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Designing with Computational Intelligence [electronic resource] / edited by Nadia Nedjah, Heitor Silvério Lopes, Luiza de Macedo Mourelle.

Contributor(s): Nedjah, Nadia [editor.] | Lopes, Heitor Silvério [editor.] | Mourelle, Luiza de Macedo [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Studies in Computational Intelligence: 664Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017.Description: XVIII, 238 p. 136 illus., 57 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319447353.Subject(s): Computational intelligence | Artificial intelligence | Computer-aided engineering | Engineering design | Computational Intelligence | Artificial Intelligence | Computer-Aided Engineering (CAD, CAE) and Design | Engineering DesignAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
On Using Fuzzy Logic to Control a Simulated Hexacopter Carrying an Attached Pendulum -- Monocular Pose Estimation for an Unmanned Aerial Vehicle using Spectral Features -- Simultaneous Navigation and Mapping in an Autonomous Vehicle based on Fuzzy Logic -- Fully Scalable Parallel Hardware for Wheeled Robot Navigation using Fuzzy Control -- Nonlinear Correction for an Energy Estimator Operating at Severe Pile-up Conditions -- Non-Supervised Learning Applied to Analysis of Topological Metrics of Optical Networks -- Mole Features Extraction for a Melanoma Recognition System -- Human-Machine Musical Composition in Real-Time Based on Emotions Through a Fuzzy Logic Approach -- A Recursive Genetic Algorithm-based approach for Educational Timetabling Problems -- Evolving Connection Weights of Artificial Neural Network Using a Multi-Objective Approach with Application to Class Prediction -- Diversification Strategies in Evolutionary Algorithms: Application to the Scheduling of Power Network Outages -- WBdetect: Particle Swarm Optimization for Segmenting Weld Beads in Radiographic Images.
In: Springer Nature eBookSummary: 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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On Using Fuzzy Logic to Control a Simulated Hexacopter Carrying an Attached Pendulum -- Monocular Pose Estimation for an Unmanned Aerial Vehicle using Spectral Features -- Simultaneous Navigation and Mapping in an Autonomous Vehicle based on Fuzzy Logic -- Fully Scalable Parallel Hardware for Wheeled Robot Navigation using Fuzzy Control -- Nonlinear Correction for an Energy Estimator Operating at Severe Pile-up Conditions -- Non-Supervised Learning Applied to Analysis of Topological Metrics of Optical Networks -- Mole Features Extraction for a Melanoma Recognition System -- Human-Machine Musical Composition in Real-Time Based on Emotions Through a Fuzzy Logic Approach -- A Recursive Genetic Algorithm-based approach for Educational Timetabling Problems -- Evolving Connection Weights of Artificial Neural Network Using a Multi-Objective Approach with Application to Class Prediction -- Diversification Strategies in Evolutionary Algorithms: Application to the Scheduling of Power Network Outages -- WBdetect: Particle Swarm Optimization for Segmenting Weld Beads in Radiographic Images.

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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