LEADER 04956nam 22005415 450 001 9910484962003321 005 20251022143903.0 010 $a3-030-58728-2 024 7 $a10.1007/978-3-030-58728-4 035 $a(CKB)4100000011558772 035 $a(MiAaPQ)EBC6386159 035 $a(DE-He213)978-3-030-58728-4 035 $a(PPN)252507290 035 $a(EXLCZ)994100000011558772 100 $a20201106d2021 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRecent Advances of Hybrid Intelligent Systems Based on Soft Computing /$fedited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (VIII, 341 p. 203 illus., 153 illus. in color.) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v915 311 08$a3-030-58727-4 327 $aOptimization of Fuzzy Logic Controllers with Distributed Bio-Inspired Algorithms -- Parallel-machine scheduling problem: An experimental study of instances di?culty and algorithms performance -- Comparison of Genetic Algorithm and Particle Swarm Optimization of Ensemble Neural Networks for Complex Time Series Prediction -- Path Planning by Search Algorithms in Graph-represented Workspaces -- Evaluation of Deep Learning Algorithms for Traffic Sign Detection to Implement on Embedded Systems -- Performance comparison of Parallel PSO-GA algorithm with dynamic parameter adjustment using Type-1 and Interval Type-2 Fuzzy Systems -- A novel study of the Multi-verse Optimizer and its applications on multiple areas of Computer Science -- Comparative Study of Type-1 and Interval Type-2 Fuzzy Systems in Parameter Adaptation of the Fuzzy Flower Pollination Algorithm -- A Comparative Study of the Grey Wolf Optimizer and Firefly Algorithm in Mathematical Benchmark Functions of the CEC 15 Competition -- Optimization of fuzzy controllers for autonomous mobile robots using the Stochastic Fractal Search method -- Fuzzy Dynamic Parameter Adaptation for Particle Swarm Optimization of Modular Granular Neural Networks applied to Time Series Prediction -- Review of fuzzy control for path tracking in the Robotino system -- Optimization of routes of a robot using bioinspired algorithms -- Optimal design of fuzzy logic systems through a Chicken Search Optimization algorithm applied to a benchmark problem -- Optimization of fuzzy trajectory tracking in autonomous mobile robots based on bio-inspired algorithms -- Swarm Intelligence: A Review of Optimization Algorithms Based on Animal Behavior -- Optimization of fuzzy systems through metaheuristics in control systems -- Optimal design of interval type-2 fuzzy tracking controllers of mobile robots using a metaheuristic algorithm. 330 $aThis book describes recent advances on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There are also some papers that present theory and practice of meta-heuristics in different areas of application. Another group of papers describes diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v915 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a004.259 702 $aMelin$b Patricia 702 $aCastillo$b Oscar 702 $aKacprzyk$b Janusz 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484962003321 996 $aRecent advances of hybrid intelligent systems based on soft computing$92850778 997 $aUNINA