Designing with Computational Intelligence

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.

List of contents

On Using Fuzzy Logic to Control a Simulated Hexacopter Carrying an Attached Pendulum.- Monocular Pose Estimation for an Unmanned AerialVehicle 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 NetworkUsing 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

Summary

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.

Product details

• Assisted by: Luiza De Macedo Mourelle (Editor), Heitor Silvério Lopes (Editor), Luiza de Macedo Mourelle (Editor), Luiza de Macedo Mourelle (Editor), Nadia Nedjah (Editor), Heito Silvério Lopes (Editor), Heitor Silvério Lopes (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2018
• EAN: 9783319831244
• ISBN: 978-3-31-983124-4
• No. of pages: 238
• Dimensions: 155 mm x 13 mm x 235 mm
• Weight: 397 g
• Illustrations: XVIII, 238 p. 136 illus., 57 illus. in color.
• Series: Studies in Computational Intelligence; Studies in Computational Intelligence
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; B, Artificial Intelligence, Konstruktion, Entwurf, Computer-Aided Design (CAD), engineering, Engineering Design, Technical design, Computational Intelligence, Computer-Aided Engineering (CAD, CAE) and Design, Computer-aided engineering