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Computational intellingence : principles, techniques and applications ; with 13 tables / Amit Konar

By: Resource type: Ressourcentyp: BuchBookLanguage: English Publisher: Berlin ; Heidelberg ; New York [u.a.] : Springer, 2005Description: XXIII, 708 S. : Ill., graph. Darst. ; 24 cm + 1 CD-ROMISBN:
  • 3540208984
Other title:
  • intelligence
Subject(s): Genre/Form: Additional physical formats: Erscheint auch als: Computational Intellingence. Online-Ausgabe. Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2005. Online-Ressource (XXIV, 708p, digital)DDC classification:
  • 006.3
  • 004
  • 004
MSC: MSC: *68T01 | 68T50 | 68W05 | 68T37 | 68T05 | 68-01RVK: RVK: ST 300 | ST 301LOC classification:
  • Q342
Summary: The book Computational Intelligence: Principles, Techniques and Applications presents both theories and applications of Computational Intelligence in a clear, precise and highly comprehensive style. The textbook addresses the fundamental aspects of Fuzzy Sets and Logic, Neural Networks, Evolutionary Computing and Belief Networks. The application areas include Fuzzy Databases, Fuzzy Control, Image Understanding, Expert Systems, Object Recognition, Criminal Investigation, Telecommunication Networks and Intelligent Robots. The book contains many numerical examples and homework problems with sufficient hints so that the students can solve them on their own. A CD ROM containing the simulations is supplied with the book to enable the interested readers to develop their own application programs with the supplied C/ C++ toolbox. TOC:An Introduction to Computational Intelligence.- Fuzzy Sets and Relations.- Fuzzy Logic and Approximate Reasoning.- Fuzzy Logic In Process Control.- Fuzzy Pattern Recognition.- Fuzzy Databases and Possibilistic Reasoning.- Introduction to Machine Learning Using Neural Nets.- Supervised Neural Learning Algorithms.- Unsupervised Neural Learning Algorithms.- Competitive Learning Using Neural Nets.- Neuro-dynamic Programming by Reinforcement Learning.- Evolutionary Computing Algorithms.- Probabilistic Reasoning and Belief Networks .- Reasoning with Fuzzy Petri Nets .- Image Matching Using Fuzzy Moment Descriptors.- Synergism of Soft Computing Tools.- Object Recognition from Gray Images Using Fuzzy ADALINE Neurons.- Machine Learning Using Fuzzy Petri Nets.- Distributed Machine Learning Using Fuzzy Cognitive Maps.- Computational Intelligence in Tele- Communication Networks.- Computational Intelligence in Mobile Robotics.- Reasoning in a Fuzzy Decision-Support System for Criminal InvestigationCall number: Grundsignatur: 2007 A 5740PPN: PPN: 379617684
Holdings
Item type Home library Collection Shelving location Call number Status Barcode
Freihandbestand ausleihbar Bibliothek Campus Süd inf 6.20 Lesesaal Wirtschaftswissenschaften und Informatik (LSW) 2007 A 5740 Available 49315681090
Total holds: 0
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