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Designing with Computational Intelligence

  • Book
  • © 2017

Overview

Editors:
  1. Nadia Nedjah

    1. Electronics Engg & Telecomm, State Univ of Rio de Janeiro Electronics Engg & Telecomm, Rio de Janeiro, Brazil

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  2. Heitor Silvério Lopes

    1. Department of Electronics, Tech. Fed. Uni. of Para - UTFPR Department of Electronics, Curitiba-PR, Brazil

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  3. Luiza de Macedo Mourelle

    1. Dept. of Sys. Eng. & Comp., State Univ. of Rio de Janeiro - UERJ Dept. of Sys. Eng. & Comp., Rio de Janeiro-RJ, Brazil

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  • Discusses various applications of computational intelligence to design
  • Written by experts in the field
  • Includes the latest research findings
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 664)

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About this book

This book discusses a number of real-world applications of computational intelligence approaches. Using various examples, it demonstrates that computational intelligence has become a consolidated methodology for automatically creating new competitive solutions to complex real-world problems. It also presents a concise and efficient synthesis of different systems using computationally intelligent techniques.

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xviii
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  2. On Using Fuzzy Logic to Control a Simulated Hexacopter Carrying an Attached Pendulum

    • Emanoel Koslosky, Marco A. Wehrmeister, João A. Fabro, André S. de Oliveira
    Pages 1-32

  3. Monocular Pose Estimation for an Unmanned Aerial Vehicle Using Spectral Features

    • Gastón Araguás, Claudio Paz, Gonzalo Perez Paina, Luis Canali
    Pages 33-51

  4. Simultaneous Navigation and Mapping in an Autonomous Vehicle Based on Fuzzy Logic

    • Álvaro Luiz Sordi Filho, Leonardo Presoto de Oliveira, André Schneider de Oliveira, João Alberto Fabro, Marco Aurélio Wehrmeister
    Pages 53-68

  5. Fully Scalable Parallel Hardware for Wheeled Robot Navigation Using Fuzzy Control

    • Nadia Nedjah, Paulo Renato S. S. Sandres, Luiza de Macedo Mourelle
    Pages 69-85

  6. Nonlinear Correction for an Energy Estimator Operating at Severe Pile-Up Conditions

    • Bernardo Sotto-Maior Peralva, Alessa Monay e Silva, Luciano Manhães de Andrade Filho, Augusto Santiago Cerqueira, José Manoel de Seixas
    Pages 87-107

  7. Non-supervised Learning Applied to Analysis of Topological Metrics of Optical Networks

    • Danilo R. B. de Araújo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
    Pages 109-126

  8. Mole Features Extraction for a Melanoma Recognition System

    • Henrique C. Siqueira, Bruno J. T. Fernandes
    Pages 127-141

  9. Human–Machine Musical Composition in Real-Time Based on Emotions Through a Fuzzy Logic Approach

    • Pedro Lucas, Efraín Astudillo, Enrique Peláez
    Pages 143-159

  10. A Recursive Genetic Algorithm-Based Approach for Educational Timetabling Problems

    • Shara S. A. Alves, Saulo A. F. Oliveira, Ajalmar R. Rocha Neto
    Pages 161-175

  11. Evolving Connection Weights of Artificial Neural Network Using a Multi-Objective Approach with Application to Class Prediction

    • Andrei Strickler, Aurora Pozo
    Pages 177-197

  12. Diversification Strategies in Evolutionary Algorithms: Application to the Scheduling of Power Network Outages

    • Rainer Zanghi, Julio Cesar Stacchini de Souza, Milton Brown Do Coutto Filho
    Pages 199-215

  13. WBdetect: Particle Swarm Optimization for Segmenting Weld Beads in Radiographic Images

    • Rafael Miranda, Myriam Delgado, Tania Mezzadri, Ricardo Dutra da Silva, Marlon Vaz, Carla Marinho
    Pages 217-236

  14. Back Matter

    Pages 237-238
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Editors and Affiliations

  • Electronics Engg & Telecomm, State Univ of Rio de Janeiro Electronics Engg & Telecomm, Rio de Janeiro, Brazil

    Nadia Nedjah

  • Department of Electronics, Tech. Fed. Uni. of Para - UTFPR Department of Electronics, Curitiba-PR, Brazil

    Heitor Silvério Lopes

  • Dept. of Sys. Eng. & Comp., State Univ. of Rio de Janeiro - UERJ Dept. of Sys. Eng. & Comp., Rio de Janeiro-RJ, Brazil

    Luiza de Macedo Mourelle

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