Decision Diagrams for Optimization (Artificial Intelligence: Foundations, Theory, and Algorithms)
暫譯: 優化的決策圖(人工智慧:基礎、理論與演算法)

David Bergman, Andre A. Cire, Willem-Jan van Hoeve, John Hooker

  • 出版商: Springer
  • 出版日期: 2016-10-14
  • 售價: $4,130
  • 貴賓價: 9.5$3,924
  • 語言: 英文
  • 頁數: 254
  • 裝訂: Hardcover
  • ISBN: 3319428470
  • ISBN-13: 9783319428475
  • 相關分類: 人工智慧Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book introduces a novel approach to discrete optimization, providing both theoretical insights and algorithmic developments that lead to improvements over state-of-the-art technology. The authors present chapters on the use of decision diagrams for combinatorial optimization and constraint programming, with attention to general-purpose solution methods as well as problem-specific techniques.

The book will be useful for researchers and practitioners in discrete optimization and constraint programming. 

"Decision Diagrams for Optimization is one of the most exciting developments emerging from constraint programming in recent years. This book is a compelling summary of existing results in this space and a must-read for optimizers around the world." [Pascal Van Hentenryck]

商品描述(中文翻譯)

這本書介紹了一種新穎的離散優化方法,提供了理論見解和算法發展,從而在最先進技術上實現改進。作者在書中呈現了有關使用決策圖進行組合優化和約束編程的章節,並關注通用解決方法以及特定問題的技術。

這本書對於離散優化和約束編程的研究人員和實務工作者將非常有用。

決策圖在優化中的應用是近年來從約束編程中出現的最令人興奮的發展之一。這本書是該領域現有成果的引人注目的總結,對於全球的優化者來說是必讀之作。」[Pascal Van Hentenryck]