Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications by , Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9783319710082
Publisher: Springer International Publishing Publication: January 10, 2018
Imprint: Springer Language: English
Author:
ISBN: 9783319710082
Publisher: Springer International Publishing
Publication: January 10, 2018
Imprint: Springer
Language: English

This book comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book is organized into seven main parts, each with a collection of papers on a similar subject. The first part presents new concepts and algorithms based on type-2 fuzzy logic for dynamic parameter adaptation in meta-heuristics. The second part discusses network theory and applications, and includes papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The third part addresses the theory and practice of meta-heuristics in different areas of application, while the fourth part describes diverse fuzzy logic applications in the control area, which can be considered as intelligent controllers. The next two parts explore applications in areas, such as time series prediction, and pattern recognition and new optimization and evolutionary algorithms and their applications respectively. Lastly, the seventh part addresses the design and application of different hybrid intelligent systems.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book comprises papers on diverse aspects of fuzzy logic, neural networks, and nature-inspired optimization meta-heuristics and their application in various areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book is organized into seven main parts, each with a collection of papers on a similar subject. The first part presents new concepts and algorithms based on type-2 fuzzy logic for dynamic parameter adaptation in meta-heuristics. The second part discusses network theory and applications, and includes papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The third part addresses the theory and practice of meta-heuristics in different areas of application, while the fourth part describes diverse fuzzy logic applications in the control area, which can be considered as intelligent controllers. The next two parts explore applications in areas, such as time series prediction, and pattern recognition and new optimization and evolutionary algorithms and their applications respectively. Lastly, the seventh part addresses the design and application of different hybrid intelligent systems.

More books from Springer International Publishing

Cover of the book Manipulation of Allelopathic Crops for Weed Control by
Cover of the book Stochastic Geometric Mechanics by
Cover of the book Contemporary Masculinities in the UK and the US by
Cover of the book Universities and the Production of Elites by
Cover of the book Learning Technologies and Globalization by
Cover of the book Spatial Fleming-Viot Models with Selection and Mutation by
Cover of the book A Feasible Basic Income Scheme for Germany by
Cover of the book Ideals, Interests, and U.S. Foreign Policy from George H. W. Bush to Donald Trump by
Cover of the book The Philosophers and Mathematics by
Cover of the book Land Rights and Expropriation in Ethiopia by
Cover of the book Lectures on General Quantum Correlations and their Applications by
Cover of the book Solid Surfaces, Interfaces and Thin Films by
Cover of the book Central European Functional Programming School by
Cover of the book Climate Change Adaptation Measures in Vietnam by
Cover of the book MVT: A Most Valuable Theorem by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy