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Lie product formula

Lie product formula is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Lie product formula rather than just read about it. In short: In mathematics, the Lie product formula, named for Sophus Lie (1875), but also widely called the Trotter product formula, named after Hale Trotter, states that for arbitrary m × m real or complex matrices A and B, e A + B = lim n → ∞ ( e A / n e B / n ) n , {\displaystyle e^{A+B}=\lim _{n\rightarrow \infty }(e^{A/n}e^{B/n})^{n},} where eA denotes the matrix exponential of A. The Lie–Trotter product formula and the T…

Key takeaways

  • Lie product formula belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Lie product formula to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Lie product formula from memory before moving on to harder problems.

Reference excerpt

In mathematics, the Lie product formula, named for Sophus Lie (1875), but also widely called the Trotter product formula, named after Hale Trotter, states that for arbitrary m × m real or complex matrices A and B,

e A + B = lim n → ∞ ( e A / n e B / n ) n , {\displaystyle e^{A+B}=\lim _{n\rightarrow \infty }(e^{A/n}e^{B/n})^{n},}

where eA denotes the matrix exponential of A. The Lie–Trotter product formula and the Trotter–Kato theorem extend this to certain unbounded linear operators A and B. This formula is an analogue of the classical exponential law

e x + y = e x e y {\displaystyle e^{x+y}=e^{x}e^{y}}

which holds for all real or complex numbers x and y. If x and y are replaced with matrices A and B, and the exponential replaced with a matrix exponential, it is usually necessary for A and B to commute for the law to still hold. However, the Lie product formula holds for all matrices A and B, even ones which do not commute. The Lie product formula is conceptually related to the Baker–Campbell–Hausdorff formula, in that both are replacements, in the context of noncommuting operators, for the classical exponential law. The formula has applications, for example, in the path integral formulation of quantum mechanics. It allows one to separate the Schrödinger evolution operator (propagator) into alternating increments of kinetic and potential operators (the Suzuki–Trotter decomposition, after Trotter and Masuo Suzuki). The same idea is used in the construction of splitting methods for the numerical solution of differential equations. Moreover, the Lie product theorem is sufficient to prove the Feynman–Kac formula. The Trotter–Kato theorem can be used for approximation of linear C0-semigroups.

Proof By the Baker–Campbell–Hausdorff formula, ( e A / n e B / n ) n = e A + B + 1 2 n [ A , B ] + ⋯ → e A + B {\displaystyle (e^{A/n}e^{B/n})^{n}=e^{A+B+{\frac {1}{2n}}[A,B]+\cdots }\to e^{A+B}} as n → + ∞ {\displaystyle n\to +\infty } .

See also Time-evolving block decimation

Notes

References Albeverio, Sergio A.; Høegh-Krohn, Raphael J. (1976), Mathematical Theory of Feynman Path Integrals: An Introduction, Lecture Notes in Mathematics, vol. 423 (1st ed.), Berlin, New York: Springer-Verlag, doi:10.1007/BFb0079827, hdl:10852/44049, ISBN 978-3-540-07785-5 Appelbaum, David (2019). "The Feynman-Kac Formula via the Lie-Kato-Trotter Product Formula". Semigroups of Linear Operators : With Applications to Analysis, Probability and Physics. Cambridge University Press. pp. 123–125. ISBN 978-1-108-71637-6. Hall, Brian C. (2013), Quantum Theory for Mathematicians, Graduate Texts in Mathematics, vol. 267, Springer, Bibcode:2013qtm..book.....H, ISBN 978-1461471158 Hall, Brian C. (2015), Lie Groups, Lie Algebras, and Representations: An Elementary Introduction, Graduate Texts in Mathematics, vol. 222 (2nd ed.), Springer, ISBN 978-0-387-40122-5 "Trotter product formula", Encyclopedia of Mathematics, EMS Press, 2001 [1994] Cohen, Joel E.; Friedland, Shmuel; Kato, Tosio; Kelly, F. P. (1982). "Eigenvalue inequalities for products of matrix exponentials" (PDF). Linear Algebra and Its Applications. 45: 55–95. doi:10.1016/0024-3795(82)90211-7. Ito, Kazufumi; Kappel, Franz (1998). "The Trotter-Kato Theorem and Approximation of PDEs". Mathematics of Computation. 67 (221): 21–44. doi:10.1090/S0025-5718-98-00915-6. JSTOR 2584971. Joel E. Cohen; Shmuel Friedland; Tosio Kato; F. P. Kelly (1982), "Eigenvalue inequalities for products of matrix exponentials" (PDF), Linear Algebra and Its Applications, 45: 55–95, doi:10.1016/0024-3795(82)90211-7 Kato, Tosio (1978), "Trotter's product formula for an arbitrary pair of self-adjoint contraction semigroups", Topics in functional analysis (essays dedicated to M. G. Kreĭn on the occasion of his 70th birthday), Adv. in Math. Suppl. Stud., vol. 3, Boston, MA: Academic Press, pp. 185–195, MR 0538020 Lie, Sophus; Engel, Friedrich (1970). Theorie der Transformationsgruppen (in German). New York: American Mathematical Soc. ISBN 0-8284-0232-9. Trotter, H. F. (1959), "On the product of semi-groups of operators", Proceedings of the American Mathematical Society, 10 (4): 545–551, doi:10.2307/2033649, ISSN 0002-9939, JSTOR 2033649, MR 0108732 Suzuki, Masuo (1976). "Generalized Trotter's formula and systematic approximants of exponential operators and inner derivations with applications to many-body problems". Comm. Math. Phys. 51 (2): 183–190. Bibcode:1976CMaPh..51..183S. doi:10.1007/bf01609348. S2CID 121900332. Varadarajan, V.S. (1984), Lie Groups, Lie Algebras, and Their Representations, Springer-Verlag, ISBN 978-0-387-90969-1, pp. 99.

Worked examples

Example 1 — a first encounter with Lie product formula

Start with the simplest possible case. Write down what Lie product formula claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Lie product formula before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Lie product formula ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Lie product formula

In research
Lie product formula appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Lie product formula in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Lie product formula is common in secondary-school and first-year university syllabi. It links to neighbouring topics Lie groups, Matrix theory, so understanding it makes those chapters shorter.
In everyday life
Look for Lie product formula outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Lie product formula in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Lie product formula means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Lie product formula out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Lie product formula in simple terms?

In mathematics, the Lie product formula, named for Sophus Lie (1875), but also widely called the Trotter product formula, named after Hale Trotter, states that for arbitrary m × m real or complex matrices A and B, e A + B = lim n → ∞ ( e A / n e B / n ) n , {\displaystyle e^{A+B}=\lim _{n\rightarro…

Why does Lie product formula matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Lie product formula?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Lie product formula.

Tags

  • Lie groups
  • Matrix theory

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