comprises the creation and representation of simple graphical elements and images as well as modern techniques for virtual reality. In order to apply computer graphics techniques correctly, a basic understanding of the fundamental concepts is required.
This book provides an introduction to the most important basic concepts coupling the technical background and theory immediately with practical examples and applications. The reader can follow up the theory and then literally see the theory at work in numerous example programs. With only elementary knowledge of the programming language Java, the reader will be able to create his or her own images and animations immediately using Java 2D and Java 3D.
Written for second year undergraduate and above students, this book will be an essential tool for those studying computer science and computer engineering. A website for this book includes programs with source code, exercises with solutions and slides as teaching material.
Guide to Intelligent Data Analysis
How to Intelligently Make Sense of Real Data
AvFrank Klawonn,Frank Hoppnerm. fl.
E-bok
PDF, Engelska, 2010
903 kr
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Each passing year bears witness to the development of ever more powerful computers, increasingly fast and cheap storage media, and even higher bandwidth data connections. This makes it easy to believe that we can now – at least in principle – solve any problem we are faced with so long as we only have enough data.Yet this is not the case. Although large databases allow us to retrieve many different single pieces of information and to compute simple aggregations, general patterns and regularities often go undetected. Furthermore, it is exactly these patterns, regularities and trends that are often most valuable.To avoid the danger of “drowning in information, but starving for knowledge” the branch of research known as data analysis has emerged, and a considerable number of methods and software tools have been developed. However, it is not these tools alone but the intelligent application of human intuition in combination with computational power, of sound background knowledge with computer-aided modeling, and of critical reflection with convenient automatic model construction, that results in successful intelligent data analysis projects. Guide to Intelligent Data Analysis provides a hands-on instructional approach to many basic data analysis techniques, and explains how these are used to solve data analysis problems.Topics and features: guides the reader through the process of data analysis, following the interdependent steps of project understanding, data understanding, data preparation, modeling, and deployment and monitoring; equips the reader with the necessary information in order to obtain hands-on experience of the topics under discussion; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; includes numerous examples using R and KNIME, together with appendices introducing the open source software; integrates illustrations and case-study-style examplesto support pedagogical exposition.This practical and systematic textbook/reference for graduate and advanced undergraduate students is also essential reading for all professionals who face data analysis problems. Moreover, it is a book to be used following one’s exploration of it.Dr. Michael R. Berthold is Nycomed-Professor of Bioinformatics and Information Mining at the University of Konstanz, Germany. Dr. Christian Borgelt is Principal Researcher at the Intelligent Data Analysis and Graphical Models Research Unit of the European Centre for Soft Computing, Spain. Dr. Frank Höppner is Professor of Information Systems at Ostfalia University of Applied Sciences, Germany. Dr. Frank Klawonn is a Professor in the Department of Computer Science and Head of the Data Analysis and Pattern Recognition Laboratory at Ostfalia University of Applied Sciences, Germany. He is also Head of the Bioinformatics and Statistics group at the Helmholtz Centre for Infection Research, Braunschweig, Germany.
Guide to Intelligent Data Science
How to Intelligently Make Use of Real Data
AvMichael R. Berthold,Christian Borgeltm. fl.
Inbunden, Engelska, 2020
919 kr
Skickas inom 10-15 vardagar
Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results.Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to many data science techniques, and explains how these are used to solve real world problems. The work balances the practical aspects of applying and using data science techniques with the theoretical and algorithmic underpinnings from mathematics and statistics. Major updates on techniques and subject coverage (including deep learning) are included.Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring; includes numerous examples using the open source KNIME Analytics Platform, together with an introductory appendix; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; integrates illustrations and case-study-style examples to support pedagogical exposition; supplies further tools and information at an associated website.This practical and systematic textbook/reference is a “need-to-have” tool for graduate and advanced undergraduate students and essential reading for all professionals who face data science problems. Moreover, it is a “need to use, need to keep” resource following one's exploration of thesubject.
Guide to Intelligent Data Science
How to Intelligently Make Use of Real Data
AvRosaria Silipo,Frank Klawonnm. fl.
E-bok
PDF, Engelska, 2020
821 kr
Läs direkt efter köp
Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results.
Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to many data science techniques, and explains how these are used to solve real world problems. The work balances the practical aspects of applying and using data science techniques with the theoretical and algorithmic underpinnings from mathematics and statistics. Major updates on techniques and subject coverage (including deep learning) are included.
Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring; includes numerous examples using the open source KNIME Analytics Platform, together with an introductory appendix; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; integrates illustrations and case-study-style examples to support pedagogical exposition; supplies further tools and information at an associated website.
This practical and systematic textbook/reference is a “need-to-have” tool for graduate and advanced undergraduate students and essential reading for all professionals who face data science problems. Moreover, it is a “need to use, need to keep” resource following one''s exploration of thesubject.
Guide to Intelligent Data Science
How to Intelligently Make Use of Real Data
AvMichael R. Berthold,Christian Borgeltm. fl.
Häftad, Engelska, 2021
657 kr
Skickas inom 10-15 vardagar
Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results.Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to many data science techniques, and explains how these are used to solve real world problems. The work balances the practical aspects of applying and using data science techniques with the theoretical and algorithmic underpinnings from mathematics and statistics. Major updates on techniques and subject coverage (including deep learning) are included.Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring; includes numerous examples using the open source KNIME Analytics Platform, together with an introductory appendix; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; integrates illustrations and case-study-style examples to support pedagogical exposition; supplies further tools and information at an associated website.This practical and systematic textbook/reference is a “need-to-have” tool for graduate and advanced undergraduate students and essential reading for all professionals who face data science problems. Moreover, it is a “need to use, need to keep” resource following one's exploration of thesubject.
Introduction to Computer Graphics
Using OpenGL and Java
AvKarsten Lehn,Merijam Gotzesm. fl.
Häftad, Engelska, 2023
520 kr
Skickas inom 10-15 vardagar
