Manipulation an Funktionsgraphen
Verschiebung in y-Richtung
Beispiel:
Verschiebung von um 2 Einheiten nach oben. Dann erhalten wir
g(x)=
Allgemein gilt also
Der Graph von g geht aus dem Graphen von f durch Verschiebung in y-Richtung hervor.
Verschiebung in x-Richtung
Beispiel:
Verschiebung von um 1 Einheit nach rechts. Dann erhalten wir
g(x)=
Allgemein gilt also
Der Graph von g geht aus dem Graphen von f durch Verschiebung in x-Richtung hervor.
Spiegelung
Beispiel:
Wir spiegeln an der x-Achse und erhalten g(x)=
Wir spiegeln an der y-Achse und erhalten h(x)=
Allgemein gilt also
geht durch Spiegelung von an der x-Achse hervor.
geht durch Spiegelung von an der y-Achse hervor.
Streckung in y-Richtung
Beispiel:
![](data:image/png;base64,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)
Allgemein gilt also
Der Graph von g geht aus dem Graphen von f durch Streckung in y-Richtung hervor, falls
Streckung in x-Richtung
Beispiel:
![](data:image/png;base64,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)
Allgemein gilt also
Der Graph von g geht aus dem Graphen von f durch Streckung in x-Richtung hervor, falls
Allgemein geht also die Funktion durch Verschiebungen, Spiegelungen, Streckungen in die Funktion
über.