03418nam a22004455i 4500001001800000003000900018005001700027007001500044008004100059020001800100024003500118050000900153072001600162072002300178072001500201245018400216250001800400264006900418300006300487336002600550337002600576338003600602347002400638490006200662505042700724520120001151650003202351650002902383650003202412650002902444700014502473700007802618710003402696773002602730776003602756776003602792776003602828830006202864856004602926978-3-031-53713-4DE-He21320251030111811.0cr nn 008mamaa240408s2024    sz |    s    |||| 0|eng d  a97830315371347 a10.1007/978-3-031-53713-42doi 4aQ342 7aUYQ2bicssc 7aCOM0040002bisacsh 7aUYQ2thema10aNew Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithmsh[electronic resource] /cedited by Patricia Melin, Oscar Castillo.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aX, 210 p. 73 illus., 61 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aStudies in Computational Intelligence,x1860-9503 ;v11460 aTowards 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.  aThis 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. 0aComputational intelligence. 0aArtificial intelligence.14aComputational Intelligence.24aArtificial Intelligence.1 aMelin, Patricia.eeditor.0(orcid)0000-0001-5798-14261https://orcid.org/0000-0001-5798-14264edt4http://id.loc.gov/vocabulary/relators/edt1 aCastillo, Oscar.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt2 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303153712708iPrinted edition:z978303153714108iPrinted edition:z9783031537158 0aStudies in Computational Intelligence,x1860-9503 ;v114640uhttps://doi.org/10.1007/978-3-031-53713-4