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"Evolutionary Machine Learning: A Survey" by Akbar Telikani, Amirhessam Tahmassebi et al.

Evolutionary Computation (EC) approaches are inspired by nature and solve optimization problems in a stochastic manner. They can offer a reliable and effective approach to address complex problems in real-world applications. EC algorithms have recently been used to improve the performance of Machine Learning (ML) models and the quality of their results. Evolutionary approaches can be used in all three parts of ML: preprocessing (e.g., feature selection and resampling), learning (e.g., parameter setting, membership functions, and neural network topology), and postprocessing (e.g., rule optimization, decision tree/support vectors pruning, and ensemble learning). This article investigates the role of EC algorithms in solving different ML challenges. We do not provide a comprehensive review of evolutionary ML approaches here; instead, we discuss how EC algorithms can contribute to ML by addressing conventional challenges of the artificial intelligence and ML communities. We look at the con ....

Machine Learning , Evolutionary Computation , Learning Optimization , Swarm Intelligence ,

Modelling and Simulation of Power Electronic Converter Dominated Power Systems in PowerFactory | Francisco Gonzalez-Longatt

This book provides an overview of power electronic converters for numerical simulations based on DIgSILENT PowerFactory. It covers the basic working principles, key assumptions and implementation steps of models of different types of these power systems. ....

Zuid Holland , Luis Rueda Torres , Franciscom Gonzalez Longatt , Technical University Delft , University Of South Eastern Norway , Higher Education Academy , National University Of San Juan , Department Of Electrical Sustainable Energy , Prof Francisco , Universidad Central De Venezuela , Universidad Bicentenaria De Aragua , Electrical Power Systems , Electrical Engineer Diploma , Escuela Polit , Electrical Engineering , National University , San Juan , Assistant Professor , Intelligent Electrical Power Grids , Electrical Sustainable Energy , Associate Professor , Evolutionary Computation ,

ICAIR 2022 : 7th International Conference on Artificial Intelligence and Robotics (ICAIR 2022)

ICAIR 2022 : 7th International Conference on Artificial Intelligence and Robotics (ICAIR 2022)
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Lamber Cao , Hong Kong Society Of Mechanical Engineers , Georgia Institute Of Technology , International Conference On Automation , Sichuan University , Xian Jiaotong University , Artificial Neural Networks , International Conference On Artificial Intelligence , Network Robotics , International Conference , Artificial Intelligence , Robotics Engineering , Xi An Jiaotong University , Hong Kong Society , Mechanical Engineers , Georgia Institute , Distributed Intelligent Control , Real Time Supervisory Control , Adaptive Control Systems , Embedded Systems , Autonomous Systems , Virtual Systems , Multi Agent Collaborative Systems , Underwater Robotics , Entertainment Robotics , Rescue Robotics ,