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Yuriy P. Kondratenko - Artificial Intelligence in Control and Decision-making Systems : Dedicated to Professor Janusz Kacprzyk

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Yuriy P. Kondratenko Artificial Intelligence in Control and Decision-making Systems : Dedicated to Professor Janusz Kacprzyk

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This book presents an authoritative collection of contributions reporting on Computational Intelligence, fuzzy systems as well as Artificial Intelligence (AI) techniques for modeling, optimization, control and decision-making together with applications and case studies in engineering, management and economic sciences.Dedicated to the Academician of the Polish Academy of Sciences, Professor Janusz Kacprzyk in recognition of his pioneering work, the book reports on theories, methods and new challenges in Artificial Intelligence, thus offering not only a timely reference guide but also a source of new ideas and inspirations for graduate students and researchers alike.The book consists of the 18 chapters, presented by distinguished and experienced authors from 16 different countries. All chapters are grouped into three parts: Computational Intelligence and Fuzzy Systems, Artificial Intelligence Techniques in Modelling and Optimization, and Computational Intelligence in Control and Decision Support Processes.The book reflects recent developments and new directions in Artificial Intelligence, including computation method of the interval hull to solutions of interval and fuzzy interval linear systems, fuzzy-Petri-networks in supervisory control of Markov processes in robotic systems, fuzzy approaches for linguistic data summaries, first-approximation analysis for choosing fuzzy or neural systems and type-1 or type-2 fuzzy sets, matrix resolving functions in game dynamic problems, evolving stacking neuro-fuzzy probabilistic networks and their combined learning in online pattern recognition tasks, structural optimization of fuzzy control and decision-making systems, neural and granular fuzzy adaptive modeling, state and action abstraction for search and reinforcement learning algorithms.

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Book cover of Artificial Intelligence in Control and Decision-making Systems - photo 1
Book cover of Artificial Intelligence in Control and Decision-making Systems
Volume 1087
Studies in Computational Intelligence
Series Editor
Janusz Kacprzyk
Polish Academy of Sciences, Warsaw, Poland

The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligencequickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution, which enable both wide and rapid dissemination of research output.

Indexed by SCOPUS, DBLP, WTI Frankfurt eG, zbMATH, SCImago.

All books published in the series are submitted for consideration in Web of Science.

Editors
Yuriy P. Kondratenko , Vladik Kreinovich , Witold Pedrycz , Arkadii Chikrii and Anna M. Gil-Lafuente
Artificial Intelligence in Control and Decision-making Systems
Dedicated to Professor Janusz Kacprzyk
The Springer logo Editors Yuriy P Kondratenko Department of Intelligent - photo 2

The Springer logo.

Editors
Yuriy P. Kondratenko
Department of Intelligent Information Systems, Petro Mohyla Black Sea National University, Mykolaiv, Ukraine
Institute of Artificial Intelligence Problems of Ministry of Education and Science (MES) and National Academy of Sciences (NAS) of Ukraine, Kyiv, Ukraine
Vladik Kreinovich
Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA
Witold Pedrycz
Department of Electrical and Computer Engineering, Faculty of Engineering, University of Alberta, Edmonton, AB, Canada
Arkadii Chikrii
Department of Optimization of Controlled Processes, Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine, Kyiv, Ukraine
Anna M. Gil-Lafuente
Department of Business, Faculty of Economy and Business, University of Barcelona, Barcelona, Spain
ISSN 1860-949X e-ISSN 1860-9503
Studies in Computational Intelligence
ISBN 978-3-031-25758-2 e-ISBN 978-3-031-25759-9
https://doi.org/10.1007/978-3-031-25759-9
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Academician Professor Janusz Kacprzyk
Yuriy P. Kondratenko
Vladik Kreinovich
Witold Pedrycz
Arkadii Chikrii
Anna M. Gil-Lafuente

A photo of Janusz Kacprzyk Professor Janusz Kacprzyk is an outstanding - photo 3 A photo of Janusz Kacprzyk.

Professor Janusz Kacprzyk is an outstanding scientist in the field of artificial intelligence including fuzzy sets and fuzzy logic, mathematical optimization, decision-making under uncertainty, fuzzy control systems, computational intelligence, intuitionistic fuzzy sets, data analysis, and data mining, with wide applications in databases, management, mobile robotics, and others.

Janusz Kacprzyk is an academician (full member) of the Polish Academy of Sciences. Currently, he is president of the Polish Operational and Systems Research Society and served as the president of the International Fuzzy Systems Association (IFSA) in 20092011.

He is a foreign member of the Spanish Royal Academy of Economic and Financial Sciences (2007), Bulgarian Academy of Sciences (2013), Finnish Society of Sciences and Letters (2018), Royal Flemish Academy of Belgium for Science and the Arts (2019), National Academy of Sciences of Ukraine (2021) as well as a member of Academia Europaea, the European Academy of Sciences and Arts and International Academy of Systems and Cybernetic Sciences (2020).

Professor Kacprzyk is a Honorary Senior Member of the Polish Society for Measurement, Automatic Control, and Robotics (since 2014), Permanent Honorary Member of the Mexican Association for Artificial Intelligence (since 2015), Honorary Member of European Society of Fuzzy Logic and Technology (since 2016) and Fellow of multiple professional societies, including IEEE (Institute of Electrical and Electronics Engineers (since 2006), IFSA (since 1997), EurAI/ECCAI (European Association for Artificial Intelligence, since 2014), SMIA (Mexican Society for Artificial Intelligence, since 2015), IET (Institution of Engineering and Technology (since 2017).

Janusz Kacprzyk was born on July 12, 1947. In 1970, he graduated from the Warsaw University of Technology, Department of Electronics. He has received a Ph.D. (1977) in systems analysis and a Dr. Sc., habil. (1990) in Computer Science from the Systems Research Institute, Polish Academy of Sciences (Warsaw, Poland). In 1997, Janusz Kacprzyk became a Full Professor, awarded by the President of the Republic of Poland.

Since 1970 Janusz Kacprzyk has been working at the Systems Research Institute of the Polish Academy of Sciences (SRI PAS) as senior researcher and deputy director of Research. Now, he is a professor of computer science of SRI PAS, a professor of WITWarsaw School of Applied Information Technology and Management (since 1998), a Professor at Industrial Research Institute of Automation and Measurements (PIAP) in Warsaw (since 2007), director of the Center of Information Technologies of WIT and SRI PAS (since 2012), Honorary External Professor at the Department of Mathematics of Yli Normal University (since 2006) and Full professor (part-time) at Chongqing Three Gorges University (since 2017), P.R. of China.

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