Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications: Studies in Computational Intelligence, cartea 940
Editat de Oscar Castillo, Patricia Melinen Limba Engleză Paperback – 29 mar 2022
We describe in this book, recent developments 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 also some papers that presents theory and practice of meta-heuristics in different areas of application. Another group of papers describe 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.
Toate formatele și edițiile | Preț | Express |
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Paperback (1) | 1162.70 lei 43-57 zile | |
Springer International Publishing – 29 mar 2022 | 1162.70 lei 43-57 zile | |
Hardback (1) | 1169.13 lei 43-57 zile | |
Springer International Publishing – 25 mar 2021 | 1169.13 lei 43-57 zile |
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Specificații
ISBN-13: 9783030687786
ISBN-10: 3030687783
Ilustrații: IX, 383 p. 175 illus., 117 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.55 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3030687783
Ilustrații: IX, 383 p. 175 illus., 117 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.55 kg
Ediția:1st ed. 2021
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Cham, Switzerland
Cuprins
Multi-objective Portfolio Optimization Problem with Trapezoidal Fuzzy Parameters.- Optimization of the Internet Shopping Problem with Shipping Costs.- Multiobjective Algorithms Performance When Solving CEC09 Test Instances.- Analysis of the Efficient Frontier of the Portfolio Selection Problem Instance of the Mexican Capital Market
Textul de pe ultima copertă
We describe in this book, recent developments 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 also some papers that presents theory and practice of meta-heuristics in different areas of application. Another group of papers describe 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.
Caracteristici
Describes recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations This book contains a collection of papers focused on hybrid intelligent systems based on soft computing Includes various applications in areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems