Decision Theory in an Algebraic Setting

December 02, 2016 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Maurizio Negri arXiv ID 1612.02660 Category cs.AI: Artificial Intelligence Cross-listed math.PR Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
In decision theory an act is a function from a set of conditions to the set of real numbers. The set of conditions is a partition in some algebra of events. The expected value of an act can be calculated when a probability measure is given. We adopt an algebraic point of view by substituting the algebra of events with a finite distributive lattice and the probability measure with a lattice valuation. We introduce a partial order on acts that generalizes the dominance relation and show that the set of acts is a lattice with respect to this order. Finally we analyze some different kinds of comparison between acts, without supposing a common set of conditions for the acts to be compared.
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