A basic understanding of the key techniques in computer graphics can open the door to this exciting field and its many applications, including for video games and for augmented and virtual reality.This easy-to-follow textbook and reference introduces the fundamental concepts of computer graphics, integrating both technical background and theory with practical examples and applications throughout. Thoroughly revised and updated, this new edition continues to present a user-friendly approach to creating images and animations, complementing the expanded coverage of topics with usage of example programs and exercises.Topics and features:Contains pedagogical tools, including easy-to-understand example programs and end-of-chapter exercisesPresents a practical guide to basic computer graphics programming using the Open Graphics Library (OpenGL) and the widely used Java programming languageIncludes new and expanded content on the OpenGL graphics pipelines, shader programming, drawing basic objects using the OpenGL, three-dimensional modelling, quaternions, rasterisation, antialiasing and moreSupplies complete Java project examples as supplementary materialThis reader-friendly textbook is an essential tool for second-year undergraduate students and above, providing clear and concise explanations of the basic concepts of computer graphics. It will enable readers to immediately implement these concepts using the OpenGL and Java (with only elementary knowledge of the programming language).Prof. Dr.-Ing. Karsten Lehn works at the Faculty of Information Technology at Fachhochschule Dortmund, University of Applied Sciences and Arts. Prof. Dr. Merijam Gotzes is teaching at Hamm-Lippstadt University of Applied Sciences. Prof. Dr. Frank Klawonn is head of the Data Analysis and Pattern Recognition Laboratory at the Ostfalia University of Applied Sciences and heads the Biostatistics Research Group at the Helmholtz Centre for Infection Research.
Introduction to Computer Graphics
Using OpenGL and Java
AvFrank Klawonn,Merijam Gotzesm. fl.
E-bok
Engelska, 2023
585 kr
Läs direkt efter köp
A basic understanding of the key techniques in computer graphics can open the door to this exciting field and its many applications, including for video games and for augmented and virtual reality.
This easy-to-follow textbook and reference introduces the fundamental concepts of computer graphics, integrating both technical background and theory with practical examples and applications throughout. Thoroughly revised and updated, this new edition continues to present a user-friendly approach to creating images and animations, complementing the expanded coverage of topics with usage of example programs and exercises.
Topics and features:
Contains pedagogical tools, including easy-to-understand example programs and end-of-chapter exercisesPresents a practical guide to basic computer graphics programming using the Open Graphics Library (OpenGL) and the widely used Java programming languageIncludes new and expanded content on the OpenGL graphics pipelines, shader programming, drawing basic objects using the OpenGL, three-dimensional modelling, quaternions, rasterisation, antialiasing and moreSupplies complete Java project examples as supplementary material
This reader-friendly textbook is an essential tool for second-year undergraduate students and above, providing clear and concise explanations of the basic concepts of computer graphics. It will enable readers to immediately implement these concepts using the OpenGL and Java (with only elementary knowledge of the programming language).
Prof. Dr.-Ing. Karsten Lehn works at the Faculty of Information Technology at Fachhochschule Dortmund, University of Applied Sciences and Arts. Prof. Dr. Merijam Gotzes is teaching at Hamm-Lippstadt University of Applied Sciences. Prof. Dr. Frank Klawonn is head of the Data Analysis and Pattern Recognition Laboratory at the Ostfalia University of Applied Sciences and heads the Biostatistics Research Group at the Helmholtz Centre for Infection Research.
Del 9937 - Lecture Notes in Computer Science
Intelligent Data Engineering and Automated Learning – IDEAL 2016
17th International Conference, Yangzhou, China, October 12–14, 2016, Proceedings
AvHujun Yin,Yang Gaom. fl.
Häftad, Engelska, 2016
577 kr
Skickas inom 10-15 vardagar
This book constitutes the refereed proceedings of the 17 International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2016, held in Yangzhou, China, in October 2016. The 68 full papers presented were carefully reviewed and selected from 115 submissions. They provide a valuable and timely sample of latest research outcomes in data engineering and automated learning ranging from methodologies, frameworks, and techniques to applications including various topics such as evolutionary algorithms; deep learning; neural networks; probabilistic modeling; particle swarm intelligence; big data analysis; applications in regression, classification, clustering, medical and biological modeling and predication; text processing and image analysis.
