Engineering Mathematics II: Algebraic, Stochastic and Analysis Structures for Networks, Data Classification and Optimization (Springer Proceedings in Mathematics & Statistics)
暫譯: 工程數學 II:網路、數據分類與優化的代數、隨機與分析結構(Springer 數學與統計會議論文集)

Riko Radojcic

  • 出版商: Springer
  • 出版日期: 2017-02-11
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 436
  • 裝訂: Hardcover
  • ISBN: 3319421042
  • ISBN-13: 9783319421049
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book highlights the latest advances in engineering mathematics with a main focus on the mathematical models, structures, concepts, problems and computational methods and algorithms most relevant for applications in modern technologies and engineering. It addresses mathematical methods of algebra, applied matrix analysis, operator analysis, probability theory and stochastic processes, geometry and computational methods in network analysis, data classification, ranking and optimisation.

The individual chapters cover both theory and applications, and include a wealth of figures, schemes, algorithms, tables and results of data analysis and simulation. Presenting new methods and results, reviews of cutting-edge research, and open problems for future research, they equip readers to develop new mathematical methods and concepts of their own, and to further compare and analyse the methods and results discussed.

The book consists of contributed chapters covering research developed as a result of a focused international seminar series on mathematics and applied mathematics and a series of three focused international research workshops on engineering mathematics organised by the Research Environment in Mathematics and Applied Mathematics at Mälardalen University from autumn 2014 to autumn 2015: the International Workshop on Engineering Mathematics for Electromagnetics and Health Technology; the International Workshop on Engineering Mathematics, Algebra, Analysis and Electromagnetics; and the 1st Swedish-Estonian International Workshop on Engineering Mathematics, Algebra, Analysis and Applications.

It serves as a source of inspiration for a broad spectrum of researchers and research students in applied mathematics, as well as in the areas of applications of mathematics considered in the book.

商品描述(中文翻譯)

這本書突顯了工程數學的最新進展,主要聚焦於與現代技術和工程應用最相關的數學模型、結構、概念、問題以及計算方法和演算法。它探討了代數、應用矩陣分析、算子分析、概率論和隨機過程、幾何學以及網路分析、數據分類、排名和優化中的計算方法。

各章節涵蓋理論和應用,並包含大量的圖形、方案、演算法、表格以及數據分析和模擬的結果。這些章節展示了新方法和結果、前沿研究的回顧,以及未來研究的開放問題,幫助讀者發展自己的新數學方法和概念,並進一步比較和分析所討論的方法和結果。

本書由貢獻章節組成,涵蓋了由於一系列專注於數學和應用數學的國際研討會以及由Mälardalen大學數學與應用數學研究環境於2014年秋季至2015年秋季舉辦的三場專注於工程數學的國際研究工作坊所發展的研究:電磁學和健康技術的工程數學國際工作坊;工程數學、代數、分析和電磁學的國際工作坊;以及第一屆瑞典-愛沙尼亞工程數學、代數、分析和應用國際工作坊。

它為應用數學領域的廣泛研究人員和研究生提供了靈感來源,以及書中考慮的數學應用領域。