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...

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Bibliographic Details
Main Authors: Zgurovsky, Mikhail Z. (Author), Zaychenko, Yuriy P. (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edition:1st ed. 2017.
Series:Studies in Computational Intelligence, 652
Subjects:
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
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.

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