Open AccessCombining scenario approach and Choquet integral in decision making
Author(s) -
В. Б. Гисин
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1703/1/012006
Subject(s) - choquet integral , computer science , distribution (mathematics) , management science , mathematics , artificial intelligence , engineering , mathematical analysis , fuzzy logic
Scenario-based approach is applied to evaluate alternatives. Using the ideas of Dempster-Schaeffer a capacity distribution is defined over scenarios. This allows describing possible future developments in terms of individual and integrated expert judgments and transforming expert judgments into scenario assessments. To get a final numerical estimate of alternatives, we use integration over non-additive measures applying the Choquet integral.