Recent advances of hybrid intelligent systems based on soft computing / Patricia Melin, Oscar Castillo, Janusz Kacprzyk, editors.
Melin, Patricia, 1962- editor.; Castillo, Oscar, 1959- editor.; Kacprzyk, Janusz, editor.
2021
QA76.9.S63 .R43 2021eb
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Title
Recent advances of hybrid intelligent systems based on soft computing / Patricia Melin, Oscar Castillo, Janusz Kacprzyk, editors.
ISBN
9783030587284 (electronic book)
3030587282 (electronic book)
3030587274
9783030587277
DOI
https://doi.org/10.1007/978-3-030-58728-4
Published
Cham, Switzerland : Springer, [2021]
Copyright
©2021
Language
English
Description
1 online resource (viii, 341 pages)
Item Number
10.1007/978-3-030-58728-4 doi
Call Number
QA76.9.S63 .R43 2021eb
Dewey Decimal Classification
006.3
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file
PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed January 28, 2021).
Added Author
Melin, Patricia, 1962- editor.
Castillo, Oscar, 1959- editor.
Kacprzyk, Janusz, editor.
Series
Studies in computational intelligence ; v. 915.
Available in Other Form
Print version: 9783030587277
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All Resources
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.

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