1997

Evolutionary Algorithms in Engineering Applications

Editors:

ISBN: 978-3-642-08282-5 (Print) 978-3-662-03423-1 (Online)

Table of contents (30 chapters)

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  1. Front Matter

    Pages I-XXI

  2. Introduction

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-28

      Evolutionary Algorithms — An Overview

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      Book Chapter

      Pages 29-44

      Robust Encodings in Genetic Algorithms

  3. Architecture and Civil Engineering

    1. Front Matter

      Pages 45-45

    2. No Access

      Book Chapter

      Pages 47-68

      Genetic Engineering and Design Problems

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      Book Chapter

      Pages 69-85

      The Generation of Form Using an Evolutionary Approach

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      Book Chapter

      Pages 87-102

      Evolutionary Optimization of Composite Structures

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      Book Chapter

      Pages 103-116

      Flaw Detection and Configuration with Genetic Algorithms

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      Book Chapter

      Pages 117-133

      A Genetic Algorithm Approach for River Management

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      Book Chapter

      Pages 135-152

      Hazards in Genetic Design Methodologies

  4. Computer Science and Engineering

    1. Front Matter

      Pages 153-153

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      Book Chapter

      Pages 155-172

      The Identification and Characterization of Workload Classes

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      Book Chapter

      Pages 173-188

      Lossless and Lossy Data Compression

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      Book Chapter

      Pages 189-206

      Database Design with Genetic Algorithms

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      Book Chapter

      Pages 207-222

      Designing Multiprocessor Scheduling Algorithms Using a Distributed Genetic Algorithm System

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      Book Chapter

      Pages 223-239

      Prototype Based Supervised Concept Learning Using Genetic Algorithms

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      Book Chapter

      Pages 241-257

      Prototyping Intelligent Vehicle Modules Using Evolutionary Algorithms

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      Book Chapter

      Pages 259-276

      Gate-Level Evolvable Hardware: Empirical Study and Application

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      Book Chapter

      Pages 277-292

      Physical Design of VLSI Circuits and the Application of Genetic Algorithms

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      Book Chapter

      Pages 293-313

      Statistical Generalization of Performance-Related Heuristics for Knowledge-Lean Applications

  5. Electrical, Control and Signal Processing

    1. Front Matter

      Pages 315-315

    2. No Access

      Book Chapter

      Pages 317-328

      Optimal Scheduling of Thermal Power Generation Using Evolutionary Algorithms

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      Book Chapter

      Pages 329-343

      Genetic Algorithms and Genetic Programming for Control

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      Book Chapter

      Pages 345-360

      Global Structure Evolution and Local Parameter Learning for Control System Model Reductions

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