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Advances in Computational Intelligence : Theory and Practice / edited by Hans-Paul Schwefel, Ingo Wegener, Klaus Weinert.

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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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Bibliographic Details
Online Access: Full Text (via Springer)
Main Author: Schwefel, Hans-Paul
Other Authors: Wegener, Ingo, Weinert, Klaus
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2003.
Series:Natural computing series.
Subjects:
Computer science.
Computer software.
Artificial intelligence.
Optical pattern recognition.
Biology > Data processing.
Computer science > Mathematics.
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.

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