Scalar multiplication

In mathematics, scalar multiplication is one of the basic operations defining a vector space or module in linear algebra.

More specifically, if K is a field and V is a vector space over K, then scalar multiplication is a function from K × V to V. The result of applying this function to c in K and v in V is cv.

Scalar multiplication obeys the following rules:

• Left distributivity: (c + d)v = cv + dv;
• Right distributivity: c(v + w) = cv + cw;
• Associativity: (cd)v = c(dv);
• Identity element: 1v = v;
• Null element: 0v = 0;
• Additive inverse element: (-1)v = -v.

Here + is addition either in the field or in the vector space, as appropriate; and 0 is the additive identity in either. Juxtaposition indicates either scalar multiplication or the multiplication operation in the field.

Scalar multiplication may be viewed as an external binary operation or as an action of the field on the vector space.

As a special case, V may be taken to be K itself and scalar multiplciation may then be taken to be simply the multiplciation in the field. When V is Kⁿ, then scalar multiplication is defined component-wise.

The same idea goes through with no change if K is a commutative ring and V is a module over K. K can even be a rig, but then there is no additive inverse. If K is not commutative, then the only change is that the order of the multiplication may be reversed from what we've written above.