TUTCRIS - Tampereen teknillinen yliopisto

TUTCRIS

Soft Computing Methods

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoMathematical Modelling
ToimittajatSeppo Pohjolainen
KustantajaSpringer International Publishing
Sivut79-112
Sivumäärä34
ISBN (elektroninen)978-3-319-27836-0
ISBN (painettu)978-3-319-27834-6
DOI - pysyväislinkit
TilaJulkaistu - 2016
OKM-julkaisutyyppiA3 Kirjan tai muun kokoomateoksen osa

Tiivistelmä

Soft computing methods of modelling usually include fuzzy logics , neural computation , genetical algorithms and probabilistic deduction , with the addition of data mining and chaos theory in some cases. Unlike the traditional “hardcore methods” of modelling, these new methods allow for the gained results to be incomplete or inexact. Methodologically, the different approaches of these soft methods are quite heterogeneous. Still, all of them have a few things in common, namely that they have all been developed during the last 30–50 years (Bayes formula in 1763 and Lukasiewicz logic in 1920 being the exceptions), and that they would probably have not achieved their current standards without the exceptional growth in computational capacities of computers.

Julkaisufoorumi-taso