LeanAide GPT-4 documentation

Module: Mathlib.Analysis.Calculus.FDeriv.Bilinear



IsBoundedBilinearMap.differentiableAt

theorem IsBoundedBilinearMap.differentiableAt : βˆ€ {π•œ : Type u_1} [inst : NontriviallyNormedField π•œ] {E : Type u_2} [inst_1 : NormedAddCommGroup E] [inst_2 : NormedSpace π•œ E] {F : Type u_3} [inst_3 : NormedAddCommGroup F] [inst_4 : NormedSpace π•œ F] {G : Type u_4} [inst_5 : NormedAddCommGroup G] [inst_6 : NormedSpace π•œ G] {b : E Γ— F β†’ G}, IsBoundedBilinearMap π•œ b β†’ βˆ€ (p : E Γ— F), DifferentiableAt π•œ b p

This theorem states that for any non-trivially normed field π•œ, if we have a bounded bilinear map `b` from a Cartesian product of two normed vector spaces `E` and `F` into a normed vector space `G` over the field π•œ, then `b` is differentiable at any point `p` in `E Γ— F`. In other words, the bounded bilinear map `b` admits a derivative at every point in the domain `E Γ— F`.

More concisely: For any non-trivially normed field π•œ and bounded bilinear map `b` from the Cartesian product of two normed vector spaces `E` and `F` into a normed vector space `G`, `b` is differentiable at every point in `E Γ— F`.

IsBoundedBilinearMap.hasFDerivAt

theorem IsBoundedBilinearMap.hasFDerivAt : βˆ€ {π•œ : Type u_1} [inst : NontriviallyNormedField π•œ] {E : Type u_2} [inst_1 : NormedAddCommGroup E] [inst_2 : NormedSpace π•œ E] {F : Type u_3} [inst_3 : NormedAddCommGroup F] [inst_4 : NormedSpace π•œ F] {G : Type u_4} [inst_5 : NormedAddCommGroup G] [inst_6 : NormedSpace π•œ G] {b : E Γ— F β†’ G} (h : IsBoundedBilinearMap π•œ b) (p : E Γ— F), HasFDerivAt b (h.deriv p) p

This theorem states that for any non-trivially normed field `π•œ`, normed additive commutative groups `E`, `F`, and `G`, and the associated normed spaces, if the function `b` from pairs of `E` and `F` to `G` is a bounded bilinear map, then at any point `p` from the pair of `E` and `F`, `b` has a derivative. The derivative of `b` at `p` is the result of the function `IsBoundedBilinearMap.deriv` applied to `b` and `p`. In other words, the change in `b` near `p` can be accurately approximated by the function `IsBoundedBilinearMap.deriv h p`.

More concisely: Given a non-trivially normed field `π•œ`, and normed additive commutative groups `E`, `F`, and `G`, if `b` is a bounded bilinear map from `E Γ— F` to `G`, then `b` has a derivative at any point in `E Γ— F`, which is given by the function `IsBoundedBilinearMap.deriv h` where `h` is the evaluation map at that point.