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Designing with Computational Intelligence

Nadia Nedjah, Heitor Silvério Lopes, Luiza De Macedo Mourelle (Herausgeber)

Buch | Hardcover

XVIII, 238 Seiten

2016 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-44734-6 (ISBN)

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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.

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

Erscheinungsdatum	25.10.2016
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XVIII, 238 p. 136 illus., 57 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Informatik ► Weitere Themen ► CAD-Programme
	Technik
Schlagworte	Artificial Intelligence • artificial intelligence (incl. robotics) • Computational Intelligence • Computer-Aided Engineering (CAD, CAE) and Design • Design • Designing • Engineering • Engineering design • Intelligent Systems
ISBN-10	3-319-44734-3 / 3319447343
ISBN-13	978-3-319-44734-6 / 9783319447346
Zustand	Neuware