structure
PowellYuanAssumption1362
{n m : ℕ}
(x d : ℕ → EuclideanSpace ℝ (Fin n))
(A : EuclideanSpace ℝ (Fin n) → Matrix (Fin n) (Fin m) ℝ)
(B : ℕ → Matrix (Fin n) (Fin n) ℝ)
:
Chapter13 Assumption 13.6.2: the Powell-Yuan iterates x k, trial points x k + d k,
the Jacobian models A y, and the Hessian approximations B k satisfy the source assumptions
that there is a bounded convex closed set omega : Set Point containing every stage iterate
x k and trial point x k + d k for book indices k ≥ 1, that A y has full column rank
for every y ∈ omega, and that the matrix sequence B k is uniformly bounded on book indices
k ≥ 1, expressed through the equivalent finite-coordinate family
fun i j ↦ (B k) i j.
- omega : Set (EuclideanSpace ℝ (Fin n))
- omega_bounded : Bornology.IsBounded self.omega
- omega_convex : Convex ℝ self.omega
- omega_closed : IsClosed self.omega
- iterate_mem_omega (k : ℕ) : 1 ≤ k → x k ∈ self.omega
- trialPoint_mem_omega (k : ℕ) : 1 ≤ k → x k + d k ∈ self.omega
- jacobian_fullColumnRank (y : EuclideanSpace ℝ (Fin n)) : y ∈ self.omega → (A y).rank = m
- matrix_bounded : Bornology.IsBounded (Set.range fun (k : ℕ) (i j : Fin n) => B (k + 1) i j)
Instances For
@[implicit_reducible]
instance
instMembershipPointPowellYuanAssumption1362
{n m : ℕ}
{x d : ℕ → EuclideanSpace ℝ (Fin n)}
{A : EuclideanSpace ℝ (Fin n) → Matrix (Fin n) (Fin m) ℝ}
{B : ℕ → Matrix (Fin n) (Fin n) ℝ}
:
Membership (EuclideanSpace ℝ (Fin n)) (PowellYuanAssumption1362 x d A B)
Membership in PowellYuanAssumption1362 x d A B is membership in the distinguished bounded
convex closed set omega from Chapter13 Assumption 13.6.2.