Multiagent Scheduling: Models and Algorithms
暫譯: 多代理排程:模型與演算法

Alessandro Agnetis, Jean-Charles Billaut, Stanislaw Gawiejnowicz, Dario Pacciarelli, Ameur Soukhal

  • 出版商: Springer
  • 出版日期: 2014-02-14
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 271
  • 裝訂: Hardcover
  • ISBN: 3642418791
  • ISBN-13: 9783642418792
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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商品描述

Scheduling theory has received a growing interest since its origins in the second half of the 20th century. Developed initially for the study of scheduling problems with a single objective, the theory has been recently extended to problems involving multiple criteria. However, this extension has still left a gap between the classical multi-criteria approaches and some real-life problems in which not all jobs contribute to the evaluation of each criterion.

In this book, we close this gap by presenting and developing multi-agent scheduling models in which subsets of jobs sharing the same resources are evaluated by different criteria. Several scenarios are introduced, depending on the definition and the intersection structure of the job subsets. Complexity results, approximation schemes, heuristics and exact algorithms are discussed for single-machine and parallel-machine scheduling environments. Definitions and algorithms are illustrated with the help of examples and figures.

商品描述(中文翻譯)

排程理論自20世紀下半葉起受到越來越多的關注。最初為了研究單一目標的排程問題而發展,該理論最近已擴展到涉及多重標準的問題。然而,這一擴展仍然在經典的多標準方法與一些現實生活中的問題之間留下了差距,因為並非所有的工作都對每個標準的評估有所貢獻。

在本書中,我們通過呈現和發展多代理排程模型來填補這一差距,其中共享相同資源的工作子集由不同的標準進行評估。根據工作子集的定義和交集結構,介紹了幾種情境。對於單機和並行機排程環境,討論了複雜性結果、近似方案、啟發式方法和精確算法。定義和算法通過示例和圖形進行說明。