Computational Intelligence

Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011

ISBN: 978-3-642-35637-7 (Print) 978-3-642-35638-4 (Online)

Table of contents (23 chapters)

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  1. Front Matter

    Pages 1-12

  2. Invited Papers

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-14

      Computational Awareness: Another Way towards Intelligence

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      Chapter

      Pages 15-29

      Concepts and Design of Granular Models: Emerging Constructs of Computational Intelligence

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      Chapter

      Pages 31-45

      Incremental Social Learning in Swarm Intelligence Algorithms for Continuous Optimization

  3. Part I Evolutionary Computation Theory and Applications

    1. Front Matter

      Pages 47-47

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      Chapter

      Pages 49-58

      Solution of a Modified Balanced Academic Curriculum Problem Using Evolutionary Strategies

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      Chapter

      Pages 59-67

      Solving the CVRP Problem Using a Hybrid PSO Approach

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      Chapter

      Pages 69-83

      Adaptive Differential Evolution with Hybrid Rules of Perturbation for Dynamic Optimization

    5. No Access

      Chapter

      Pages 85-100

      Modified Constrained Differential Evolution for Solving Nonlinear Global Optimization Problems

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      Chapter

      Pages 101-118

      Dynamical Modeling and Parameter Identification of Seismic Isolation Systems by Evolution Strategies

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      Chapter

      Pages 119-134

      Skeletal Algorithms in Process Mining

  4. Part II Fuzzy Computation Theory and Applications

    1. Front Matter

      Pages 135-135

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      Chapter

      Pages 137-151

      Handling Fuzzy Models in the Probabilistic Domain

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      Chapter

      Pages 153-165

      A Root-Cause-Analysis Based Method for Fault Diagnosis of Power System Digital Substations

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      Chapter

      Pages 167-182

      Generating Fuzzy Partitions from Nominal and Numerical Attributes with Imprecise Values

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      Chapter

      Pages 183-195

      A New Way to Describe Filtering Process Using Fuzzy Logic: Towards a Robust Density Based Filter

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      Chapter

      Pages 197-212

      Being Healthy in Fuzzy Logic: The Case of Italy

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      Chapter

      Pages 213-240

      Fuzzy Median and Min-Max Centers: An Spatiotemporal Solution of Optimal Location Problems with Bidimensional Trapezoidal Fuzzy Numbers

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      Chapter

      Pages 241-257

      Goodness of Fit Measures and Model Selection in a Fuzzy Least Squares Regression Analysis

  5. Part III Neural Computation Theory and Applications

    1. Front Matter

      Pages 259-259

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      Chapter

      Pages 261-275

      Multilayer Perceptron Learning Utilizing Reducibility Mapping

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      Chapter

      Pages 277-290

      Interacting Individually and Collectively Treated Neurons for Improved Visualization

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      Chapter

      Pages 291-305

      Ultrasonic Motor Control Based on Recurrent Fuzzy Neural Network Controller and General Regression Neural Network Controller

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      Chapter

      Pages 307-316

      A Hybrid Model for Navigation Satellite Clock Error Prediction

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