Decision Making: A Beliefs, Preferences and Constraints Model

被引：0

作者：

Rouahi, Aouatef ^{[1
]}

Ben Salah, Kais ^{[2
]}

Ghedira, Khaled ^{[3
]}

机构：

[1] Tunis Univ, ISG Tunis, Tunis, Tunisia

[2] Univ Jeddah, FCIT, Jeddah, Saudi Arabia

[3] Cent Univ, Tunis, Tunisia

来源：

BELIEF FUNCTIONS: THEORY AND APPLICATIONS, BELIEF 2018 | 2018年 / 11069卷

关键词：

Beliefs; Preferences; Constraints; Belief function theory; Soft constraints; Uncertainty;

D O I：

10.1007/978-3-319-99383-6_27

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Beliefs, preferences and constraints occur together in many real world problems. However, reasoning with such intertwinement is rather unexplored in the AI literature. In this paper, we introduce a model whereby agents seek for decisions that satisfy their preferences based on their beliefs subject to certain constraints by extending the soft constraints framework to the belief function theory. Constraint-based solving machinery are then adapted for solving such kind of problems. A specific branch and bound algorithm is introduced.

引用

页码：217 / 225

页数：9

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