Set Functions, Games and Capacities in Decision Making
Michel Grabisch
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Springer International Publishing
Sozialwissenschaften, Recht, Wirtschaft / Volkswirtschaft
Beschreibung
The book provides a thorough treatment of set functions, games and capacities as well as integrals with respect to capacities and games, in a mathematical rigorous presentation and in view of application to decision making. After a short chapter introducing some required basic knowledge (linear programming, polyhedra, ordered sets) and notation, the first part of the book consists of three long chapters developing the mathematical aspects. This part is not related to a particular application field and, by its neutral mathematical style, is useful to the widest audience. It gathers many results and notions which are scattered in the literature of various domains (game theory, decision, combinatorial optimization and operations research). The second part consists of three chapters, applying the previous notions in decision making and modelling: decision under uncertainty, decision with multiple criteria, possibility theory and Dempster-Shafer theory.
Kundenbewertungen
Set functions, Possibility theory, Decision with multiple criteria, Dempster-Shafer theory, Capacities, Choquet integral, Pseudo-Boolean function, Decision making, Cooperative Games, Decision under uncertainty