Matrix-Vector Product

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Properties of Matrix-vector Product

  • AA and BB are m*n matrices, uu and vv are vectors in RnR^n,and c is a scalar.
  • A(u+v)=Au+AvA(u+v)= Au+Av
  • A(cu)=c(Au)=(cA)uA(cu)= c(Au)=(cA)u
  • (A+B)u=Au+Bu(A+B)u=Au+Bu
  • AOAO is the m*1 zero vector
  • OvOv is also the m*1 zero vector
  • Inv=vI_nv=v
  • AA and BB are m*n matrices. If Aw=BwAw=Bw for all ww in RnR^n.Is it true that A=BA=B? Yheah