Theory and Applications of Ordered Fuzzy Numbers A Tribute to Professor Witold Kosiński 1st edition by Piotr Prokopowicz, Jacek Czerniak, Dariusz Mikołajewski, Łukasz Apiecionek, Dominik Ślȩzak – Ebook PDF Instant Download/Delivery. 331986663X 978-3319866635
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Product details:
ISBN 10: 331986663X
ISBN 13: 978-3319866635
Author: Piotr Prokopowicz, Jacek Czerniak, Dariusz Mikołajewski, Łukasz Apiecionek, Dominik Ślȩzak
Offers a comprehensive introduction to ordered fuzzy numbers
Demonstrates how to use ordered fuzzy numbers in real-world applications
Presents methods for trend modeling when only imprecise data is available
Theory and Applications of Ordered Fuzzy Numbers A Tribute to Professor Witold Kosiński 1st Table of contents:
Part I: Foundations of Fuzzy Numbers
Chapter 1: Introduction to Fuzzy Sets
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Historical background and development of fuzzy set theory.
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Key concepts: membership functions, fuzzy sets, and fuzzy logic.
Chapter 2: Ordered Fuzzy Numbers
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Definition and properties of ordered fuzzy numbers.
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Operations on fuzzy numbers: addition, subtraction, multiplication, etc.
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Applications in decision-making and optimization.
Part II: Mathematical and Computational Techniques
Chapter 3: Algebraic Structures of Fuzzy Numbers
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Investigating algebraic properties: closure, commutativity, and associativity in fuzzy number operations.
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Fuzzy number spaces and their properties.
Chapter 4: Numerical Methods and Algorithms
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Computational approaches for handling fuzzy numbers.
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Approximation methods for solving fuzzy systems.
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Algorithms for fuzzy arithmetic.
Chapter 5: Optimization with Fuzzy Numbers
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Fuzzy linear programming and optimization techniques.
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Methods for solving fuzzy optimization problems in real-world scenarios.
Part III: Applications of Ordered Fuzzy Numbers
Chapter 6: Fuzzy Decision-Making Systems
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Using ordered fuzzy numbers in decision theory.
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Applications in multi-criteria decision-making (MCDM) problems.
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Case studies: fuzzy decision models in economics, engineering, and management.
Chapter 7: Applications in Control Systems
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Use of fuzzy logic and fuzzy numbers in control theory.
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Design of fuzzy controllers and their applications in automation.
Chapter 8: Fuzzy Data Analysis and Modeling
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Statistical methods for dealing with fuzzy data.
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Applications of fuzzy numbers in regression analysis and data modeling.
Part IV: Advanced Topics and Future Directions
Chapter 9: Generalizations of Fuzzy Numbers
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Extensions of fuzzy numbers: interval-valued fuzzy numbers, picture fuzzy sets.
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Higher-dimensional fuzzy number models.
Chapter 10: Recent Advances in Fuzzy Theory
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Cutting-edge research and applications in fuzzy number theory.
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Links between fuzzy logic, artificial intelligence, and machine learning.
Appendices
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A. Key Definitions and Notations
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B. List of Contributors
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C. References
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