Parametric Interval Algebraic Systems
暫譯: 參數化區間代數系統
Skalna, Iwona
- 出版商: Springer
- 出版日期: 2019-06-07
- 售價: $4,480
- 貴賓價: 9.5 折 $4,256
- 語言: 英文
- 頁數: 191
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3319892878
- ISBN-13: 9783319892870
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商品描述
This self-contained book presents a framework for solving a general class of linear systems with coefficients being continuous functions of parameters varying within prescribed intervals. It also provides a comprehensive overview of the theory related to solving parametric interval linear systems and the basic properties of parametric interval matrices. In particular, it develops several new algorithms delivering sharp rigorous bounds for the solutions of such systems with full mathematical rigor. The framework employs the arithmetic of revised affine forms that enables the readers to handle dependent data. The book is intended not only for researchers interested in developing rigorous methods of numerical linear algebra, but also for engineers dealing with problems involving uncertain data. The theory discussed is also useful in various other fields of numerical analysis, in computer graphics, economics, computational geometry, computer-aided design, computer-assisted proofs, computer graphics, control theory, solving constraint satisfaction problems, and global optimization.
商品描述(中文翻譯)
這本獨立的書籍提出了一個框架,用於解決一類一般的線性系統,其係數為在指定區間內變化的參數的連續函數。它還提供了有關解決參數區間線性系統的理論的全面概述,以及參數區間矩陣的基本性質。特別是,它開發了幾個新的演算法,提供了這類系統解的嚴格界限,並具備完整的數學嚴謹性。該框架採用了修正仿射形式的算術,使讀者能夠處理依賴數據。這本書不僅適合對開發數值線性代數的嚴謹方法感興趣的研究人員,也適合處理涉及不確定數據問題的工程師。所討論的理論在數值分析的各個其他領域中也非常有用,包括計算機圖形學、經濟學、計算幾何、計算機輔助設計、計算機輔助證明、控制理論、解決約束滿足問題以及全局優化。