Fuzzy Information Processing 2020

This book describes how to use expert knowledgewhich is often formulated by using imprecise (fuzzy) words from a natural language. In the 1960s, Zadeh designed special "fuzzy" techniques for such use. In the 1980s, fuzzy techniques started controlling trains, elevators, video cameras, rice cookers, car transmissions, etc. Now, combining fuzzy with neural, genetic, and other intelligent methods leads to new state-of-the-art results: in aerospace industry (from drones to space flights), in mobile robotics, in finances (predicting the value of crypto-currencies), and even in law enforcement (detecting counterfeit banknotes, detecting online child predators and in creating explainable AI systems). The book describes these (and other) applicationsas well as foundations and logistics of fuzzy techniques. This book can be recommended to specialistsboth in fuzzy and in various application areaswho will learn latest techniques and their applications, and to students interested in innovative ideas.

Covers all aspects of theory and applications in fuzzy systems, soft computing methods, and Presents the proceedings of the 2021 Annual Conference of the NAFIPS held on August 2022, 2020, held online Has written by experts in the field

Klappentext
This book describes how to use expert knowledge which is often formulated by using imprecise (fuzzy) words from a natural language. In the 1960s, Zadeh designed special "fuzzy" techniques for such use. In the 1980s, fuzzy techniques started controlling trains, elevators, video cameras, rice cookers, car transmissions, etc. Now, combining fuzzy with neural, genetic, and other intelligent methods leads to new state-of-the-art results: in aerospace industry (from drones to space flights), in mobile robotics, in finances (predicting the value of crypto-currencies), and even in law enforcement (detecting counterfeit banknotes, detecting online child predators and in creating explainable AI systems). The book describes these (and other) applications as well as foundations and logistics of fuzzy techniques. This book can be recommended to specialists both in fuzzy and in various application areas who will learn latest techniques and their applications, and to students interested in innovative ideas.

Inhalt
Powerset operators in categories with fuzzy relations dened by monads.- Improved Fuzzy Q-Learning with Replay Memory.- The ulem package: underlining for emphasis.- A Dynamic Hierarchical Genetic-Fuzzy Sugeno Network.- Fuzzy Mathematical Morphology and Applications in Image Processing.