The Fundamentals of Computational Intelligence: System Approach

• Main Authors: Zgurovsky, Mikhail Z. (Author), Zaychenko, Yuriy P. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Studies in Computational Intelligence, 652
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

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...

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.