Rank of a matrix product

AA is a 4×24\times2 matrix and BB is a 2×42\times4 matrix. Their product ABAB is a 4×44\times4 matrix. What is the largest possible rank of ABAB?

Show hints (2)+
  1. rank⁡(AB)≤min⁡(rank⁡A,rank⁡B)\operatorname{rank}(AB)\le\min(\operatorname{rank}A,\operatorname{rank}B) - the product can be no richer than either factor.
  2. A matrix's rank can't exceed its smaller dimension, so each factor's rank is capped at the inner size 22; the 4×44\times4 output shape is a red herring.

Answer

Reveal answer →

2

Create a free account to see the full worked solution and track your progress.

Interview format: Trading Aptitude Tests, Options Trading

Related questions