Intelligent Data Engineering and Automated Learning - IDEAL 2016
17th International Conference, Yangzhou, China, October 12–14, 2016, Proceedings
AvAntonio J. Tallon-Ballesteros,Frank Klawonnm. fl.
E-bok
PDF, Engelska, 2016
732 kr
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This book constitutes the refereed proceedings of the 17 International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2016, held in Yangzhou, China, in October 2016.
The 68 full papers presented were carefully reviewed and selected from 115 submissions. They provide a valuable and timely sample of latest research outcomes in data engineering and automated learning ranging from methodologies, frameworks, and techniques to applications including various topics such as evolutionary algorithms; deep learning; neural networks; probabilistic modeling; particle swarm intelligence; big data analysis; applications in regression, classification, clustering, medical and biological modeling and predication; text processing and image analysis.
Neuro-Fuzzy-Systeme
Von den Grundlagen künstlicher Neuronaler Netze zur Kopplung mit Fuzzy-Systemen
AvRudolf Kruse,Frank Klawonnm. fl.
E-bok
PDF, Tyska, 2013
355 kr
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Fuzzy-Systeme
AvJorg Gebhardt,Frank Klawonn
E-bok
PDF, Tyska, 2013
452 kr
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Fuzzy-Clusteranalyse
Verfahren für die Bilderkennung, Klassifizierung und Datenanalyse
AvRudolf Kruse,Frank Klawonnm. fl.
E-bok
PDF, Tyska, 2013
452 kr
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Evolutionäre Algorithmen
Genetische Algorithmen — Strategien und Optimierungsverfahren — Beispielanwendungen
AvRudolf Kruse,Frank Klawonnm. fl.
E-bok
PDF, Tyska, 2013
316 kr
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Grundkurs Computergrafik mit Java
Die Grundlagen verstehen und einfach umsetzen mit Java 3D
AvFrank Klawonn
E-bok
PDF, Tyska, 2012
559 kr
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In der frühen Phase der Computergrafik oder der grafischen Datenverarbeitung beschäftigten sich primär Experten mit diesem Gebiet, etwa im Bereich des Computer Aided Design (CAD). Heutzutage kommt jeder Computer-Nutzer mit Computergrafik in Berührung. Dies beginnt bei grafischen Betriebssystemen und grafischen Oberflächen, schließt Visualisierungen von einfachen Balkendiagram men bis hin zu dynamischen dreidimensionalen Darstellungen zeitlicher Abläufe, wie Strömungen oder Winde, ein und umfasst ebenso den populären Bereich der Computerspiele. Auch wenn man selbst keinen Computer nutzt, begegnet man der Computergrafik im Kino oder im Fernsehen, wo Teile von Bildern, einzelne Szenen oder ganze Filme mittels grafischer Datenverarbeitung erstellt werden. Ermöglicht wurde all dies zum einen durch die heute verfügbare leistungsfähige Hardware in Form von schnellen Prozessoren, großzügigem Speicher und spe ziellen Grafikkarten. Zum anderen sind aber auch effiziente Algorithmen und einfach zu handhabende Programmmierwerkzeuge erforderlich. Standard-PC''s reichen inzwischen aus, um eigene grafische Anwendungen und Animationen zu erstellen. Dazu gibt es frei verfügbare Programmierplattformen wie beispielswei se OpenGL oder Java 3D. Neben grundlegenden Programmierkenntnissen er fordert die Benutzung dieser Werkzeuge zumindest ein elementares Verständnis der Konzepte, Verfahren und Hintergründe der grafischen Datenverarbeitung.
Fuzzy-Systeme
AvFrank Klawonn,Jörg Gebhardt
Häftad, Tyska, 1995
834 kr
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Fuzzy-Clusteranalyse
Verfahren für die Bilderkennung, Klassifizierung und Datenanalyse
AvFrank Höppner,Frank Klawonnm. fl.
Häftad, Tyska, 1997
472 kr
