Verbal mixed method of fuzzy evaluation in decision-making
DOI:
https://doi.org/10.15587/1729-4061.2014.20077Keywords:
verbal analysis, decision-making, utility function, fuzzy evaluation, compliance scalesAbstract
The problems of decision-making under uncertainty are considered in the paper. Uncertainties are an integral part of decision-making processes in almost all organizational and technical systems. It is the practice to divide decision-making problems into well-structured, semi-structured and unstructured ones. The latter are the subject of the study in this paper. The methodology of a verbal decision analysis is regarded as the basis for unstructured decision-making problems.
In combination with the known scientific approach in the decision theory MAUT (Multi-Attribute Utility Theory), the basis for implementing the verbal approach to decision-making serves the construction of a utility function, being axiomatically justified and providing a decision rule for any hypothetical alternatives.
For decision-making, the mixed fuzzy evaluation method, which allows in contrast to the known methods avoiding a time-consuming procedure of pair-wise comparison of alternatives, is proposed in the paper. Since the method is based on a verbal analysis, it allows "communicating" in a natural language with an intelligent decision-making support system.
References
- Моисеев, Н. Н Предисловие к книге С. А. Орловского Проблемы принятия решений при нечёткой исходной информации / Моисеев Н. Н. // М.: Наука, 1981. – 208 с.
- Белкин, А. Р. Принятие решений: комбинаторные модели аппроксимации информации [Текст] / А. Р. Белкин, М. Ш. Левин // М.: Наука. 1990 – 160 с.
- Трахтенгерц, Э. А. Компьютерная поддержка решений [Текст] / Э. А. Трахтенгерц //Серия «Информатизация России на пороге ХХI века – М.: Синтег, 1988 – 376 с.
- Кун, Т. Структура научных революций [Текст] / Т. Кун // М.: Прогресс. – 300 с.
- Бодров, В. И. Математические методы принятия решений / В. И. Бодров // Таганрог. ТГТУ. 2004. – 124 с.
- Горюнов, Ю. Ю. Теория и методы принятия решений [Текст] / Горюнов Ю. Ю. // Ростов: РГУИТП. – 50 с.
- Эддоус, М. Методы принятия решений [Текст] / М. Эддоус // М.: Изд. Аудит, ЮНИТИ.
- Книги, Р. Л. Райфа Х. Принятие решений при многих критериях: предпочтения и замещения [Текст] / Р. Л. Книги, Х. Райфа // М.: Радио и связь, 1981. – 560 с.
- Ларичев, О. И. Вербальный анализ решений [Текст] / О. И. Ларичев // М.: Наука.
- Кулинич, А. А. Метод поддержки генерации структурных решений для управления в слабоструктуризированных ситуациях [Текст] / А. А. Кулинич // КИИ – 2004: Труды конференции. В 3-х т. Т.Ч.- М.: Физматлит, 2004.- С. 842 – 852 с.
- Ларичев, О. И. Объективные модели и субъективные решения [Текст] / О. И. Ларичев // М: Наука, 1987.
- Андреева, Г.М. Социальная психология – М.: Изд. [Текст] / Г.М. Андреева // Аспект Пресс. 2001. – 384 с.
- Ларичев, О. И. Теория и методы принятия решений, а также хроника событий в волшебных странах [Текст] / О. И. Ларичев // М.: Логос, 2002. – 392 с.
- Ларичев, О. И. Качественные методы принятия решения / О. И. Ларичев, Е. М. Мошкович // М.: Наука. Физматгит, 1996. - 208 с.
- Moiseev, N. (1981). Foreword to the book, S. A. Orlovsky Decision making in fuzzy source of information. Moscow Nauka, 208.
- Belkin, A., Levine, M. (1990). Decision-making: the combinatorial model approximation Information. Moscow : Nauka, 160.
- Trahtengerts, E. (1988). Computer support solutions. Series “Informatization of Russia on the eve of the twenty-first century M. SINTEG, 376.
- Kuhn, T. (1977). The Structure of Scientific Revolutions. Moscow: Progress Publishers, 300.
- Bodrov, V. (2004). Mathematical methods of decision-making. Taganrog. TGTU, 124.
- Gorunov, Y. (2009). Theory and methods of decision. ITBU, 50. 7. Eddous, M. (1997). Decision-making, 590.
- Rife, H. (1981). Decision-making multi-criteria: preferences and substitution. Radio and communication, 560.
- Larichev, O. (2006). Verbal decision analysis. Moscow, Nauka, 181.
- Kylinich, A (2004). Method to support the generation of structural solutions to manage in poorly structured situations. M. FIZMATLIT, 842 – 852.
- Larichev, O. I. (1987). Ob’ektivnye modeli i sub;ektivnye reshenija. Nauka.
- Larichev, O. (1987). Objective and subjective models of solutions. Moscow 12. Nauka Social psychology. Aspect Press, 384.
- Larichev, O. (2002). Theory and methods of decision - making, as well as a chronicle of events in the magical world. Moscow. Logos, 392.
- Larichev, O., Moshkovich, E. (1996). Qualitative methods of decision making. Moscow Nauka. Fizmatgit, 208.
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Copyright (c) 2014 Александр Африканович Стенин, Михаил Мартынович Ткач, Андрей Николаевич Губский, Валерий Валериевич Курбанов
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