Matrix Positivity
暫譯: 矩陣正定性

Johnson, Charles R., Smith, Ronald L., Tsatsomeros, Michael J.

  • 出版商: Cambridge
  • 出版日期: 2020-10-01
  • 售價: $5,280
  • 貴賓價: 9.5$5,016
  • 語言: 英文
  • 頁數: 300
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1108478719
  • ISBN-13: 9781108478717
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Matrix positivity is a central topic in matrix theory: properties that generalize the notion of positivity to matrices arose from a large variety of applications, and many have also taken on notable theoretical significance, either because they are natural or unifying. This is the first book to provide a comprehensive and up-to-date reference of important material on matrix positivity classes, their properties, and their relations. The matrix classes emphasized in this book include the classes of semipositive matrices, P-matrices, inverse M-matrices, and copositive matrices. This self-contained reference will be useful to a large variety of mathematical, engineering and social scientists and graduate students. The generalizations of positivity and the connections observed provide a unique perspective, along with theoretical insight into applications and future challenges. Direct applications can be found in data analysis, differential equations, mathematical programming, computational complexity, models of the economy, population biology, dynamical systems and control theory.

商品描述(中文翻譯)

矩陣正定性是矩陣理論中的一個核心主題:將正定性概念推廣到矩陣的性質源於各種應用,許多性質也因其自然性或統一性而具有顯著的理論意義。本書是第一本提供有關矩陣正定性類別、其性質及其關係的全面且最新的參考資料。書中強調的矩陣類別包括半正矩陣(semipositive matrices)、P-矩陣(P-matrices)、逆M-矩陣(inverse M-matrices)和共正矩陣(copositive matrices)。這本自成體系的參考書將對各種數學、工程和社會科學家以及研究生非常有用。正定性的推廣及觀察到的聯繫提供了一個獨特的視角,並對應用和未來挑戰提供了理論見解。直接應用可見於數據分析、微分方程、數學規劃、計算複雜性、經濟模型、人口生物學、動態系統和控制理論。