1998

Soft Computing in Engineering Design and Manufacturing

Editors:

ISBN: 978-3-540-76214-0 (Print) 978-1-4471-0427-8 (Online)

Table of contents (47 chapters)

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  1. Front Matter

    Pages I-XIX

  2. Evolutionary Computing

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-12

      Artificial Neural Networks Optimization by means of Evolutionary Algorithms

    3. No Access

      Book Chapter

      Pages 13-22

      Fitness Causes Bloat

    4. No Access

      Book Chapter

      Pages 23-29

      Triune-Brain Inspired Unifying View of Intelligent Computation

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      Book Chapter

      Pages 30-39

      An Overview of Evolutionary Computing for Multimodal Function Optimisation

    6. No Access

      Book Chapter

      Pages 40-47

      Evolution of Cellular-automaton-based Associative Memories

    7. No Access

      Book Chapter

      Pages 48-56

      Simple Implementation of Genetic Programming by Column Tables

  3. Neural Networks

    1. Front Matter

      Pages 57-57

    2. No Access

      Book Chapter

      Pages 59-68

      XCS Classifier System Reliably Evolves Accurate, Complete, and Minimal Representations for Boolean Functions

    3. No Access

      Book Chapter

      Pages 69-78

      Designing Neural Networks using a Genetic Rule-based System

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      Book Chapter

      Pages 79-83

      A Neural Network for Real-World Postal Address Recognition

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      Book Chapter

      Pages 84-92

      Neural Processing in Semi-Rigid Connections of Steel Structures

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      Book Chapter

      Pages 93-101

      Evolutionary Design of Neural Trees for Heart Rate Prediction

  4. Fuzzy Logic

    1. Front Matter

      Pages 103-103

    2. No Access

      Book Chapter

      Pages 105-113

      Hypertrapezoidal Fuzzy Membership Functions for Decision Aiding

    3. No Access

      Book Chapter

      Pages 114-121

      An Iterative Two-Phase Approach to Fuzzy System Design

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      Book Chapter

      Pages 122-130

      A Fuzzy Control Course on the Internet

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      Book Chapter

      Pages 131-140

      FUZOS — Fuzzy Operating System Support For Information Technology

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      Book Chapter

      Pages 141-150

      Industrial Application of Chaos Engineering

  5. Genetic Algorithms

    1. Front Matter

      Pages 151-151

    2. No Access

      Book Chapter

      Pages 153-162

      A Genetic Method for Evolutionary Agents in a Competitive Environment

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      Book Chapter

      Pages 163-172

      Empirically-Derived Population Size and Mutation Rate Guidelines for a Genetic Algorithm with Uniform Crossover

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      Book Chapter

      Pages 173-179

      Analysis of Various Evolutionary Algorithms and the Classical Dumped Least Squares in the Optimization of the Doublet

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      Book Chapter

      Pages 180-189

      Genetic Programming with One-Point Crossover

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