Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering, 2/e (Paperback)

Steven H. Strogatz

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商品描述

This textbook is aimed at newcomers to nonlinear dynamics and chaos, especially students taking a first course in the subject. The presentation stresses analytical methods, concrete examples, and geometric intuition. The theory is developed systematically, starting with first-order differential equations and their bifurcations, followed by phase plane analysis, limit cycles and their bifurcations, and culminating with the Lorenz equations, chaos, iterated maps, period doubling, renormalization, fractals, and strange attractors.

A unique feature of the book is its emphasis on applications. These include mechanical vibrations, lasers, biological rhythms, superconducting circuits, insect outbreaks, chemical oscillators, genetic control systems, chaotic waterwheels, and even a technique for using chaos to send secret messages. In each case, the scientific background is explained at an elementary level and closely integrated with mathematical theory.

In the twenty years since the first edition of this book appeared, the ideas and techniques of nonlinear dynamics and chaos have found application to such exciting new fields as systems biology, evolutionary game theory, and sociophysics. This second edition includes new exercises on these cutting-edge developments, on topics as varied as the curiosities of visual perception and the tumultuous love dynamics in Gone With the Wind.

商品描述(中文翻譯)

這本教科書針對非線性動力學和混沌現象的新手,特別是修讀該科目的學生。書中強調分析方法、具體例子和幾何直覺。理論系統地發展,從一階微分方程及其分歧開始,接著是相平面分析、極限環和其分歧,最後以洛倫茲方程、混沌、迭代映射、週期倍增、重正化、分形和奇異吸引子作為結尾。

本書的獨特之處在於強調應用。這些應用包括機械振動、激光、生物節律、超導電路、昆蟲爆發、化學振盪器、基因控制系統、混沌水車,甚至還有一種使用混沌來傳送秘密訊息的技術。在每個案例中,科學背景以初級水平解釋,並與數學理論密切結合。

自從第一版問世以來的二十年間,非線性動力學和混沌的思想和技術已應用於系統生物學、演化博弈理論和社會物理學等令人興奮的新領域。本第二版增加了關於這些前沿發展的新練習題,涵蓋的主題包括視覺知覺的奇異現象和《風中奇緣》中激烈的愛情動態。