Let Sym2≅R3 be the space of symmetric matrices (abbc) with coordinates (a,b,c).
Show that the set PD of positive definite matrices is {(a,b,c):a>0,ac>b2}.
Show that PD is an open convex cone homeomorphic to R3.
Show that its boundary in Sym2 (the singular positive semidefinite matrices) is the circular cone {ac=b2,a,c≥0}.
Hint
Put a=x+y, c=x−y. Then ac−b2=x2−y2−b2, so positive definiteness becomes x>y2+b2.
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Solution
Idea. The determinant of a 2×2 symmetric matrix is a Lorentzian quadratic form in suitable coordinates, and PD is the "future light cone".
Part 1: criterion. Let S=(abbc) and u=(u1,u2)=0. If a>0, completing the square, uTSu=au12+2bu1u2+cu22=a(u1+abu2)2+(c−ab2)u22. If ac>b2 then c−b2/a>0 and the form is positive for u=0 (both squares vanish only if u2=0 and then u1=0). Conversely, if S is positive definite then a=e1TSe1>0 and, taking u=(−b,a), uTSu=a(ac−b2)>0 gives ac>b2. (Equivalently: Sylvester's criterion.)
Part 2: cone, convexity, homeomorphism. Put x=2a+c, y=2a−c, so a=x+y, c=x−y, and (a,b,c)↦(x,y,b) is a linear isomorphism. Then ac−b2=x2−y2−b2. - If x>y2+b2, then x>0 and x2>y2+b2; then a=x+y≥x−∣y∣>0 and ac−b2>0, so the matrix is PD. - Conversely, if a>0 and ac>b2≥0 then c>0, so x=2a+c>0, and x2>y2+b2 gives x>y2+b2.
Hence PD={(x,y,b):x>∥(y,b)∥}, where ∥⋅∥ is the Euclidean norm of R2. It is *open* (the strict inequality between continuous functions), a *cone* (stable under multiplication by λ>0) and *convex*: if xi>∥(yi,bi)∥ then for λ∈[0,1], by the triangle inequality ∥λ(y1,b1)+(1−λ)(y2,b2)∥≤λ∥(y1,b1)∥+(1−λ)∥(y2,b2)∥<λx1+(1−λ)x2.
*Homeomorphism with R3.* The map (x,y,b)↦(y,b,ln(x−∥(y,b)∥)) is a continuous bijection from PD onto R2×R with continuous inverse (y,b,s)↦(∥(y,b)∥+es,y,b).
Part 3: boundary. The set F={x≥∥(y,b)∥} is closed. Every point of {x=∥(y,b)∥} is the limit of the points (x+k1,y,b)∈PD. Hence PD=F, and since PD is open, ∂PD=F∖PD={x=∥(y,b)∥}. In the original coordinates, x=y2+b2 means x≥0 and x2−y2=b2, i.e. ac=b2 and a+c≥0; together with ac=b2≥0 this means a,c≥0 (they have the same sign and a nonnegative sum). So ∂PD={(a,b,c):ac=b2,a,c≥0}, the set of positive semidefinite singular matrices, a circular cone with vertex 0.
Check.S=I has (x,y,b)=(1,0,0) with x>0. S=(1111) has (x,y,b)=(1,0,1), x=∥(y,b)∥: on the boundary (it is PSD with det=0).
Remark. In the Minkowski space R2,1 with the form x2−y2−b2=detS, PD is the open future light cone. This is the picture behind the hyperbolic plane PD∩{det=1}≅H2 and its link with SL2(R).
Lesson. Choose coordinates in which the defining quadratic form is diagonal; cones become norm inequalities.