Ordinal Optimization: Soft Optimization for Hard Problems (International Series on Discrete Event Dynamic Systems)
暫譯: 序數優化:針對困難問題的軟優化(離散事件動態系統國際系列)

Yu-Chi Ho, Qian-Chuan Zhao, Qing-Shan Jia

  • 出版商: Springer
  • 出版日期: 2007-09-12
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 317
  • 裝訂: Hardcover
  • ISBN: 0387372326
  • ISBN-13: 9780387372327
  • 海外代購書籍(需單獨結帳)

商品描述

Performance evaluation of increasingly complex human-made systems requires the use of simulation models. However, these systems are difficult to describe and capture by succinct mathematical models. The purpose of this book is to address the difficulties of the optimization of complex systems via simulation models or other computation-intensive models involving possible stochastic effects and discrete choices. This book establishes distinct advantages of the "softer" ordinal approach for search-based type problems, analyzes its general properties, and shows the many orders of magnitude improvement in computational efficiency that is possible.

商品描述(中文翻譯)

性能評估日益複雜的人造系統需要使用模擬模型。然而,這些系統難以用簡潔的數學模型來描述和捕捉。本書的目的是解決通過模擬模型或其他計算密集型模型(涉及可能的隨機效應和離散選擇)來優化複雜系統的困難。本書建立了針對基於搜索的問題的「較柔性」序數方法的明顯優勢,分析其一般特性,並展示在計算效率上可能實現的多個數量級的改進。

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