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Dieses Buch ist das Standardwerk zu einem neuen Bereich der angewandten Fuzzy-Technologie, der Fuzzy-Clusteranalyse. Diese beinhaltet Verfahren der Mustererkennung zur Gruppierung und Strukturierung von Daten. Dabei werden im Gegensatz zu klassischen Clustering-Techniken die Daten nicht eindeutig zu Klassen zugeordnet, sondern Zugehorigkeitsgrade bestimmt, so dass die Fuzzy-Verfahren robust gegenuber gestorten oder verrauschten Daten sind und fliessende Klassenubergange handhaben konnen. Dieses Werk gibt eine methodische Einfuhrung in die zahlreichen Fuzzy-Clustering-Algorithmen mit ihren Anwendungen in den Bereichen Datenanalyse, Erzeugung von Regeln fur Fuzzy-Regler, Klassifikations- und Approximationsprobleme sowie eine ausfuhrliche Darstellung des Shell-Clustering zur Erkennung von geometrischen Konturen in Bildern.
Evolutionäre Algorithmen
Genetische Algorithmen — Strategien und Optimierungsverfahren — Beispielanwendungen
AvIngrid Gerdes,Frank Klawonnm. fl.
Häftad, Tyska, 2004
348 kr
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Evolutionäre Algorithmen bilden eine Klasse sehr universeller Werkzeuge zur Lösung von Optimierungsproblemen. Mit diesem Buch lernen Sie alles Wesentliche über dieses spannende Gebiet - ausgehend von den Grundlagen bis hin in die Anwendung. Es geht um Techniken wie genetische Algorithmen, Evolutionsstrategien und genetische Programmierung. Gewinnen Sie ein klares Verständnis der zugrunde liegenden strategischen Arbeitsweise der einzelnen Algorithmen. Dies schafft die Voraussetzung für den effizienten Einsatz der Optimierungsverfahren in der Praxis. Die Beispielanwendungen, insbesondere aus dem Bereich der Optimierung von Fuzzy-Systemen, veranschaulichen und vertiefen die vermittelten Kenntnisse. Ein Buch für Studium und Selbststudium - Ergebnis jahrelanger Tätigkeit in Lehre, Forschung und Anwendung.
Neuro-Fuzzy-Systeme
Von den Grundlagen künstlicher Neuronaler Netze zur Kopplung mit Fuzzy-Systemen
AvDetlef Nauck,Christian Borgeltm. fl.
Häftad, Tyska, 2003
421 kr
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Eines der spannendsten Themen im Bereich intelligenter Systeme - von namhaften Autoren geschrieben - zum Lernen und Nachschlagen. Das Buch führt in das Thema der Neuronalen Netze ein und weist darüber hinaus den Weg bis zum vollen Verständnis modernster Fuzzy-Systeme. Neuronale Netze sind ein wichtiges Werkzeug in den Bereichen der Datenanalyse und Mustererkennung. Ursprünglich durch das biologische Vorbild inspiriert, wurde eine Vielfalt neuronaler Netze für verschiedenste Anwendungen entwickelt. Ihre Kopplung mit Fuzzy-Systemen führt zu den sogenannten Neuro-Fuzzy-Systemen. Diese weisen die Lernfähigkeit Neuronaler Netze auf und bieten gleichzeitig den Vorteil einer transparenten regelbasierten Struktur. Sie sind daher besonders vorteilhaft für Anwendungsbereiche, in denen verständliche Lösungen aus Daten erzeugt werden müssen.
Soft Computing: Methodologies and Applications
AvFrank Hoffmann,Mario Köppenm. fl.
Häftad, Engelska, 2005
2 286 kr
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This carefully edited book covers a wide range of application areas of soft computing such as optimization, data analysis and data mining, fault diagnosis, control as well as traffic and transportation systems. It contains 25 revised contributions from the 8th Online World Conferences on Soft Computing (WSC8). The collected papers show how the major soft computing techniques, fuzzy systems, neural networks and evolutionary algorithms and especially hybrid systems combining methods from these fields, lead to successful industrial applications. The reader will find an interesting, inspiring and wide variety of soft computing techniques and applications in this book.
Del 200 - Studies in Fuzziness and Soft Computing
Fuzzy Control
Fundamentals, Stability and Design of Fuzzy Controllers
AvKai Michels,Frank Klawonnm. fl.
Inbunden, Engelska, 2006
1 146 kr
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“Fuzzy Control - the revolutionary computer technology that is changing our world” - these and other headlines could be read when in the early 90’s news from Japan came over telling us about the success of fuzzy controllers. The idea which was put into practice had been suggested by Lot? A. Zadeh in Berkeley in 1965. It had been developed and tested in some practical - plications, especially in Europe. In Japan fuzzy control was celebrated as a technology re?ecting the Japanese way of thinking by its unsharpness and - plicitoverlappingofseveralstatements. Anewtechnologyboomwaspredicted for Japan which would make Europe lose ground. Consequently, this news created unrest. Research projects were