Linear Algebra Done Right · Problem 15
Vector Spaces — Sheldon Axler
Mathematics — Linear Algebra · fn-arithmetic
Problem
Show that for all and all .Intuitive explanation
This is about verifying that scalar multiplication distributes over addition of scalars—a foundational property of vector spaces. The key is to work component-by-component: expand what means using the definition of scalar multiplication, then show it equals the sum by comparing each coordinate. You're not discovering something deep, but rather confirming that the definition of scalar multiplication respects the field structure of .
Intuitive explanation
This is about verifying that scalar multiplication distributes over addition of scalars—a foundational property of vector spaces. The key is to work component-by-component: expand what means using the definition of scalar multiplication, then show it equals the sum by comparing each coordinate. You're not discovering something deep, but rather confirming that the definition of scalar multiplication respects the field structure of .