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

Von:

Konar, Amit, 1963- [aut]

Resource type: Ressourcentyp: BuchBuchSprache: Englisch Verlag: Berlin ; Heidelberg ; New York [u.a.] : Springer, 2005Beschreibung: XXIII, 708 S. : Ill., graph. Darst. ; 24 cm + 1 CD-ROMISBN:

3540208984

Weitere Titel:

intelligence

Schlagwörter:

Genre/Form:

Lehrbuch

Andere physische Formen: Erscheint auch als: Computational Intellingence. Online-Ausgabe. Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2005. Online-Ressource (XXIV, 708p, digital)DDC-Klassifikation:

006.3
004
004

MSC: MSC: *68T01 | 68T50 | 68W05 | 68T37 | 68T05 | 68-01RVK: RVK: ST 300 | ST 301LOC-Klassifikation:

Q342

Zusammenfassung: 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

Exemplare ( 1 )

Exemplare
Medientyp	Heimatbibliothek	Sammlung	Standort	Signatur	Status	Barcode
Freihandbestand ausleihbar	Bibliothek Campus Süd	inf 6.20	Lesesaal Wirtschaftswissenschaften und Informatik (LSW)	2007 A 5740	Verfügbar	49315681090

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