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An Algebraic Graphical Model for Decision with Uncertainties, Feasibilities, and Utilities

An Algebraic Graphical Model for Decision with Uncertainties, Feasibilities, and Utilities

Numerous formalisms and dedicated algorithms have been designed in the last decades to model and solve decision making problems. Some formalisms, such as constraint networks, can express "simple" decision problems, while others are designed to take into account uncertainties, unfeasible decisions, and utilities. Even in a single formalism, several variants …