Soft Computing Techniques and its Applications in Electrical Engineering - Chaturvedi, Devendra K.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008)
to Soft Computing -- Life History of Brain -- Artificial Neural Network and Supervised Learning -- Factors Affecting the Performance of Artificial Neural Network Models -- Development of Generalized Neuron and Its Validation -- Applications of Generalized Neuron Models -- to Fuzzy Set Theoretic Approach -- Applications of Fuzzy Rule Based System -- Genetic Algorithms -- Applications of Genetic Algorithms to Load Forecasting Problem -- Synergism of Genetic Algorithms and Fuzzy Systems for Power System Applications -- Integration of Neural Networks and Fuzzy Systems -- ANN - GA-Fuzzy Synergism and Its Applications.
Keywords: Artificial intelligence; Applied mathematics; Engineering mathematics; Electrical engineering; Artificial Intelligence; Mathematical and Computational Engineering; Electrical Engineering