Well-Posed and Ill-Posed Equations: Approximation and Regularization
暫譯: 良態與不良態方程式:近似與正則化

Nair, M. Thamban

  • 出版商: World Scientific Pub
  • 出版日期: 2026-07-30
  • 售價: $4,920
  • 貴賓價: 9.5$4,674
  • 語言: 英文
  • 頁數: 375
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819817935
  • ISBN-13: 9789819817931
  • 相關分類: Functional-programming
  • 海外代購書籍(需單獨結帳)

商品描述

This second edition of Linear Operator Equations: Approximation and Regularization provides a modern, accessible, and student-friendly introduction to the theory and numerical treatment of linear operator equations, both well-posed and ill-posed.With rewritten and expanded proofs, a more consistent structure, and numerous new exercises and examples, the book offers clear pathways for learning approximation theory, regularization techniques, and applications of functional analysis to inverse problems. New topics include truncated singular value decomposition, generalized Tikhonov regularization with stabilizing operators, and a deeper treatment of discrete projection methods for operator equations.Designed for students and researchers alike, the book balances theoretical rigor with practical insights, making it a valuable resource for courses in numerical functional analysis, inverse problems, and operator theory, or for self-study by applied mathematicians, engineers, and computational scientists.A newly expanded bibliography, revised notation, and systematic numbering make this edition even more usable as a reference and teaching tool.

商品描述(中文翻譯)

《線性算子方程:近似與正則化》第二版提供了一個現代化、易於理解且適合學生的介紹,涵蓋了線性算子方程的理論與數值處理,包括良定義與不良定義的情況。書中重新撰寫並擴展了證明,結構更為一致,並增加了許多新的練習題和範例,為學習近似理論、正則化技術以及函數分析在反問題中的應用提供了清晰的學習路徑。新主題包括截斷奇異值分解、帶穩定算子的廣義Tikhonov正則化,以及對算子方程的離散投影方法的更深入探討。該書旨在為學生和研究人員提供平衡的理論嚴謹性與實用見解,成為數值函數分析、反問題和算子理論課程的寶貴資源,或供應用數學家、工程師和計算科學家自學之用。新增的擴展參考書目、修訂的符號以及系統的編號使本版在作為參考和教學工具時更加實用。