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Wavelets in Soft Computing (World Scientific Series in Robotics and Intelligent Systems, 25) (v. 25) [Hardcover]

Marc Thuillard (Author)

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Book Description

Publication Date: August 2001 | Series: World Scientific Series in Robotics and Intelligent Systems, 25

This book presents the state of integration of wavelet theory and multiresolution analysis into soft computing. It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms. Much attention is given to new approaches (fuzzy-wavelet) that permit one to develop, using wavelet techniques, linguistically interpretable fuzzy systems from data. The book also introduces the reader to wavelet-based genetic algorithms and multiresolution search. A special place is given to methods that have been implemented in real world applications, particularly the different techniques combining fuzzy logic or neural networks with wavelet theory.

#outer_postBodyPS { display: none; } #psGradient { display: none; } #psPlaceHolder { display: none; } #psExpand { display: none; } This book presents the state of integration of wavelet theory and multiresolution analysis into soft computing. It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms. Much attention is given to new approaches (fuzzy-wavelet) that permit one to develop, using wavelet techniques, linguistically interpretable fuzzy systems from data. The book also introduces the reader to wavelet-based genetic algorithms and multiresolution search. A special place is given to methods that have been implemented in real world applications, particularly the different techniques combining fuzzy logic or neural networks with wavelet theory.

Product Details

Hardcover: 248 pages
Publisher: World Scientific Pub Co Inc (August 2001)
Language: English
ISBN-10: 9810246099
ISBN-13: 978-9810246099
Product Dimensions: 10.1 x 6.8 x 0.8 inches
Shipping Weight: 1.3 pounds (View shipping rates and policies)
Amazon Best Sellers Rank: #4,841,538 in Books (See Top 100 in Books)

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Inside This Book (learn more)

First Sentence:
Wavelet analysis started in the 80's. Read the first page

Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
power complementarity condition, fuzzy wavenets, fast wavelet decomposition algorithm, neurofuzzy methods, wavelet preprocessing, wavelet networks, multiresolution search, high average fitness, biorthogonal spline wavelets, objective string, matching pursuit algorithm, linguistic interpretability, wavelet estimators, disruption probabilities, second generation wavelets, lifting scheme, combining fuzzy logic, denoising methods, wavelet neural networks, wavelet theory, input linguistic variable, standard genetic algorithm, appropriate membership functions, low order schemata, multiresolution analysis

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Citations (learn more)

This book cites 17 books:

Adaptive Control (An Independent Learning Module from the Instrument Society of America) by Chang C. Hang in Front Matter
Robotic Systems: Advanced Techniques and Applications (Intelligent Systems, Control and Automation: Science and Engineering) by S.G. Tzafestas in Front Matter
Obstacle Avoidance in Multi-Robot Systems: Experiments in Parallel Genetic Algorithms (World Scientific Series in Robotics and Intelligent Systems) by Mark A. C. Gill in Front Matter
Odour Detection by Mobile Robots by R. Andrew Russell in Front Matter
Cellular Robotics And Micro Robotic Systems (World Scientific Series in Robotics and Automated Systems) by T Fukuda in Front Matter

See all 17 books this book cites

3 books cite this book:

Evolutionary Robotics: From Algorithms to Implementations (World Scientific Series in Robotics and Intelligent Systems) by Lingfeng Wang in Front Matter
Fuzzy Decision Making in Modeling and Control (World Scientific Series in Robotics and Intelligent Systems) by Joao M. C. Sousa in Front Matter
Active Sensors for Local Planning in Mobile Robotics by Penelope Probert Smith in Front Matter

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Image Processing And Analysis by Tony F. Chan

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