Interactive Multiobjective Decision Making Under Uncertainty(Hardcover)
暫譯: 不確定性下的互動多目標決策制定(精裝版)

Hitoshi Yano

  • 出版商: CRC
  • 出版日期: 2016-11-18
  • 售價: $6,150
  • 貴賓價: 9.5$5,843
  • 語言: 英文
  • 頁數: 295
  • 裝訂: Hardcover
  • ISBN: 1498763545
  • ISBN-13: 9781498763547
  • 海外代購書籍(需單獨結帳)

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商品描述

Recently, many books on multiobjective programming have been published. However, only a few books have been published, in which multiobjective programming under the randomness and the fuzziness are investigated. On the other hand, several books on multilevel programming have been published, in which multiple decision makers are involved in hierarchical decision situations. In this book, we introduce the latest advances in the field of multiobjective programming and multilevel programming under uncertainty. The reader can immediately use proposed methods to solve multiobjective programming and multilevel programming, which are based on linear programming or convex programming technique. Organization of each capter is summarized as follows. In Chapter 2, multiobjective programming problems with random variables are formulated, and the corresponding interactive algorithms are developed to obtain a satisfactory solution, in which the fuzziness of human's subjective judgment for permission levels are considered. In Chapter 3, multiobjective programming problems with fuzzy random variables are formulated, and the corresponding interactive algorithms are developed to obtain a satisfactory solution, in which not only the uncertainty of fuzzy random variables but also the fuzziness of human's subjective judgment for permission levels are considered. In Chapter 4, multiobjective multilevel programming is discussed, and the interactive algorithms are developed to obtain a satisfactory solution, in which the hierarchical decision structure of multiple decision makers is reflected. In Chapter 5, two kinds of farm planning problems are solved by applying the proposed method, in which cost coefficients of crops are expressed by random variables.

商品描述(中文翻譯)

最近,許多有關多目標規劃的書籍已經出版。然而,只有少數幾本書探討了隨機性和模糊性下的多目標規劃。另一方面,已經出版了幾本有關多層次規劃的書籍,其中涉及多個決策者在階層決策情境中的參與。在本書中,我們介紹了不確定性下多目標規劃和多層次規劃領域的最新進展。讀者可以立即使用所提出的方法來解決基於線性規劃或凸規劃技術的多目標規劃和多層次規劃。每章的組織總結如下。在第二章中,針對隨機變數的多目標規劃問題進行了公式化,並開發了相應的互動算法以獲得滿意的解決方案,其中考慮了人類主觀判斷的許可水平的模糊性。在第三章中,針對模糊隨機變數的多目標規劃問題進行了公式化,並開發了相應的互動算法以獲得滿意的解決方案,其中不僅考慮了模糊隨機變數的不確定性,還考慮了人類主觀判斷的許可水平的模糊性。在第四章中,討論了多目標多層次規劃,並開發了互動算法以獲得滿意的解決方案,其中反映了多個決策者的階層決策結構。在第五章中,通過應用所提出的方法解決了兩種農場規劃問題,其中作物的成本係數以隨機變數表示。