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

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The Nonlinear Workbook provides a comprehensive treatment of all the techniques in nonlinear dynamics together with C++, Java and SymbolicC++ implementations. The book not only covers the theoretical aspects of the topics but also provides the practical tools. To understand the material, more than 1...

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Detalles Bibliográficos
Autores principales: Steeb, Willi-Hans, Hardy, Yorick, Stoop, Ruedi
Lenguaje:eng
Publicado: World Scientific 2014
Materias:
Nonlinear Systems
Acceso en línea:http://cds.cern.ch/record/1982866
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author Steeb, Willi-Hans
Hardy, Yorick
Stoop, Ruedi
author_facet Steeb, Willi-Hans
Hardy, Yorick
Stoop, Ruedi
author_sort Steeb, Willi-Hans
collection CERN
description The Nonlinear Workbook provides a comprehensive treatment of all the techniques in nonlinear dynamics together with C++, Java and SymbolicC++ implementations. The book not only covers the theoretical aspects of the topics but also provides the practical tools. To understand the material, more than 100 worked out examples and 160 ready to run programs are included. Each chapter provides a collection of interesting problems. New topics added to the 6th edition are Swarm Intelligence, Quantum Cellular Automata, Hidden Markov Model and DNA, Birkhoff's ergodic theorem and chaotic maps, Banach fixed point theorem and applications, tau-wavelets of Haar, Boolean derivatives and applications, and Cartan forms and Lagrangian. Readership: Students and researchers in mathematics, physics, and computer science.
id cern-1982866
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
publisher World Scientific
record_format invenio
spelling cern-19828662021-04-21T20:37:48Zhttp://cds.cern.ch/record/1982866engSteeb, Willi-HansHardy, YorickStoop, RuediThe nonlinear workbook: chaos, fractals, cellular automata, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and symbolicC++ programsNonlinear SystemsThe Nonlinear Workbook provides a comprehensive treatment of all the techniques in nonlinear dynamics together with C++, Java and SymbolicC++ implementations. The book not only covers the theoretical aspects of the topics but also provides the practical tools. To understand the material, more than 100 worked out examples and 160 ready to run programs are included. Each chapter provides a collection of interesting problems. New topics added to the 6th edition are Swarm Intelligence, Quantum Cellular Automata, Hidden Markov Model and DNA, Birkhoff's ergodic theorem and chaotic maps, Banach fixed point theorem and applications, tau-wavelets of Haar, Boolean derivatives and applications, and Cartan forms and Lagrangian. Readership: Students and researchers in mathematics, physics, and computer science.World Scientificoai:cds.cern.ch:19828662014-12-30
spellingShingle Nonlinear Systems
Steeb, Willi-Hans
Hardy, Yorick
Stoop, Ruedi
The nonlinear workbook: chaos, fractals, cellular automata, 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, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and symbolicC++ programs
title_full The nonlinear workbook: chaos, fractals, cellular automata, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and symbolicC++ programs
title_fullStr The nonlinear workbook: chaos, fractals, cellular automata, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and symbolicC++ programs
title_full_unstemmed The nonlinear workbook: chaos, fractals, cellular automata, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and symbolicC++ programs
title_short The nonlinear workbook: chaos, fractals, cellular automata, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden Markov models, fuzzy logic with C++, Java and symbolicC++ programs
title_sort nonlinear workbook: chaos, fractals, cellular automata, genetic algorithms, gene expression programming, support vector machine, wavelets, hidden markov models, fuzzy logic with c++, java and symbolicc++ programs
topic Nonlinear Systems
url http://cds.cern.ch/record/1982866
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