Advances in Computational Intelligence : Theory and Practice

The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy logic and control as well as for evolutionary...

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Corporate Author: SpringerLink (Online service)
Other Authors: Schwefel, Hans-Paul (Editor), Wegener, Ingo (Editor), Weinert, K.D. (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2003, 2003
Edition:1st ed. 2003
Series:Natural Computing Series
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • 1 Introduction
  • I. Fuzzy Logic
  • 2 Mathematical Foundations of Fuzzy Inference
  • 3 Data-Based Fuzzy Modeling for Complex Applications
  • 4 Fuzzy Modeling to Cope with Ambiguities
  • II. Evolutionary Algorithms
  • 5 Theory of Evolutionary Algorithms and Genetic Programming
  • 6 Design of Evolutionary Algorithms and Applications in Surface Reconstruction
  • 7 Genetic Programming and Its Application in Machining Technology
  • III. Machine Learning and Optimization
  • 8 Novel Learning Tasks, Optimization, and Their Application