initiated and development departments were engaged to translate fuzzy control into products. Adversaries and supporters hurried up to inform themselves and intensely discussed whether the “conventional” or the fuzzy control were the better alternative. Finally, the excitement cooled down since in recent years fuzzy control was analyzed fromthe classical pointofview. Thus,amoreobjective evaluation of its strong and weak points was possible. Furthermore, it was shown how fuzzy systems could be put to use in the steering level which is the level above the control loop, especially in interaction with other methods of soft computing and arti?cial intelligence. Based on these fundamentals, the aim of this book is to support the convenient use of fuzzy controllers and fuzzy systems in the branch of control engineering and automation systems.
Fuzzy Control
Fundamentals, Stability and Design of Fuzzy Controllers
AvAndreas Nurnberger,Rudolf Krusem. fl.
E-bok
PDF, Engelska, 2007
1 427 kr
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“Fuzzy Control - the revolutionary computer technology that is changing our world” - these and other headlines could be read when in the early 90’s news from Japan came over telling us about the success of fuzzy controllers. The idea which was put into practice had been suggested by Lot? A. Zadeh in Berkeley in 1965. It had been developed and tested in some practical - plications, especially in Europe. In Japan fuzzy control was celebrated as a technology re?ecting the Japanese way of thinking by its unsharpness and - plicitoverlappingofseveralstatements. Anewtechnologyboomwaspredicted for Japan which would make Europe lose ground. Consequently, this news created unrest. Research projects were initiated and development departments were engaged to translate fuzzy control into products. Adversaries and supporters hurried up to inform themselves and intensely discussed whether the “conventional” or the fuzzy control were the better alternative. Finally, the excitement cooled down since in recent years fuzzy control was analyzed fromthe classical pointofview. Thus,amoreobjective evaluation of its strong and weak points was possible. Furthermore, it was shown how fuzzy systems could be put to use in the steering level which is the level above the control loop, especially in interaction with other methods of soft computing and arti?cial intelligence. Based on these fundamentals, the aim of this book is to support the convenient use of fuzzy controllers and fuzzy systems in the branch of control engineering and automation systems.
Soft Computing: Methodologies and Applications
AvRajkumar Roy,Frank Klawonnm. fl.
E-bok
PDF, Engelska, 2006
2 862 kr
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The series of Online World Conferences on Soft Computing (WSC) is organized by the World Federation of Soft Computing (WFSC) and has become an established annual event in the academic calendar and was already held for the 8th time in 2003. Starting as a small workshop held at Nagoya University, Japan in 1994 it has - tured to the premier online event on soft computing in industrial applications. It has been hosted by the universities of Granada, Spain, Fraunhofer Gesellschaft, Berlin, Cran?eld University, Helsinki University of Technology and Nagoya University. The goal of WFSC is to promote soft computing across the world, by using the internet as a forum for virtual technical discussion and publishing at no cost to authors and participants. The of?cial journal of the World Federation on Soft Computing is the journal Applied Soft Computing. The 8th WSC Conference (WSC8) took place from September 29th to October 10th, 2003. Registered participants had the opportunity to follow and discuss the online presentations of authors from all over the world. Out of more than 60 subm- sions the program committee had accepted 27 papers for ?nal presentation at WSC8.
Fuzzy-Regelung
Grundlagen, Entwurf, Analyse
AvKai Michels,Frank Klawonnm. fl.
Häftad, Tyska, 2002
400 kr
Skickas inom 10-15 vardagar
