Exploring Chaos

Exploring Chaos pdf epub mobi txt 電子書 下載2025

出版者:
作者:Davies, Brian
出品人:
頁數:256
译者:
出版時間:2003-10
價格:340.00元
裝幀:
isbn號碼:9780813341279
叢書系列:
圖書標籤:
  • 混沌理論
  • 非綫性動力學
  • 復雜係統
  • 科學普及
  • 數學
  • 物理學
  • 跨學科
  • 自組織
  • 分形
  • 蝴蝶效應
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具體描述

An exciting new way of teaching chaos in dynamical systems to undergraduates, using a combination of text and computer experiments. This book presents elements of the theory of chaos in dynamical systems in a framework of theoretical understanding coupled with numerical and graphical experimentation. The theory is developed using only elementary calculus and algebra, and includes dynamics of one-and two-dimensional maps, periodic orbits, stability and its quantification, chaotic behavior, and bifurcation theory of one-dimensional systems. There is an introduction to the theory of fractals, with an emphasis on the importance of scaling, and a concluding chapter on ordinary differential equations. The accompanying software, written in Java, enables students to carry out their own quantitative experiments on a variety of nonlinear systems, including the analysis of fixed points of compositions of maps, calculation of Fourier spectra and Lyapunov exponents, and box counting for two-dimensional maps. It also provides for visualizing orbits, final state and bifurcation diagrams, Fourier spectra and Lyapunov exponents, basins of attractions, three-dimensional orbits, Poincaré sections, and return maps.

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