Designing with Computational Intelligence

ISBN-13: 9783319447346 / Angielski / Twarda / 2016 / 238 str.

Nadia Nedjah; Heitor Silverio Lopes; Luizade Macedo Mourelle

Opis

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.

Spis treści

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

Blurb

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.