Nachdem die ersten Fuzzy-Regler Anfang der siebziger Jahre entwickelt und in der Praxis erprobt wurden, hat das Gebiet der Fuzzy-Regelung in den vergangenen Jahrzehnten einen gewaltigen Fortschritt erfahren. Die zugrunde liegenden mathematischen und technischen Konzepte sind umfassend analysiert worden, und mittlerweile werden Fuzzy-Regler in vielen industriellen Anwendungen routinemäßig eingesetzt. Das Ziel dieses Buches ist eine kritische Bestandsaufnahme der Fuzzy-Regler aus Sicht der klassischen Regelungstechnik. Der Schwerpunkt dieses Buches liegt in der Darstellung von Themen, die für den Anwender von besonderem Interesse sind. Hierzu zählen insbesondere die (Selbst-) Einstellung, Optimierung und Stabilitätsanalyse von Fuzzy-Reglern. Ausgehend von einer detaillierten Einführung in die Gebiete Fuzzy-Systeme und Regelungstechnik wird der Leser systematisch an aktuelle Forschungsergebnisse herangeführt.
Del 200 - Studies in Fuzziness and Soft Computing
Fuzzy Control
Fundamentals, Stability and Design of Fuzzy Controllers
AvKai Michels,Frank Klawonnm. fl.
Häftad, Engelska, 2010
1 113 kr
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“Fuzzy Control - the revolutionary computer technology that is changing our world” - these and other headlines could be read when in the early 90’s news from Japan came over telling us about the success of fuzzy controllers. The idea which was put into practice had been suggested by Lot? A. Zadeh in Berkeley in 1965. It had been developed and tested in some practical - plications, especially in Europe. In Japan fuzzy control was celebrated as a technology re?ecting the Japanese way of thinking by its unsharpness and - plicitoverlappingofseveralstatements. Anewtechnologyboomwaspredicted for Japan which would make Europe lose ground. Consequently, this news created unrest. Research projects were initiated and development departments were engaged to translate fuzzy control into products. Adversaries and supporters hurried up to inform themselves and intensely discussed whether the “conventional” or the fuzzy control were the better alternative. Finally, the excitement cooled down since in recent years fuzzy control was analyzed fromthe classical pointofview. Thus,amoreobjective evaluation of its strong and weak points was possible. Furthermore, it was shown how fuzzy systems could be put to use in the steering level which is the level above the control loop, especially in interaction with other methods of soft computing and arti?cial intelligence. Based on these fundamentals, the aim of this book is to support the convenient use of fuzzy controllers and fuzzy systems in the branch of control engineering and automation systems.
Advances in Intelligent Data Analysis XI
11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012, Proceedings
AvJaakko Hollmen,Frank Klawonnm. fl.
Häftad, Engelska, 2012
577 kr
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This book constitutes the refereed proceedings of the 11th International Conference on Intelligent Data Analysis, IDA 2012, held in Helsinki, Finland, in October 2012. The 32 revised full papers presented together with 3 invited papers were carefully reviewed and selected from 88 submissions. All current aspects of intelligent data analysis are addressed, including intelligent support for modeling and analyzing data from complex, dynamical systems. The papers focus on novel applications of IDA techniques to, e.g., networked digital information systems; novel modes of data acquisition and the associated issues; robustness and scalability issues of intelligent data analysis techniques; and visualization and dissemination results.

Frank Klawonn – författare

Fuzzy Cluster Analysis

Guide to Intelligent Data Analysis

Introduction to Computer Graphics

Computational Intelligence

Computational Intelligence

Introduction to Computer Graphics

Guide to Intelligent Data Analysis

Guide to Intelligent Data Science

Guide to Intelligent Data Science

Guide to Intelligent Data Science

Introduction to Computer Graphics

Introduction to Computer Graphics

Intelligent Data Engineering and Automated Learning – IDEAL 2016

Intelligent Data Engineering and Automated Learning - IDEAL 2016

Neuro-Fuzzy-Systeme

Fuzzy-Systeme

Fuzzy-Clusteranalyse

Evolutionäre Algorithmen

Grundkurs Computergrafik mit Java

Fuzzy-Systeme

Fuzzy-Clusteranalyse

Evolutionäre Algorithmen

Neuro-Fuzzy-Systeme

Soft Computing: Methodologies and Applications

Fuzzy Control

Fuzzy Control

Soft Computing: Methodologies and Applications

Fuzzy-Regelung

Fuzzy Control

Advances in Intelligent Data Analysis XI