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The Fundamentals of Computational Intelligence: System Approach
This monograph is dedicated to the systematic presentation of main trends, technologies and methods of computational intelligence (CI). The book pays big attention to novel important CI technology- fuzzy logic (FL) systems and fuzzy neural networks (FNN). Different FNN including new class of FNN- ca...
Main Authors: | , |
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Corporate Author: | |
Format: | e-Book |
Language: | English |
Published: |
Cham :
Springer International Publishing :
2017.
Imprint: Springer, |
Edition: | 1st ed. 2017. |
Series: | Studies in Computational Intelligence,
652 |
Subjects: | |
Online Access: | Full-text access |
Table of Contents:
- Neural Networks
- . Neural Networks with Feedback and Self-organization Introduction
- Fuzzy Inference Systems and Fuzzy Neural Networks
- Application of Fuzzy Logic Systems and Fuzzy Neural Networks in Forecasting Problems in Macroeconomics and Finance
- Fuzzy Neural Networks in Classification Problems
- Inductive Modeling Method (gmdh) in Problems of Intellectual Data Analysis and Forecasting
- The Cluster Analysis in Intellectual Systems
- Genetic Algorithms and Evolutionary Programing
- Problem of Fuzzy Portfolio optimization Under Uncertainty And Its Solution With Application of Computational Intelligence Methods.