This book presents the proceedings of the 14th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2020, held in Budva, Montenegro, on August 27–28, 2020. It includes contributions from 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.
Tabella dei contenuti
Cognitive biases in soft human consistent decision making and optimization models.- Z-relation equations.- Advances in Rule-Based Architectures: A Study in the Design of Granular and Scalable Interpretable Models.- Fuzzy Clique Set Determination Method as an Example of Fuzzy Temporal Graph Invariant.- Z-set-based approach to control system design.- Logics of Estimates for Fuzzy Statements.- Construction of consistent Z-preferences in decision making for a foreign market selection.- Fuzzy decision method based on Zadeh’s data aggregation approach.- Fuzzy soft sets and image processing application.- Quality criteria of fuzzy IF-Then rules and their calculations.- Multiple Z-regression with fuzzy coefficients.- Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory.- Multi-criterial optimization problem for fuzzy IF-THEN rules.- Evaluation of the Management and Prevention of Covid-19 Pandemic in most Infected Countries via Fuzzy PROMETHEE Approach.- Fuzzy dynamic programming-based multi-stage transportation problem.
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