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Exercise 2020Topology › Topology of Mn(ℝ) › Exponential, logarithm and group topologyM1Added 6 Nov 2026

The Lie product formula

#Lie product formula#Trotter#norm estimates#telescoping

Statement

Prove that for all A,B∈Mn(R)A,B\in M_n(\mathbb{R}),
lim⁡k→∞(eA/keB/k)k=eA+B.\lim_{k\to\infty}\left(e^{A/k}e^{B/k}\right)^k=e^{A+B}.

Hint

Let Xk=eA/keB/kX_k=e^{A/k}e^{B/k} and Yk=e(A+B)/kY_k=e^{(A+B)/k}, so Ykk=eA+BY_k^k=e^{A+B}. Show ∥Xk−Yk∥=O(1/k2)\|X_k-Y_k\|=O(1/k^2), then use Xk−Yk=∑j=0k−1Xj(X−Y)Yk−1−jX^k-Y^k=\sum_{j=0}^{k-1}X^{j}(X-Y)Y^{k-1-j}.

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Solution

Idea. Both XkX_k and YkY_k equal I+A+BkI+\frac{A+B}k up to O(1/k2)O(1/k^2); raising to the kk-th power, kk errors of size 1/k21/k^2 add up to O(1/k)→0O(1/k)\to0.

Step 1: ∥Xk−Yk∥≤C/k2\|X_k-Y_k\|\le C/k^2. Write eM=I+M+r(M)e^{M}=I+M+r(M) with r(M)=∑m≥2Mm/m!r(M)=\sum_{m\ge2}M^m/m! and ∥r(M)∥≤∥M∥22e∥M∥\|r(M)\|\le\frac{\|M\|^2}2e^{\|M\|} (since ∑m≥2xm/m!≤x22ex\sum_{m\ge2}x^m/m!\le\frac{x^2}2e^x). Fix a=∥A∥a=\|A\|, b=∥B∥b=\|B\| and let k≥1k\ge1. Then
Xk=(I+Ak+rA)(I+Bk+rB)=I+A+Bk+(ABk2+rA+rB+AkrB+rABk+rArB),X_k=\Bigl(I+\tfrac Ak+r_A\Bigr)\Bigl(I+\tfrac Bk+r_B\Bigr)=I+\tfrac{A+B}k+\Bigl(\tfrac{AB}{k^2}+r_A+r_B+\tfrac Akr_B+r_A\tfrac Bk+r_Ar_B\Bigr),
Yk=I+A+Bk+r(A+Bk),Y_k=I+\tfrac{A+B}k+r\bigl(\tfrac{A+B}k\bigr),
with ∥rA∥≤a22k2ea\|r_A\|\le\frac{a^2}{2k^2}e^a, ∥rB∥≤b22k2eb\|r_B\|\le\frac{b^2}{2k^2}e^b, ∥r(A+Bk)∥≤(a+b)22k2ea+b\|r(\tfrac{A+B}k)\|\le\frac{(a+b)^2}{2k^2}e^{a+b}. All the correction terms are bounded by C/k2C/k^2 with CC depending only on a,ba,b. Hence ∥Xk−Yk∥≤C/k2\|X_k-Y_k\|\le C/k^2.

Step 2: norms of Xk,YkX_k,Y_k. ∥Xk∥≤ea/keb/k=e(a+b)/k\|X_k\|\le e^{a/k}e^{b/k}=e^{(a+b)/k} and ∥Yk∥≤e∥A+B∥/k≤e(a+b)/k\|Y_k\|\le e^{\|A+B\|/k}\le e^{(a+b)/k}. So both are bounded by Mk=e(a+b)/kM_k=e^{(a+b)/k} (for the operator norm, or up to the harmless constant ∥I∥\|I\|).

Step 3: telescoping. The identity Xk−Yk=∑j=0k−1Xj(X−Y)Yk−1−jX^k-Y^k=\sum_{j=0}^{k-1}X^{j}(X-Y)Y^{k-1-j} (check by expanding: consecutive terms cancel) gives
∥Xkk−Ykk∥≤∑j=0k−1∥Xk∥j∥Xk−Yk∥∥Yk∥k−1−j≤k Mkk−1⋅Ck2≤Ck ea+b.\|X_k^k-Y_k^k\|\le\sum_{j=0}^{k-1}\|X_k\|^j\|X_k-Y_k\|\|Y_k\|^{k-1-j}\le k\,M_k^{k-1}\cdot\frac C{k^2}\le\frac Ck\,e^{a+b}.
(using Mkk−1≤Mkk=ea+bM_k^{k-1}\le M_k^k=e^{a+b}).

Conclusion. ∥(eA/keB/k)k−eA+B∥≤Cea+bk→0\|(e^{A/k}e^{B/k})^k-e^{A+B}\|\le\frac{Ce^{a+b}}k\to0.

Remark. The formula shows that although eAeB≠eA+Be^Ae^B\ne e^{A+B} in general, the products of "infinitesimal steps" recover eA+Be^{A+B}. It is the mathematical core of Trotter-Kato splitting methods in numerical analysis and of the fact that the Lie algebra of a closed subgroup is a vector space (next problem).