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Saturday, September 08, 2012

 

PS2.4 P22: non-zero 2x2 matrices

By trial and error find real non-zero 2 by 2 matrices such that:

  1. A^2 = -I
  2. BC = 0
  3. DE = -ED (not allowing DE = 0)







== Solutions ==
  1. Observe:
    |a b|^2 |a^2+bc ab+bd | |-1 0| A^2 = | | = | | = -I = | | |c d| |ac+cd bc+d^2| |0 -1|
    which means bc must be negative. Trying the simplest case by setting a and d to zeros:
    |0 1| A = | | |-1 0|
    which turns out to work. This means -A is also a solution. Do you see why ?
  2. We can interpret BC=0 as finding C such that the linear combination of the columns of B is zero. Try a simple case when B is all ones:
    |1 1|| 1 1| BC = | || | = 0 |1 1||-1 -1|
    which is one solution.
  3. This is the challenging one among the three. In details, it means:
    |a b||a' b'| |a' b'||a b| | || | = -| || | |c d||c' d'| |c' d'||c d|
    This means 4 conditions must be satisfied:
    2aa' + bc' + b'c = 0 2dd' + bc' + b'c = 0 ab' + ab' + bd' + b'd = 0 ac' + a'c + cd' + c'd = 0
    From the first 2 equations, it also means aa' must equal dd'. For example, if a=a'=1, dd' must be 1. Let's try d=d'=-1:
    |1 ||1 | | -1|| -1|
    Now 2aa' = 2, (bc' + b'c) must equal -2 for the first equation to hold. Try the simple case when bc' = -2 and b'c = 0, which implies either b' or c must be zero. Let's try c = 0:
    |1 1||1 b'| |0 -1||-2 -1|
    whatever b' value is, this turns out to work! We can check the result using Octave:
    D = [1 1; 0 -1] E = [1 rand(); -2 -1]
    Both:
    D*E != 0 D*E == -E*D
    would always result in all ones :-)

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