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E-raamat: Chaos and Fractals in Engineering [World Scientific e-raamat]

(Nagaoka Univ Of Tech, Japan)
  • Formaat: 960 pages
  • Ilmumisaeg: 20-Oct-1999
  • Kirjastus: World Scientific Publishing Co Pte Ltd
  • ISBN-13: 9789812815378
  • World Scientific e-raamat
  • Hind: 179,26 €*
  • * hind, mis tagab piiramatu üheaegsete kasutajate arvuga ligipääsu piiramatuks ajaks
  • Formaat: 960 pages
  • Ilmumisaeg: 20-Oct-1999
  • Kirjastus: World Scientific Publishing Co Pte Ltd
  • ISBN-13: 9789812815378
The present book, Chaos and Fractals in Engineering, is written for all engineers and experts or graduate students or beginners working in the application fields, and for experimental scientists in general. This book is not presented as a pure, theoretical treatise but shows necessarily mathematics at workshop, so to speak, through important applications originating in a deep pure mathematical theory. Widely spread subjects, which the author has encountered hitherto, are briefly addressed in this book, since Chaos and Fractal Engineering is a new frontier of the current research fields nowadays.
Preface v
Part I Fractal Signal Analyses 1(146)
A Critical Exponent Method to Evaluate Fractal Dimensions of Self-Affine Data
3(23)
A Study of Time-Dependent Fractal Dimensions of Vocal Sounds
26(41)
Fractal Properties of Vocal Sounds and Speech Recognition Model
67(46)
Chaos and Fractal Properties of EEG Data
113(34)
Part II Monotonous Chaos Neural Networks 147(92)
Chaos Regions of the Modified Nagumo-Sato Model
149(17)
An Association Model with Parameter-Controlled Monotonous Chaos Neurons
166(32)
Some Applications of Externally Controlled Monotonous Chaos Neural Networks
198(41)
Part III Periodic Chaos Neural Networks 239(410)
An Artificial Neuron Model with a Periodic Activation Function
241(27)
A Chaos Association Model with Orthogonal Learning
268(34)
A Novel Chaos Neuron Model with a Periodic Mapping and a Memory Effect
302(23)
A Study of Association Model with Periodic Chaos Neurons
325(41)
A Time-Dependent Periodic Chaos Neural Network
366(62)
A Parameter-Controlled Periodic Chaos Neural Network
428(34)
An Autonomous Periodic Chaos Neural Network
462(35)
A Periodic Chaos Neural Network with Penalty Dynamics
497(37)
A Chaos Associative Memory with a Periodic Activation Function
534(44)
A Study of Back Propagation Learning Model with Periodic Chaos Neurons
578(71)
Part IV Synergetic Neural Networks 649(158)
A Synergetic Neural Network with Autocorrelation Dynamics
651(43)
A Synergetic Neural Network with Crosscorrelation Dynamics
694(50)
A Chaos Synergetic Neural Network with Autocorrelation Dynamics
744(24)
A Chaos Synergetic Neural Network with Crosscorrelation Dynamics
768(39)
Part V Fractal Image Codings and Fractance Devices 807(120)
A Hierarchical IFS Image Coding
809(35)
A Transform Image Coding Based on Fractal Function Set
844(36)
Fractance Devices and Fractal Operations
880(20)
An FEM Analysis of Fractance Device
900(27)
Subject Index 927