Read e-book online Multicriteria Decision Aid Classification Methods PDF

By Michael Doumpos

The ebook discusses a brand new method of the category challenge following the choice aid orientation of multicriteria choice relief. The booklet stories the present examine at the improvement of category tools, investigating the corresponding version improvement strategies, and supplying a radical research in their functionality either in experimental occasions and real-world difficulties from the sphere of finance. viewers: Researchers and pros operating in administration technological know-how, selection research, operations examine, financial/banking research, economics, information, machine technology, in addition to graduate scholars in administration technological know-how and operations examine.

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Download PDF by Michael Doumpos: Multicriteria Decision Aid Classification Methods

The booklet discusses a brand new method of the category challenge following the choice aid orientation of multicriteria choice relief. The booklet reports the present learn at the improvement of category equipment, investigating the corresponding version improvement methods, and delivering an intensive research in their functionality either in experimental occasions and real-world difficulties from the sector of finance.

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For instance, the underlying philosophy of MMP and GP is to identify an efficient solution that maximizes the decision maker’s utility. Obviously, this requires the development of a utility function representing the decision maker’s system of preferences. Some MMP methodologies employ this philosophy; they develop a utility function and then, maximize it over the feasible set to identify the most suitable solution. The methodology presented by Siskos and Despotis (1989) implemented in the ADELAIS system (Aide à la DEcision pour systèmes Linéaires multicritères par AIde à la Structuration des préférences) is a typical example of this approach.

8 9 Partly covering involves the case where the alternative satisfies only some of the elementary conditions of a rule. The DOMLEM algorithm discussed previously in this chapter is suitable for developing such rules. , 2001). A representation theorem for multicriteria sorting proved by Greco et al. states an equivalence of simple cancellation property, a general discriminant (sorting) function and a specific outranking relation (cf. Chapter 3), on the one hand, and the decision rule model on the other hand.

Generally, the rough set approach is a very useful tool in the study of classification problems, regarding the assignment of a set of alternatives into prespecified classes. , 1997). The rough set philosophy is founded on the assumption that with every alternative some information (data, knowledge) is associated. This information involves two types of attributes; condition and decision attributes. Condition attributes are those used to describe the characteristics of the objects. For instance the set of condition attributes describing a firm can be its size, its financial characteristics (profitability, solvency, liquidity ratios), its organization, its market position, etc.

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