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Soft computing in acoustics applications of neural networks, fuzzy logic and rough sets to musical acoustics by BozМЉena Kostek

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Published .
Written in English

Subjects:

  • Acoustics and physics,
  • Soft computing,
  • Acoustics,
  • Music,
  • Artificial Intelligence (incl. Robotics),
  • Data processing,
  • Physics,
  • Business Information Systems

Book details:

About the Edition

Applications of some selected soft computing methods to acoustics and sound engineering are presented in this book. The aim of this research study is the implementation of soft computing methods to musical signal analysis and to the recognition of musical sounds and phrases. Accordingly, some methods based on such learning algorithms as neural networks, rough sets and fuzzy-logic were conceived, implemented and tested. Additionally, the above-mentioned methods were applied to the analysis and verification of subjective testing results. The last problem discussed within the framework of this book was the problem of fuzzy control of the classical pipe organ instrument. The obtained results show that computational intelligence and soft computing may be used for solving some vital problems in both musical and architectural acoustics.

Edition Notes

StatementBoz̊ena Kostek
SeriesStudies in Fuzziness and Soft Computing -- vol.31, Studies in fuzziness and soft computing -- v.31.
Classifications
LC ClassificationsML3805 .K79 1999
The Physical Object
Pagination1 online resource (xv, 244 pages).
Number of Pages244
ID Numbers
Open LibraryOL27088032M
ISBN 103790818755
ISBN 109783790818758, 9783662130056
OCLC/WorldCa870457467

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Among the literature on acoustics the book of Pierce [] is an excellent introduction available for a low price from the Acoustical Society of America. In the preparation of the lecture notes we consulted various books which cover different aspects of the problem [15, 17, 19, 39, 50, 72, 89, 95, , , , , , , , , ]. This well-organized and clearly-presented book offers a detailed understanding of the constituent methodologies underlying neuro-fuzzy and soft computing-an evolving branch of computational intelligence which is aimed at solving real-world decision making, modeling, and control problems.5/5(2).   This book covers the entire gamut of soft computing, including fuzzy logic, rough sets, artificial neural networks, and various evolutionary algorithms. It offers a learner-centric approach where each new concept is introduced with carefully designed examples/instances to train the s: 9. acoustics point of view, When logarithmic scales are used in plots, as will frequently be done in this book, it will be acoustic energy than a porous, soft surface.

is a platform for academics to share research papers. This book gives an introduction to Soft Computing, which aims to exploit tolerance for imprecision, uncertainty, approximate reasoning, and partial truth in order to achieve close resemblance with human like decision making. Soft Computing is a new multidisciplinary field, to construct new generation of Artificial Intelligence, known as. Soft computing in acoustics: applications of neural networks, fuzzy logic and rough sets to musical acoustics. [Boz̊ena Kostek] -- Applications of some selected soft computing methods to acoustics and sound engineering are presented in this book. The aim of this research study is the implementation of soft computing methods to.   Soft Computing is dedicated to system solutions based on soft computing techniques. It provides rapid dissemination of important results in soft computing technologies, a fusion of research in evolutionary algorithms and genetic programming, neural science and neural net systems, fuzzy set theory and fuzzy systems, and chaos theory and chaotic systems.