Mathematical Modelling: Selected Objects and Processes
Martynyuk, Anatoliy A., Radziszewski, Boguslaw
- 出版商: World Scientific Pub
- 出版日期: 2025-01-30
- 售價: $5,260
- 貴賓價: 9.5 折 $4,997
- 語言: 英文
- 頁數: 350
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811290652
- ISBN-13: 9789811290657
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商品描述
This is the first book on the problems of mathematical modeling that combines a generalized approach to the problem of mathematical modeling processes and phenomena in the real world with developing modeling methods in relation to specific objects and processes. Some of the problems discussed here include stability and bifurcation of simplified models of supply and demand, and resultants of various approaches, such as standardization, unification and partial order, data packaging.As well as touching upon the general principles of modeling, the book studies the stability of mathematical models using the generalized direct Lyapunov method based on matrix-valued auxiliary functions. It has significant potential for application in the design of new moving objects (nano-robots, manipulators, drones, etc.) and processes related to artificial intelligence (multidimensional interaction of related data arrays) that can be described by differential equations of different types.Written by two well-known specialists in the field of qualitative theory of equations and problems of modeling real-world phenomena, this book is primarily targeted at specialists in the field of engineering sciences, but is also suitable for graduate courses.
商品描述(中文翻譯)
這是第一本探討數學建模問題的書籍,結合了對現實世界中數學建模過程和現象的普遍性問題的概述,並針對特定物件和過程發展建模方法。本書討論的一些問題包括供需簡化模型的穩定性和分岔,以及各種方法的結果,如標準化、統一和偏序、數據包裝。除了觸及建模的一般原則外,本書還研究了使用基於矩陣值輔助函數的廣義直接Lyapunov方法來分析數學模型的穩定性。這在設計新型移動物體(如納米機器人、機械手臂、無人機等)和與人工智慧相關的過程(多維相關數據陣列的互動)中具有重要的應用潛力,這些過程可以用不同類型的微分方程來描述。本書由兩位在方程的質量理論和現實世界現象建模問題領域的知名專家撰寫,主要針對工程科學領域的專業人士,但也適合研究生課程使用。