Theorems · Definition · global analysis
gradient
{𝕜 : Type u_1} →
{F : Type u_2} →
[inst : RCLike 𝕜] → [inst_1 : NormedAddCommGroup F] → [InnerProductSpace 𝕜 F] → [CompleteSpace F] → (F → 𝕜) → F → FGradient of f at the point x, if it exists. Zero otherwise.
Denoted as ∇ within the Gradient namespace.
If the derivative exists (i.e., ∃ f', HasGradientAt f f' x), then
f x' = f x + ⟨f', x' - x⟩ + o (x' - x) where x' converges to x.
- Defined in
- Mathlib.Analysis.Calculus.Gradient.Basic
- Cited by
- 19 results in Mathlib
- Foundations
- Depth 184 from the axioms · uses propext, Classical.choice, Quot.sound
Around this declaration
Dashed lines are statement dependencies; solid lines are citations in proofs.
Cites8
Mathlib declarations this one mentions in its statement or cites explicitly in its proof. Plumbing is filtered out.
- DFunLike.coeproof · cited by 62,936
- NormedAddCommGroupstatement and proof · cited by 15,752
- InnerProductSpacestatement and proof · cited by 3,523
- RCLikestatement and proof · cited by 2,829
- CompleteSpacestatement and proof · cited by 2,532
- fderivproof · cited by 398
- LinearIsometryEquiv.symmproof · cited by 287
- InnerProductSpace.toDualproof · cited by 45
Cited by19
Results whose statement or proof uses this declaration.
- DifferentiableAt.hasGradientAtstatement · cited by 2
- toDual_gradientstatement · cited by 2
- gradient_eq_zero_of_not_differentiableAtstatement · cited by 1
- gradient_fun_conststatement · cited by 1
- gradient_fun_const'statement · cited by 1
- HasGradientAt.gradientstatement · cited by 1
- Filter.EventuallyEq.gradient_eqstatement · cited by 1
- inner_gradient_leftstatement · cited by 1
- gradient_conststatement · cited by 1
- gradient_eq_derivstatement and proof · cited by 1
- DifferentiableOn.hasGradientAtstatement · cited by 0
- inner_gradient_rightstatement and proof · cited by 0