Research Catalog

The nonlinear workbook : chaos, fractals, cellular automata, neural networks, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and SymbolicC++ programs

Title
The nonlinear workbook : chaos, fractals, cellular automata, neural networks, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and SymbolicC++ programs / Willi-Hans Steeb ; in collaboration with Yorick Hardy, Ruedi Stoop.
Author
Steeb, W.-H.
Publication
Singapore ; Hackensack, NJ : World Scientific, ©2008.

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Details

Additional Authors
  • Hardy, Yorick, 1976-
  • Stoop, Ruedi.
Description
xix, 605 pages : illustrations; 24 cm
Summary
"The study of nonlinear dynamical systems has advanced tremendously in the last 20 years, making a big impact on science and technology. This book provides all the techniques and methods used in nonlinear dynamics. The concepts and underlying mathematics are discussed in detail." "The text has been designed for a one-year course at both the junior and senior levels in nonlinear dynamics. The topics discussed in the book are part of e-learning and distance learning courses conducted by the International School for Scientific Computing, University of Johannesburg."--Jacket.
Subject
  • Nonlinear programming
  • Nonlinear theories
  • Programmation non linéaire
  • Théories non linéaires
  • Nichtlineares dynamisches System
  • Numerisches Verfahren
  • Programmierung
Bibliography (note)
  • Includes bibliographical references (p. 593-600) and index.
Contents
Nonlinear and chaotic maps -- Time series analysis -- Autonomous systems in the plane -- Nonlinear Hamilton systems -- Nonlinear dissipative systems -- Nonlinear driven systems -- Controlling of chaos -- Synchronization of chaos -- Fractals -- Cellular automata -- Solving differential equations -- Neural networks -- Genetic algorithms -- Gene expression programming -- Optimization -- Discrete wavelets -- Discrete hidden Markov processes -- Fuzzy sets and fuzzy logic.
ISBN
  • 9812818537
  • 9789812818539
  • 9789812818522
  • 9812818529
OCLC
  • ocn234380356
  • 234380356
  • SCSB-9126297
Owning Institutions
Princeton University Library