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Coping with Chaos (Hardcover: Illustrated: 432 pages)

Coping with Chaos
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Product Details: Coping with Chaos

Author:Edward Ott
Edited by:Tim Sauer, James A. Yorke, James A. Yorke
Format:Hardcover: Illustrated: 432 pages.
Publisher:John Wiley & Sons (04/01/1994)
ISBN:0471025569
ISBN13:9780471025566
Reading Level:

Publisher Notes: Coping with Chaos

  •   Preface

    1 Introduction to Chaos2

    2 Dimension14

    3 Symbolic Dynamics24

    4 Lyapunov Exponents and Entropy31

    5 The Theory of Embedding41

    6 The Practice of Embedding65

      Geometry from a time series
       by N. Packard, J. Crutchfield, D. Farmer, R. Shaw
    68

      Extracting qualitative dynamics from experimental data
       by D. S. Broomhead, G. P. King
    72

      Determining embedding dimension for phase-space reconstruction using a geometrical construction
       by M. Kennel, R. Brown, H. Abarbanel
    92

      Direct test for determinism in a time series
       by D. Kaplan, L. Glass
    101

    7 Dimension Calculations105

      Singular-value decomposition and the Grassberger-Procaccia algorithm
       by A. M. Albano, J. Muench, C. Schwartz, A. I. Mees, P. E. Rapp
    107

      Fundamental limitations for estimating dimensions and Lyapunov exponents in dynamical systems
       by J.-P. Eckmann, D. Ruelle
    117

      Plateau onset for correlation dimension: When does it occur?
       by M. Ding, C. Grebogi, E. Ott, T. Sauer, J. A. Yorke
    120

      Testing for nonlinearity in time series: The method of surrogate data
       by J. Theiler, S. Eubank, A. Longtin, B. Galdrakian, J. D. Farmer
    124

      Strange attractors in weakly turbulent Couette-Taylor flow
       by A. Brandstater, H. L. Swinney
    142

      Dimension measurements for geostrophic turbulence
       by J. Guckenheimer, G. Buzyna
    156

    8 Calculation of Lyapunov Exponents160

      Liapunov exponents from time series
       by J.-P. Eckmann, S. O. Kamphorst, D. Ruelle, S. Ciliberto
    162

      Lyapunov exponents from observed time series
       by P. Bryant, R. Brown, H. Abarbanel
    171

      Identification of true and spurious Lyapunov exponents from time series
       by U. Parlitz
    175

    9 Periodic Orbits and Symbolic Dynamics186

      Characterization of an experimental strange attractor by periodic orbits
       by D. P. Lathrop, E. J. Kostelich
    187

      Model identification by periodic-orbit analysis for NMR-laser chaos
       by L. Flepp, R. Holzner, E. Brun, M. Finardi, R. Badii
    191

      Experimental confirmation of the theory for critical exponents of crises
       by J. C. Sommerer, W. L. Ditto, C. Grebogi, E. Ott, M. Spano
    195

      Structure of chaos in the laser with saturable absorber
       by F. Papoff, A. Fioretti, E. Arimondo, G. B. Mindlin, H. Solari, R. Gilmore
    200

    10 Prediction206

      Predicting chaotic time series
       by J. D. Farmer, J. Sidorowich
    208

      Nonlinear prediction of chaotic time series
       by M. Casdagli
    212

      Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series
       by G. Sugihara, R. M. May
    234

      Time series prediction using delay coordinate embedding
       by T. Sauer
    241

    11 Noise Reduction261

      Noise reduction in dynamical systems
       by E. J. Kostelich, J. A. Yorke
    263

      On noise reduction methods for chaotic data
       by P. Grassberger, R. Hegger, H. Kantz, C. Schaffrath, T. Schreiber
    267

      A noise reduction method for chaotic systems
       by S. Hammel
    282

    12 Control: Theory of Stabilization of Unstable Orbits290

      Controlling chaos
       by E. Ott, C. Grebogi, J. A. Yorke
    292

      Controlling chaos using time delay coordinates
       by U. Dressler, G. Nitsche
    296

      Controlling chaotic dynamical systems
       by F. Romeiras, C. Grebogi, E. Ott, W. P. Dayawansa
    300

      Bifurcation control of chaotic dynamical systems
       by H. Wang, E. H. Abed
    328

    13 Control: Experimental Stabilization of Unstable Orbits334

      Experimental control of chaos
       by W. Ditto, S. N. Rauseo, M. L. Spano
    336

      Controlling a chaotic system
       by J. Singer, Y.-Z. Wang, H. H. Bau
    340

      Controlling cardiac chaos
       by A. Garfinkel, M. Spano, W. Ditto, J. Weiss
    343

      Stabilizing high-period orbits in a chaotic system: The diode resonator
       by E. R. Hunt
    349

      Tracking unstable steady states: Extending the stability regime of a multimode laser system
       by Z. Gills, C. Iwata, R. Roy, I. Schwartz, I. Triandaf
    352

      Controlling chaos in the Belousov-Zhabotinsky reaction
       by V. Petrov, V. Gaspar, J. Masere, K. Showalter
    356

    14 Control: Targeting and Goal Dynamics360

      Using the sensitive dependence of chaos (the "butterfly effect") to direct trajectories in an experimental chaotic system
       by T. Shinbrot, W. Ditto, C. Grebogi, E. Ott, M. Spano, J. A. Yorke
    361

      Resonant stimulation and control of nonlinear oscillators
       by A. Hubler, E. Luscher
    365

      The entrainment and migration controls of multiple-attractor systems
       by E. A. Jackson
    368

    15 Synchronism and Communication375

      Synchronization in chaotic systems
       by L. M. Pecora, T. L. Carroll
    377

      Circuit implementation of synchronized chaos with applications to communication
       by K. M. Cuomo, A. V. Oppenheim
    381

      Communicating with chaos
       by S. Hayes, C. Grebogi, E. Ott
    385

      Observing chaos: Deducing and tracking the state of a chaotic system from limited observation
       by P. So, E. Ott, W. P. Dayawansa
    389

      Bibliography396

      Index415

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