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Saturday, May 3, 2025

Revisiting calculus from algebra, coalgebra, module and topology, category theory, group theory,algebraic topology...

Sequence and Continuous function

 Representable functor in Calculus

Proving Homeomorphism with Yoneda Lemma: The Unification of epsilon-delta and epsilon-N Formulation

A Higher Perspective on Basic Problems in Calculus

Limit in Analysis and Category Theory

Derivation and Differential Algebra




Taylor series


ODEs


Integration


Statistic


Topological Method




Coalgebras and the Leibniz Rule for Higher-Order Derivatives

Coalgebra

 

Algebra and Coalgebra

Definition.

An R-algebra (R,μ,η) is a monoidal object in R-Mod.

That is, an R module A, a linear map μ:A⊗A→A, called multiplication and the unit map η:R→A.

It satisfies following diagrams

Associative Law:

image-20250503175441734

Unit Law:

image-20250503180028100

 

Definition. A co-R-algebra (C,Δ,ϵ) is a comonoidal object in R-Mod.

That is, an R-module C, a comultiplication Δ:C→C⊗C, and a counit map ϵ:C→R. Then reverse all the arrows in the above diagrams, i.e.

Coassociative

image-20250503184956152

i.e.

(Δ⊗id)∘Δ=(id⊗Δ)∘Δ.

Counit

The counit axioms are captured by two triangles:

image-20250503211547307

i.e.

(ε⊗id)∘Δ=idCand(id⊗ε)∘Δ=idC

Coalgebra and Leibniz rule for higher-order derivatives

Binomial Coalgebra

Consider the ring of polynomials K[X]. View it as a vector space over K.

Define Δ:K[X]→K[X]⊗KK[X] and ϵ:K[X]→K by:

Δ(1)=1⊗1,Δ(Xn)=(1⊗X+X⊗1)n=∑k=0n(nk)Xk⊗Xn−k=Δ(X)n
ϵ=ev0,ϵ(f(X))=f(0)

It is called binomial coalgebra.

Now let us check it forms a coalgebra. Since Δ is a K-alg homomorphism and K[X] is polynomial ring, we only need to check the value at X for (Δ⊗id)∘Δ=(id⊗Δ)∘Δ.

(Δ⊗id)∘Δ(X)=(Δ⊗id)(1⊗X+X⊗1)=Δ(1)⊗X+Δ(X)⊗1
Δ(1)⊗X+Δ(X)⊗1=1⊗1⊗X+1⊗X⊗1+X⊗1⊗1

and

(id⊗Δ)∘Δ(X)=(id⊗Δ)(1⊗X+X⊗1)=1⊗Δ(X)+X⊗Δ(1)
1⊗Δ(X)+X⊗Δ(1)=1⊗1⊗X+1⊗X⊗1+X⊗1⊗1

Hence we have the identity (Δ⊗id)∘Δ=(id⊗Δ)∘Δ.

For

(ε⊗id)∘Δ=idCand(id⊗ε)∘Δ=idC

Consider

(ε⊗id)∘Δ(X)=(ε⊗id)(1⊗X)+(ε⊗id)(X⊗1)=X

By symmetry we have (id⊗ε)∘Δ=idC. Hence it is a coalgebra.

Leibniz Law for higher-order derivatives

Now let us consider the Leibniz Law via this structure.

Consider (C∞(R),μ,η) and (R[D],Δ,ϵ). Then Δ(D)=1⊗D+D⊗1.

Δ(Dn)(f⊗g)=Δ(D)n(f⊗g)=∑k=0n(nk)f(k)⊗g(n−k)

The Leibniz law tells us that

D∘μ=μ∘Δ(D)

Lemma. Let T:X→Y be a morphism and S∈End(Y),U∈End(X). If ST=TU, then SnT=TUn.

Proof.

We use mathematical induction here.

Assume that Sn−1T=TUn−1, then

SnT=Sn−1(ST)=(Sn−1T)U=TUn◻

Hence we have

Dn∘μ=μ∘Δ(D)n

Input f⊗g we get

Dn∘μ(f⊗g)=μ∘(Δ(D))n(f⊗g)=μ(∑k=0n(nk)(f(k)⊗g(n−k)))

That is

Dn(fg)=∑k=0n(nk)f(k)g(n−k)◻

In general, let (R,μ,η,d) be a differential ring and Kd={r∈R|d(r)=0} be the constant ring with respect to d.

Then we could consider the coalgebra of (Kd[d],Δ,ϵ). Again, Δ(d)=1⊗d+d⊗1...We prove the Leibniz rule for higher-order derivatives for arbitrary differential ring.

The binomial coalgebra shows why the Leibniz Law looks like the binomial theorem.

 

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