03805nam a22005295i 4500 978-3-031-53713-4 DE-He213 20251030111811.0 cr nn 008mamaa 240408s2024 sz | s |||| 0|eng d 9783031537134 978-3-031-53713-4 10.1007/978-3-031-53713-4 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms [electronic resource] / edited by Patricia Melin, Oscar Castillo. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. X, 210 p. 73 illus., 61 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Computational Intelligence, 1860-9503 ; 1146 Towards Interval Type-3 Fuzzy Parameter Adaptation in Metaheuristics -- An Application of Controlled Sets in Medical Diagnosis -- Dynamic Adjustment of an Artificial Fish Swarm Algorithm using Shadowed Type-2 Fuzzy Logic for Enhancing Benchmark Function Optimization -- α-Interval Valued Fuzzy Sets and α-Interval Valued Fuzzy Subgroups -- Design of a Fuzzy PID controller for the balancing problem of a Quadruped Robot. This book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new directions on the theoretical developments of fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are offered. In addition, the abovementioned methods are discussed in application areas such as control and robotics, pattern recognition, medical diagnosis, decision-making, prediction and optimization of complex problems. There are a group of papers with the main theme of type-1, type-2 and type-3 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1, type-2 and type-3 fuzzy logic and their applications. There is also a set of papers that offer theoretical concepts and applications of meta-heuristics in different areas. Another group of papers outlines diverse applications of hybrid intelligent systems in real problems. There are also some papers that present theory and practice of neural networks in different applications. Finally, there are papers that offer theory and practice of optimization and evolutionary algorithms in different application areas. Computational intelligence. 64052 Artificial intelligence. 58441 Computational Intelligence. 64052 Artificial Intelligence. 58441 Melin, Patricia. editor. (orcid)0000-0001-5798-1426 https://orcid.org/0000-0001-5798-1426 edt http://id.loc.gov/vocabulary/relators/edt 74912 Castillo, Oscar. editor. edt http://id.loc.gov/vocabulary/relators/edt 66767 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031537127 Printed edition: 9783031537141 Printed edition: 9783031537158 Studies in Computational Intelligence, 1860-9503 ; 1146 68854 https://doi.org/10.1007/978-3-031-53713-4 ZDB-2-INR ZDB-2-SXIT 59026 59026