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Saturday, April 20, 2013

Linear Systems of Two Variables and Equivalency (1.2.6)

Hoffman and Kunze Linear Algebra, section 1.2, exercise 6:

MathJax TeX Test Page Let F1 and F2 be homogeneous systems of linear equations in two unknowns. Prove that if their solution sets are identical, then they are equivalent.

Proof: Lemma 1: Admit two linear systems with one equation each, A:ax1+bx2=0 and B:cx1+dx2=0. We have A equivalent to B if and only if A and B have the same solution set if and only if ac=bd. Proof: (1 ⇒ 2) Theorem 1 ensures this. (2 ⇒ 3) Any solution (n1,m1) of A must satisfy (n1,an1b), and this is seen to be a valid solution so these tuples form the solution set of A. Similarly, the solution set of B is of the form (n2,cn2d). Due to these solution sets' equivalence, we have (1,cd) is a solution of A, so that a(1)+b(cd)=0, entailing (3). (3 ⇒ 1) Let c1=ca=db. Evidently c1(ax1+bx2)=cx1+dx2=c1(0)=0. 

Lemma 2: Let ax1+bx2=0 and cx1+dx2=0 be two equations that aren't scalar products of each other. We have their shared solution set is (0,0). Proof: The solution sets of both are (n1,an1b) and (n2,cn2d) respectively. Assume they share a nontrivial solution. Then n1=n20 and an1b=cn2d=cn1d, entailing ac=bd and these two equations are scalar products by the first lemma, a contradiction. 

Let F1 contain n equations and F2 contain m equations. Assume Aj11Ak11=Aj12Ak12 and Bj21Bk21=Bj22Bk22 for all 1j1,k1n and 1j2,k2m, i.e. all the equations of F1 are scalar products of each other, and the same pertaining to F2, as by the first lemma. Now, (n,nA11A12) is the solution set of F1. Let Bv1x1+Bv2x2=0 be an arbitrary equation of F2. We have (1,A11A12) is a solution of this equation, so that Bv1+Bv2(A11A12)=0 and now A11Bv1=A12Bv2 so that by the first lemma this arbitrary equation of F2 is a scalar product of the equation from F1, and now F2 is a linear combination of F1. Reversing the argument, we obtain F1 is a linear combination of F2, and now F1 and F2 are equivalent.

So assume that there exist two equations in one of the systems that are not scalar products of each other, and designate their system F1. These equations are ax1+bx2=0 and cx1+dx2=0, and evidently at least one of a or c must be nontrivial for their assumption to hold; let it be c. Let nx1+mx2=0 be an arbitrary equation of F2. This equation is a linear combination of the two former by scalars c1 and c2 if (and only if) c1a+c2c=n and c1b+c2d=m; solving these two nonhomogenous equations, we obtainc1=mdncbdac and c2=nc1ac
are such solution scalars. These avoid division by zero as c0 and bdac=0ac=bd, a contradiction by the first lemma and this paragraph's assumption. Thus F2 is a linear combination of F1.

F1 having two mutually non-scalar-product equations implies the same for F2, since by the second lemma the solution set of F1 is (0,0), the same applies for F2, yet the first lemma would entail a nontrivial solution set for F2 if its equations were all scalar products of each other in two unknowns. Thus the argument above can be reversed to obtain F1 is a linear combination of F2 and now F1 is equivalent to F2. 

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