Fuzzy Approach to Reasoning and Decision-Making

Fuzzy Approach to Reasoning and Decision-Making PDF Author: Vilém Novák
Publisher: Springer Science & Business Media
ISBN: 9780792313588
Category : Business & Economics
Languages : en
Pages : 250

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Book Description
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

Fuzzy Approach to Reasoning and Decision-Making PDF Author: Vilém Novák
Publisher: Springer Science & Business Media
ISBN: 9780792313588
Category : Business & Economics
Languages : en
Pages : 250

Get Book

Book Description
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

Fuzzy Approach to Reasoning and Decision-making PDF Author: Vilém Novák
Publisher:
ISBN: 9788020004505
Category :
Languages : en
Pages : 220

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Book Description


Fuzzy Reasoning in Decision Making and Optimization

Fuzzy Reasoning in Decision Making and Optimization PDF Author: Christer Carlsson
Publisher: Physica
ISBN: 3790818054
Category : Business & Economics
Languages : en
Pages : 344

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Book Description
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.

Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications

Techniques of Decision Making, Uncertain Reasoning and Regression Analysis Under the Hesitant Fuzzy Environment and Their Applications PDF Author: Chenyang Song
Publisher: Springer Nature
ISBN: 9811658005
Category : Business & Economics
Languages : en
Pages : 186

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Book Description
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.

Computation Over Fuzzy Quantities

Computation Over Fuzzy Quantities PDF Author: Milan Mares
Publisher: CRC Press
ISBN: 9780849376351
Category : Mathematics
Languages : en
Pages : 176

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Book Description
Computation Over Fuzzy Quantities focuses on mathematical models of real phenomena contaminated by vagueness or uncertainty. This is the first book to provide various facts about fuzzy quantities in a brief and elementary format. The book discusses topics including the survey of the backgrounds of the fuzzy quantities theory, the basic orientation in its methods, and the main difficulties connected with its development. A representative list of references is also included.

Applications of Fuzzy Optimization and Fuzzy Decision Making

Applications of Fuzzy Optimization and Fuzzy Decision Making PDF Author: Vassilis C Gerogiannis
Publisher:
ISBN: 9783036522654
Category :
Languages : en
Pages : 416

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Book Description
The aim of the Special Issue "Applications of Fuzzy Optimization and Fuzzy Decision Making" is to expand the applicability of fuzzy optimization and decision making for solving various types of problems in the areas of economics, business, engineering, management, operations research, etc. Any experimental research or empirical study of theoretical developments in fuzzy optimization and decision making is highly welcome. Additionally, research papers presenting solution methods and/or studying their computational complexity, and proposing new algorithms to solve fuzzy optimization and decision making problems, in an effective and efficient manner, are also welcome. We are looking forward to receive innovative approaches that apply, in practical settings, state-of-the art mathematical/algorithmic techniques from fuzzy technology, computational intelligence and soft-computing methodologies, with the aim to offer robust solutions for complex optimization and decision making problems characterized by non-probabilistic uncertainty, vagueness, ambiguity, and hesitation. Such type of papers will address the suitability, validity, and advantages of using fuzzy technologies and the enhancement of them using intelligent methods to treat real-life problems from various disciplines.

Epistemic Foundations of Fuzziness

Epistemic Foundations of Fuzziness PDF Author: Kofi Kissi Dompere
Publisher: Springer
ISBN: 3540880852
Category : Technology & Engineering
Languages : en
Pages : 283

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Book Description
It is necessary to practice methodological doubt, like Descartes, in - der to loosen the hold of mental habits; and it is necessary to cultivate logical imagination, in order to have a number of hypotheses at c- mand, and not to be the slave of the one which common sense has r- dered easy to imagine. These two processes, of doubting the familiar and imagining the unfamiliar, are corrective, and form the chief part of the mental training required for a philosopher. Bertrand Russell At every stage and in all circumstances knowledge is incomplete and provisional, conditioned and limited by the historical circumstances under which it was acquired, including the means and methods used for gaining it and the historically conditioned assumptions and categories used in the formulation of ideas and conclusions. Maurice Cornforth This monograph is the second in the series of meta-theoretic analysis of fuzzy paradigm and its contribution and possible contribution to formal reasoning in order to free the knowledge production process from the ridge frame of the classical paradigm that makes its application to soft and inexact sciences d- ficult or irrelevant. The work in the previous monograph was strictly devoted to problems of theory of knowledge and critique of classical, bounded and other rationalities in decision-choice processes regarding the principles of verification, falsification or corroboration in knowledge production. This monograph deals mostly with epistemic decision-choice models and theories and how they are related to both the classical and fuzzy paradigms.

Understanding and Measuring Social Capital

Understanding and Measuring Social Capital PDF Author: Christiaan Grootaert
Publisher: World Bank Publications
ISBN: 9780821350683
Category : Social Science
Languages : en
Pages : 320

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Book Description
This work details various methods of gauging social capital and provides illustrative case studies from Mali and India. It also offers a measuring instrument, the Social Capital Assessment Tool, that combines quantitative and qualitative approaches.

Emerging Perspectives on Judgment and Decision Research

Emerging Perspectives on Judgment and Decision Research PDF Author: Sandra L. Schneider
Publisher: Cambridge University Press
ISBN: 9780521527187
Category : Psychology
Languages : en
Pages : 740

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Book Description
Table of contents

Approximate Reasoning in Decision Analysis

Approximate Reasoning in Decision Analysis PDF Author: Madan M. Gupta
Publisher: North Holland
ISBN:
Category : Business & Economics
Languages : en
Pages : 484

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Book Description