15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools - ICAFS-2022
Published on 1. March 2023
Book
Paperback/Softback
XXVI, 757 pages
978-3-031-25251-8 (ISBN)
Description
The general scope of the book covers diverse areas of fuzzy systems, soft computing, AI tools such as uncertain computation, decision-making under imperfect information, deep learning, and others. The topics of the papers include theory and application of Soft Computing, Neuro-Fuzzy Technology, Intelligent Control, Deep Learning-Machine Learning, Fuzzy Logic in Data Analytics, Evolutionary Computing, Fuzzy logic and Artificial Intelligence in Engineering, Social Sciences, Business, Economics, Material Sciences, and others.This book presents the proceedings of the 16th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2022, held in Budva, Montenegro, on August 26-27, 2022. This is a useful guide for academics, practitioners, and graduates in fields of fuzzy logic and soft computing. It allows for increasing of interest in development and applying of these paradigms in various real-life fields.
More details
Series
Edition
1st ed. 2023
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
172 farbige Abbildungen, 128 s/w Abbildungen
XXVI, 757 p. 300 illus., 172 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 42 mm
Weight
1165 gr
ISBN-13
978-3-031-25251-8 (9783031252518)
DOI
10.1007/978-3-031-25252-5
Schweitzer Classification
Other editions
Additional editions
R. A. Aliev | J. Kacprzyk | W. Pedrycz
15th International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools - ICAFS-2022
E-Book
02/2023
Springer
€223.63
Available for download
Content
On some de novo type approaches to fuzzy decision making, optimization and control: an application to sustainable regional development.- Summarization of bimodal information from large data sets.- Multi-attribute decision making in material selection under Z-valued information.- Decision making on students' performance estimation.- Decision making on selection of Ferritic stainless steel.- Forecasting demand in the commodity market of food products using neural networks.- Estimation of countries' economic development by using Z-number theory.- Optimal implication-based fuzzy control system for a steam generator.- Prediction of energy consumption in residential buildings using Type-2 fuzzy wavelet Neural Network.- Analysis of knee osteoarthritis grading using Deep Learning .- Solving problem of unit commitment by exchange market algorithm and dynamic planning method.- Regular Identification Algorithms for a Special Class of Neuro-Fuzzy Models ANFIS.