Produktinformation
This clearly-structured, classroom-tested textbook/reference presents a methodical introduction to the field of CI. Providing an authoritative insight into all that is necessary for the successful application of CI methods, the book describes fundamental concepts and their practical implementations, and explains the theoretical background underpinning proposed solutions to common problems. Only a basic knowledge of mathematics is required. Features: provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools; contains numerous examples and definitions throughout the text; presents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networks; covers the latest approaches, including ant colony optimization and probabilistic graphical models; written by a team of highly-regarded experts in CI, with extensive experience in both academia and industry.Produktkennzeichnungen
ISBN-101447158490
ISBN-139781447158493
eBay Product ID (ePID)211437029
Produkt Hauptmerkmale
VerlagSpringer London
Erscheinungsjahr2015
Anzahl der Seiten504 Seiten
SpracheEnglisch
PublikationsnameComputational Intelligence
ProduktartLehrbuch
AutorRudolf Kruse
ReiheTexts in Computer Science
Zusätzliche Produkteigenschaften
HörbuchNo
InhaltsbeschreibungPaperback
MitautorPascal Held, Frank Klawonn, Matthias Steinbrecher, Christian Borgelt, Christian Moewes
Item Height2cm
Item Length23cm
Item Width15cm