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Titlebook: Integrated Uncertainty in Knowledge Modelling and Decision Making; 4th International Sy Van-Nam Huynh,Masahiro Inuiguchi,Thierry Demoeux Co

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Fuzzy Sets, Multisets, and Rough Approximations,of fuzzy sets in order to observe differences between the two. We then introduce fuzzy multisets and the combination of the both concepts. There is another concept of real-valued multisets as a generalization of multisets. Rough approximations of multisets and fuzzy multisets are discussed which use
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Logarithmic Conversion Approach to the Estimation of Interval Priority Weights from a Pairwise Compion to components of the pairwise comparison matrix and obtains logarithmically-converted interval priority weights so as to minimize the sum of their widths. The logarithmically-converted interval priority weights are estimated as an optimal solution of a linear programming problem. The interval pr
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An Effective Method for Optimality Test over Possible Reaction Set for Maximin Solution of Bilevel assumption that the ambiguous coefficient vector of the follower lies in a convex polytope, we apply the maximin solution approach and formulate it as a special kind of three-level programming problem. According to its property that the optimal solution locates on an extreme point, we adopt k-th be
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Proposal of Grid Area Search with UCB for Discrete Optimization Problem,ch space of the problem easily affects the performance of the existing algorithms because they do not well take into account the dilemma of exploitation and exploration. To optimize the balance of exploitation and exploration, we divide the search space into several grids to reconsider the discrete
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