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Recent advances of hybrid intelligen...

Castillo, Oscar.

Recent advances of hybrid intelligent systems based on soft computing

Record Type:	Electronic resources : Monograph/item
Title/Author:	Recent advances of hybrid intelligent systems based on soft computingedited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk.
other author:	Melin, Patricia.
Published:	Cham :Springer International Publishing :2021.
Description:	viii, 341 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Hybrid systems.
Online resource:	https://doi.org/10.1007/978-3-030-58728-4
ISBN:	9783030587284$q(electronic bk.)

Recent advances of hybrid intelligent systems based on soft computing
Recent advances of hybrid intelligent systems based on soft computing[electronic resource] /edited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk. - Cham :Springer International Publishing :2021. - viii, 341 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.9151860-949X ;. - Studies in computational intelligence ;v. 216..

Optimization of Fuzzy Logic Controllers with Distributed Bio-Inspired Algorithms -- Parallel-machine scheduling problem: An experimental study of instances diﬃculty 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.

This 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.

ISBN: 9783030587284$q(electronic bk.)

Standard No.: 10.1007/978-3-030-58728-4doiSubjects--Topical Terms:

357232
Hybrid systems.

LC Class. No.: QA76.9.S63 / R43 2021

Dewey Class. No.: 006.3

Recent advances of hybrid intelligent systems based on soft computing
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505 0 $a Optimization of Fuzzy Logic Controllers with Distributed Bio-Inspired Algorithms -- Parallel-machine scheduling problem: An experimental study of instances diﬃculty 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.
520 $a This 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.
650 0 $a Hybrid systems. $3 357232
650 0 $a Soft computing $x Industrial applications. $3 276575
650 0 $a Fuzzy logic. $3 181981
650 0 $a Fuzzy systems. $3 182084
650 0 $a Neural networks (Computer science) $3 181982
650 0 $a Mathematical optimization. $3 183292
650 0 $a Computational intelligence. $3 210824
650 2 4 $a Artificial Intelligence. $3 212515
700 1 $a Melin, Patricia. $3 275557
700 1 $a Castillo, Oscar. $3 275558
700 1 $a Kacprzyk, Janusz. $3 256336
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 216. $3 380871
856 4 0 $u https://doi.org/10.1007/978-3-030-58728-4
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)