Group Verbal Decision Analysis
Theory and Applications
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Beschreibung
This book describes an original approach to solving tasks of individual and collective choice: classification, ranking, and selection of multi-attribute objects. Object representation with multisets allows considering simultaneously numerical and symbolic variables. In group verbal decision analysis, judgments of all participants are taken into account without a compromise between contradictory. Natural language is used to describe problems and objects, formalize knowledge of experts and preferences of decision makers, and explain results. Verbal methods and technologies are more transparent, less laborious for a person, and weakly sensitive to measurement errors. The book also includes examples of applying new tools in real ill-structured high-dimensional choice tasks. It is intended for researchers, managers, consultants, analysts, and developers as well as for teachers and students of applied mathematics, computer science, information processing, engineering, economics, and management.
This book describes an original approach to solving tasks of individual and collective choice: classification, ranking, and selection of multi-attribute objects. Object representation with multisets allows considering simultaneously numerical and symbolic variables. In group verbal decision analysis, judgments of all participants are taken into account without a compromise between contradictory. Natural language is used to describe problems and objects, formalize knowledge of experts and preferences of decision makers, and explain results. Verbal methods and technologies are more transparent, less laborious for a person, and weakly sensitive to measurement errors. The book also includes examples of applying new tools in real ill-structured high-dimensional choice tasks. It is intended for researchers, managers, consultants, analysts, and developers as well as for teachers and students of applied mathematics, computer science, information processing, engineering, economics, and management.
Presents new methods and technologies for all types of high-dimensional multicriteria choice based on multiset tools Written for beginners and experts Is written by Author who is a known expert in the field
Autor*in
Alexey B. Petrovsky
Themen in »Group Verbal Decision Analysis«
Individual choice Collective choice High-dimensional tasks Group verbal decision analysis Classification Ranking Selection Multi-attribute objects Multiset Practical applications
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“A book that uncovers a unique way of thinking, which we can use in the already well-known decision theory. The named methods can be found in this book for the first time, with a very nice theoretical overview and beautiful examples, followed by a detailed bibliography.” (Rózsa Horváth-Bokor, zbMATH 1529.91006, 2024)
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