Artificial intelligence in control and decision-making systems : dedicated to Professor Janusz Kacprzyk / Yuriy P. Kondratenko, Vladik Kreinovich, Witold Pedrycz, Arkadii Chikrii, Anna M. Gil-Lafuente, editors.

This book presents an authoritative collection of contributions reporting on computational intelligence, fuzzy systems as well as artificial intelligence techniques for modeling, optimization, control and decision-making together with applications and case studies in engineering, management and econ...

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Other Authors: Kacprzyk, Janusz (honouree.), Kondratenko, Yuriy P. (Editor), Kreinovich, Vladik (Editor), Pedrycz, Witold, 1953- (Editor), Chikriĭ, A. A. (Arkadiĭ Alekseevich) (Editor), Gil Lafuente, Ana María (Editor)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, 2023.
Series:Studies in computational intelligence ; v. 1087.
Subjects:
Online Access:Click for online access

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245 0 0 |a Artificial intelligence in control and decision-making systems :  |b dedicated to Professor Janusz Kacprzyk /  |c Yuriy P. Kondratenko, Vladik Kreinovich, Witold Pedrycz, Arkadii Chikrii, Anna M. Gil-Lafuente, editors. 
264 1 |a Cham, Switzerland :  |b Springer,  |c 2023. 
300 |a 1 online resource (xvii, 388 pages) :  |b illustrations (some color). 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Studies in computational intelligence,  |x 1860-9503 ;  |v volume 1087 
505 0 |a Method for the Computation of the Interval Hull to Solutions of Interval and Fuzzy Interval Linear Systems -- Fuzzy-Petri-Networks in Supervisory Control of Markov Processes in Robotized FMS and Robotic Systems -- Using Fuzzy Set Approaches for Linguistic Data Summaries -- Fuzzy or Neural, Type-1 or Type-2 - When Each Is Better: First-Approximation Analysis. 
520 |a This book presents an authoritative collection of contributions reporting on computational intelligence, fuzzy systems as well as artificial intelligence 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 (Australia, Brazil, Canada, Chile, Germany, Hungary, Israel, Italy, China, R.N.Macedonia, Saudi Arabia, Spain, Turkey, United States, Ukraine, and Vietnam). 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. Among the most successful and perspective implementations in practical areas of human activity are tentative algorithms for neurological disorders, human-centric question-answering system, OWA operators in pensions, evaluation of the perception of public safety through fuzzy and multi-criteria approach, a multicriteria hierarchical approach to investment location choice, intelligent traffic signal control and generative adversarial networks in cybersecurity. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed April 24, 2023). 
504 |a Includes bibliographical references. 
650 0 |a Artificial intelligence. 
650 0 |a Control theory. 
650 0 |a Fuzzy systems. 
650 0 |a Decision making  |x Data processing. 
650 7 |a artificial intelligence.  |2 aat 
650 7 |a Artificial intelligence  |2 fast 
650 7 |a Control theory  |2 fast 
650 7 |a Decision making  |x Data processing  |2 fast 
650 7 |a Fuzzy systems  |2 fast 
655 7 |a Festschriften.  |2 lcgft 
700 1 |a Kacprzyk, Janusz,  |e honouree. 
700 1 |a Kondratenko, Yuriy P.,  |e editor. 
700 1 |a Kreinovich, Vladik,  |e editor. 
700 1 |a Pedrycz, Witold,  |d 1953-  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PBJB49VDKRW38vKvvX3q84q 
700 1 |a Chikriĭ, A. A.  |q (Arkadiĭ Alekseevich),  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjBFQvH6RJkXbYRtKcghH3 
700 1 |a Gil Lafuente, Ana María,  |e editor. 
776 0 8 |i Print version:  |z 3031257588  |z 9783031257582  |w (OCoLC)1360308671 
830 0 |a Studies in computational intelligence ;  |v v. 1087.  |x 1860-9503 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-3-031-25759-9  |y Click for online access 
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