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. Â 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.
General
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