Here are the proofs for the given properties of scalar multiplication and matrix addition.
To prove these results, we will use the definitions of matrix addition and scalar multiplication. Let A and B be m×n matrices, and let g and k be scalars.
Let A=[aij] and B=[bij], where aij and bij are the elements in the i-th row and j-th column of matrices A and B, respectively.
a) Prove k(A+B)=kA+kB
Step 1: Consider the left-hand side (LHS), k(A+B).
First, calculate A+B.
A+B=[aij]+[bij]=[aij+bij]
Now, multiply by the scalar k.
k(A+B)=k[aij+bij]=[k(aij+bij)]
Using the distributive property of scalars over real numbers, k(aij+bij)=kaij+kbij.
So,
k(A+B)=[kaij+kbij]
Step 2: Consider the right-hand side (RHS), kA+kB.
First, calculate kA.
kA=k[aij]=[kaij]
Next, calculate kB.
kB=k[bij]=[kbij]
Now, add kA and kB.
kA+kB=[kaij]+[kbij]=[kaij+kbij]
Step 3: Compare LHS and RHS.
Since [kaij+kbij]=[kaij+kbij], the LHS equals the RHS.
Therefore, k(A+B)=kA+kB is proven.
Proven
b) Prove (g+k)A=gA+kA
Step 1: Consider the left-hand side (LHS), (g+k)A.
(g+k)A=(g+k)[aij]=[(g+k)aij]
Using the distributive property of scalars over real numbers, (g+k)aij=gaij+kaij.
So,
(g+k)A=[gaij+kaij]
Step 2: Consider the right-hand side (RHS), gA+kA.
First, calculate gA.
gA=g[aij]=[gaij]
Next, calculate kA.
kA=k[aij]=[kaij]
Now, add gA and kA.
gA+kA=[gaij]+[kaij]=[gaij+kaij]
Step 3: Compare LHS and RHS.
Since [gaij+kaij]=[gaij+kaij], the LHS equals the RHS.
Therefore, (g+k)A=gA+kA is proven.
Proven