Mathematics and Mechanics - The Interplay: Volume II: Dynamical Systems
暫譯: 數學與力學的相互作用:第二卷:動態系統
Morino, Luigi
- 出版商: Springer
- 出版日期: 2026-05-02
- 售價: $5,800
- 貴賓價: 9.5 折 $5,510
- 語言: 英文
- 頁數: 870
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032109426
- ISBN-13: 9783032109422
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相關分類:
動力學 Dynamics
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相關主題
商品描述
This book is to present a highly readable introduction to dynamical systems, namely initial-value problems of systems of differential equations (mathematics), and particle dynamics (mechanics). Linear algebra is extensively covered as a prerequisite.
This is the stand-alone second volume of a book that covers an integrated approach to mathematics and mechanics from elementary to graduate level material of scientific curricula-the first of this breadth.
A simple, intuitive approach is used throughout. In particular, gut-level proofs are preferred over abstract ones, even if not succinct and elegant. To make the volume simple to read and, at the same time, rigorous, additional material (clearly marked as optional) is provided. Overall, every statement is proven-the sentence "it may be shown that . . . " is banned from this book.
Continuum systems, such as strings, pipes, membranes, and beams, are briefly addressed as limiting cases of discrete ones, with applications to musical string-and wind-instruments.
Advanced material includes: Jordan matrices, power spectral density with application to clean-air-turbulence response, and approximate solutions of nonlinear differential equations by multiple scales and normal form, with application to limit cycles and post-flutter analysis. For completeness, there is an introduction to the numerical integration of differential equations and other computational techniques, in particular optimization and its relationship with genetic algorithms, neural networks, and artificial intelligence.
商品描述(中文翻譯)
這本書旨在提供一個易於閱讀的動態系統介紹,即微分方程系統的初始值問題(數學)和粒子動力學(力學)。線性代數作為先修課程被廣泛涵蓋。
這是一本獨立的第二卷,涵蓋了從基礎到研究生層次的科學課程中數學和力學的綜合方法——這是第一本具有如此廣度的書籍。
全書採用簡單、直觀的方法。特別是,偏好直觀的證明而非抽象的證明,即使這些證明不夠簡潔和優雅。為了使本卷易於閱讀,同時又保持嚴謹,提供了額外的材料(明確標示為可選)。總體而言,每一個陳述都有證明——句子「可以顯示...」在本書中被禁止使用。
連續系統,如弦、管、膜和梁,作為離散系統的極限情況被簡要討論,並應用於音樂弦樂器和管樂器。
進階材料包括:喬丹矩陣、功率譜密度及其在清潔空氣湍流響應中的應用,以及通過多尺度和標準形式對非線性微分方程的近似解,並應用於極限週期和後撲分析。為了完整性,還介紹了微分方程的數值積分和其他計算技術,特別是優化及其與遺傳算法、神經網絡和人工智慧的關係。