Selected Applications of Convex Optimization (Springer Optimization and Its Applications)
暫譯: 凸優化的選擇應用(Springer優化及其應用)

Li Li

  • 出版商: Springer
  • 出版日期: 2015-04-09
  • 售價: $2,130
  • 貴賓價: 9.5$2,024
  • 語言: 英文
  • 頁數: 152
  • 裝訂: Paperback
  • ISBN: 3662463555
  • ISBN-13: 9783662463550
  • 海外代購書籍(需單獨結帳)

商品描述

This book focuses on the applications of convex optimization and highlights several topics, including support vector machines, parameter estimation, norm approximation and regularization, semi-definite programming problems, convex relaxation, and geometric problems. All derivation processes are presented in detail to aid in comprehension. The book offers concrete guidance, helping readers recognize and formulate convex optimization problems they might encounter in practice.

商品描述(中文翻譯)

本書專注於凸優化的應用,並強調幾個主題,包括支持向量機、參數估計、範數近似與正則化、半正定規劃問題、凸鬆弛以及幾何問題。所有推導過程均詳細呈現,以幫助理解。本書提供具體的指導,幫助讀者識別和制定他們在實踐中可能遇到的凸優化問題。