On Inheritance of Complementarity in Non-Additive Measures Under Bounded Interactions

被引:0
|
作者
Fujimoto, Katsushige [1 ]
机构
[1] Fukushima Univ, Coll Symbiot Syst Sci, 1 Kanayagawa, Fukushima 9601293, Japan
关键词
non-additive measure; complementarity; k-monotonicity; restricted domain; bounded interaction;
D O I
10.20965/jaciii.2018.p0027
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The notions of k-monotonicity and superadditivity for non-additive measures (e.g., capacity and cooperative games) are used as indices to measure the complementarity of criteria/coalitions in decision-making involving multiple criteria and/or cooperative game theory. To avoid exponential complexity in capacity-based multicriteria decision-making models, k-additive capacities and/or C-decomposable capacities are often adopted. While, in cooperative game theory, under communication-restricted situations, some coalitions cannot generally be formed. This paper investigates the inheritance of complementary relationships/effects in non-additive measures with restricted domains (or under bounded interactions).
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页码:27 / 33
页数:7
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