Soft computing : techniques and its applications in electrical engineering

Taking inspiration from the brain structure (neurons), linguistic rather than precise way of description by humans (not so cold, very warm), genetics and the behaviour of birds and ants in the nature, new techniques for the solution of various problems have been developed over the past three decades...

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Bibliografiske detaljer
Hovedforfatter: Chaturvedi, Devendra K., 1967-
Andre forfattere: Kacprzyk, Janusz, 1947- (Directeur de la publication)
Format: Livre numérique
Sprog:Anglais
Udgivet: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Udgivelse:1st ed. 2008.
Serier:Studies in Computational Intelligence 103
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Kommentar: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Soft Computing, Texte imprimé, 9783540870142
• Soft Computing, Texte imprimé, 9783642096228
• Soft Computing, Texte imprimé, 9783540774808
Indholdsfortegnelse:
  • 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.