Encounters with Chaos and Fractals
Denny Gulick, Jeff Ford
- 432 pagine
- English
- ePUB (disponibile sull'app)
- Disponibile su iOS e Android
Encounters with Chaos and Fractals
Denny Gulick, Jeff Ford
Informazioni sul libro
Encounters with Chaos and Fractals, Third Edition provides an accessible introduction to chaotic dynamics and fractal geometry. It incorporates important mathematical concepts and backs up the definitions and results with motivation, examples, and applications.
The Third Edition updates this classic book for a modern audience. New applications on contemporary topics, like data science and mathematical modelling, appear throughout. Coding activities are transitioned to open-source programming languages, including Python.
The text begins with examples of mathematical behavior exhibited by chaotic systems, first in one dimension and then in two and three dimensions. Focusing on fractal geometry, the authors introduce famous infinitely complicated fractals. How to obtain computer renditions of them are explained. The book concludes with Julia sets and the Mandelbrot set.
The Third Edition includes:
v More coding activities included in each section. The code is expanded to include pseudo-code, with specific examples in MATLAB (or it's open-source cousin Octave) and Python.
v Many more and updated exercises from previous editions.
v Proof writing exercises for a more theoretical course.
v Sections revised to include historical context.
v Short sections added to explain applied problems developing the mathematics.
This edition reveals how these ideas are continuing to be applied in the 21st century, while connecting to the long and winding history of dynamical systems. The primary focus is the beauty and diversity of these ideas. Offering more than enough material for a one-semester course, the authors show how these subjects continue to grow within mathematics and in many other disciplines.