Fuzzy Approach to Reasoning and Decision-Making
Title | Fuzzy Approach to Reasoning and Decision-Making PDF eBook |
Author | Vilém Novák |
Publisher | Springer Science & Business Media |
Pages | 250 |
Release | 1992 |
Genre | Business & Economics |
ISBN | 9780792313588 |
The papers presented at the Symposium focused mainly on two fields of interest. First, there were papers dealing with the theoretical background of fuzzy logic and with applications of fuzzy reasoning to the problems of artificial intelligence, robotics and expert systems. Second, quite a large number of papers were devoted to fuzzy approaches to modelling of decision-making situations under uncertainty and vagueness and their applications to the evaluation of alternatives, system control and optimization. Apart from that, there were also some interesting contributions from other areas, like fuzzy classifications and the use of fuzzy approaches in quantum physics. This volume contains the most valuable and interesting papers presented at the Symposium and will be of use to all those researchers interested in fuzzy set theory and its applications.
Fuzzy Approach to Reasoning and Decision-making
Title | Fuzzy Approach to Reasoning and Decision-making PDF eBook |
Author | Vilém Novák |
Publisher | |
Pages | 220 |
Release | 1992 |
Genre | |
ISBN | 9788020004505 |
Proceedings of the International Symposium on Fuzzy Approach to Reasoning and Decision Making
Title | Proceedings of the International Symposium on Fuzzy Approach to Reasoning and Decision Making PDF eBook |
Author | |
Publisher | |
Pages | 106 |
Release | 1992 |
Genre | |
ISBN |
Fuzzy Reasoning in Decision Making and Optimization
Title | Fuzzy Reasoning in Decision Making and Optimization PDF eBook |
Author | Christer Carlsson |
Publisher | Physica |
Pages | 344 |
Release | 2012-08-27 |
Genre | Business & Economics |
ISBN | 3790818054 |
Many decision-making tasks are too complex to be understood quantitatively, however, humans succeed by using knowledge that is imprecise rather than precise. Fuzzy logic resembles human reasoning in its use of imprecise informa tion to generate decisions. Unlike classical logic which requires a deep under standing of a system, exact equations, and precise numeric values, fuzzy logic incorporates an alternative way of thinking, which allows modeling complex systems using a higher level of abstraction originating from our knowledge and experience. Fuzzy logic allows expressing this knowledge with subjective concepts such as very big and a long time which are mapped into exact numeric ranges. Since knowledge can be expressed in a more natural by using fuzzy sets, many decision (and engineering) problems can be greatly simplified. Fuzzy logic provides an inference morphology that enables approximate human reasoning capabilities to be applied to knowledge-based systems. The theory of fuzzy logic provides a mathematical strength to capture the un certainties associated with human cognitive processes, such as thinking and reasoning. The conventional approaches to knowledge representation lack the means for representating the meaning of fuzzy concepts. As a consequence, the approaches based on first order logic do not provide an appropriate con ceptual framework for dealing with the representation of commonsense knowl edge, since such knowledge is by its nature both lexically imprecise and non categorical.
Decision-making in a Fuzzy Environment
Title | Decision-making in a Fuzzy Environment PDF eBook |
Author | Richard Bellman |
Publisher | |
Pages | 76 |
Release | 1970 |
Genre | Fuzzy sets |
ISBN |
Abstracts
Title | Abstracts PDF eBook |
Author | Jaroslav Ramík |
Publisher | |
Pages | 106 |
Release | 1990 |
Genre | Artificial intelligence |
ISBN |
Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications
Title | Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications PDF eBook |
Author | Chenyang Song |
Publisher | Springer Nature |
Pages | 186 |
Release | 2021-10-03 |
Genre | Business & Economics |
ISBN | 9811658005 |
This book mainly introduces some techniques of decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and expands the applications of hesitant fuzzy sets in solving practical problems. The book pursues three major objectives: (1) to introduce some techniques about decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment, (2) to prove these techniques theoretically and (3) to apply the involved techniques to practical problems. The book is especially valuable for readers to understand how hesitant fuzzy set could be employed in decision-making, uncertain reasoning and regression analysis and motivates researchers to expand more application fields of hesitant fuzzy set.