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Augustin-Louis Cauchy

Augustin-Louis Cauchy

A course in two strands: the life of a royalist engineer turned academician, exiled for a decade by his own loyalty, and the work that gave analysis its rigour, complex functions their calculus, and solids and light their first continuum mechanics.

Born 21 August 1789, Paris Died 23 May 1857, Sceaux Output about 800 papers Level advanced undergraduate → graduate
∮ f(z) dz = 2πi Σ Res. The outer contour can be shrunk to small circles around the poles inside it. The pole outside contributes nothing.
Lesson 00

How to use this course

Augustin-Louis Cauchy published about 800 papers, more than anyone of his time except Leonhard Euler. Students meet his name everywhere: Cauchy sequences, the Cauchy–Schwarz inequality, Cauchy’s integral theorem, Cauchy’s theorem on groups, the Cauchy stress tensor, Cauchy’s dispersion formula. Behind the names lies a single programme. Cauchy wanted every result derived from clear definitions, whether the object was a limit, an integral of a complex function, or the force acting across a surface inside a solid.

Prerequisites for Part II
  • Calculus of one and several variables; sequences and series.
  • Linear algebra: matrices, determinants, eigenvalues of symmetric matrices.
  • For Lesson 06, the complex numbers and line integrals; Green’s theorem helps.
  • For Lessons 08–09, Newton’s laws and the divergence theorem; basic wave equations.

Each technical lesson opens with a paragraph for the general reader, then gives precise statements, proof sketches or derivations, and exercises with folded solutions. Lessons 04–07 cover pure mathematics; Lessons 08–09 cover his mechanics of continua and his optics; Lesson 10 returns to two early results in geometry and number theory.

Reference

Timeline

1789Born 21 August in Paris, five weeks after the fall of the Bastille, eldest son of Louis-François Cauchy and Marie-Madeleine Desestre.
1802Enters the École centrale du Panthéon; two years of classical languages.
1805Placed second in the entrance examination of the École polytechnique.
1807Enters the École des ponts et chaussées; works on the Ourcq canal.
1810Engineer at Cherbourg, building the port for Napoleon’s fleet.
1811–13Papers on polyhedra, including the rigidity theorem for convex polyhedra. Returns to Paris in September 1812. November 1812: memoir on alternating functions and determinants.
1813Proves Fermat’s polygonal number theorem.
1814Memoir on definite integrals, the seed of complex function theory.
1815Assistant professor of analysis at the École polytechnique.
1816Grand Prix of the Academy for a memoir on waves on the surface of a liquid. Appointed to the reorganized Académie des sciences.
18184 April: marries Aloïse de Bure; two daughters follow, in 1819 and 1823.
1821Cours d’analyse de l’École royale polytechnique.
182230 September: memoir to the Academy introducing the concept of stress.
1823Résumé des leçons sur le calcul infinitésimal: the integral of a continuous function.
1825Memoir on integrals between imaginary limits: Cauchy’s integral theorem.
1826Starts the Exercices de mathématiques; the calculus of residues.
1827–28Stress tensor, strain, equations of motion and the two-constant law of linear elasticity.
1830September: leaves Paris after the July Revolution, refusing the oath to Louis-Philippe.
1831–33Turin; a chair of theoretical physics is created for him. Elected Fellow of the Royal Society (1832).
1833–38Prague: tutor to Henri d’Artois, grandson of Charles X. 1836: memoir on the dispersion of light.
1838Returns to Paris and resumes his seat in the Academy.
1839Elected to the Bureau des longitudes but cannot take up the post without the oath.
1840–47Exercices d’analyse et de physique mathématique; 1845: the theorem on elements of prime order.
18491 March: professor of mathematical astronomy at the Faculté des sciences of Paris.
1857Dies 23 May at Sceaux, aged 67.
Part I · Formation
Lesson 01

A child of the Revolution, 1789–1805

Augustin-Louis Cauchy was born in Paris on 21 August 1789. His father, Louis-François Cauchy, was a lawyer and an official of the Paris police lieutenancy under the old monarchy. The Revolution ended that career. During the Terror the family left for their country house at Arcueil, south of Paris, where food was scarce and the children were often hungry. Augustin was the eldest of several children; two brothers, Alexandre Laurent and Eugène François, became jurists.

The father educated his sons himself, with a strong Catholic and classical emphasis. After Napoleon came to power the family’s fortunes recovered, and Louis-François became secretary-general of the Senate. Among the senators were the two greatest French mathematicians of the age, Pierre-Simon Laplace and Joseph-Louis Lagrange. Both noticed the boy. Lagrange advised the father to keep him away from mathematics books until he had a solid grounding in languages, so that his talent would not run ahead of his general education.

Cauchy entered the École centrale du Panthéon in 1802 and won prizes in Latin and Greek. In 1804 he began serious mathematics, and in 1805 he sat the entrance examination of the École polytechnique, examined by Jean-Baptiste Biot. He placed second in France.

Lesson 02

Polytechnique and Cherbourg, 1805–1812

At the École polytechnique Cauchy studied analysis with Sylvestre-François Lacroix and mechanics with Gaspard de Prony; his tutor in analysis was André-Marie Ampère. The school trained engineers for the state, and in 1807 he moved on to the École des ponts et chaussées, the school of civil engineering. He did his practical training on the Ourcq canal, which was to bring water to Paris.

In 1810 he was posted as a junior engineer to Cherbourg, where Napoleon was building a naval port for a planned invasion of England. He carried a small library: the Mécanique céleste of Laplace, Lagrange’s Théorie des fonctions analytiques, Virgil and a book of devotions. He worked long days on the harbour and spent his free hours on mathematics.

In February 1811 Cauchy sent the Institute his first paper. A second followed in 1812. In it he proved that a convex polyhedron is determined by its faces (Lesson 10). Adrien-Marie Legendre and Étienne-Louis Malus encouraged him, and the work made his name. In September 1812 he returned to Paris exhausted and depressed, officially on sick leave. He never returned to Cherbourg.

Lesson 03

The breakthrough years, 1812–1816

Back in Paris, Cauchy produced a run of papers that would have made several careers. In November 1812 he read a memoir on functions that take only two values, equal and opposite, under permutations of their variables. It contains the first systematic theory of determinants, including the multiplication theorem (Lesson 07), and was published in 1815 together with a study of how many values a function can take under permutations. In 1813 he proved Fermat’s claim that every positive integer is a sum of \(k\) polygonal numbers of order \(k\) (Lesson 10). In 1814 he wrote a long memoir on definite integrals, in which integrals of complex functions first appear in his work.

Positions came more slowly. He was passed over for the Bureau des longitudes in favour of Legendre, for the geometry section of the Institute in favour of Louis Poinsot, and in a 1814 mechanics election he received no votes. In 1815 he became assistant professor of analysis at the École polytechnique.

The fall of Napoleon changed everything. In 1816 the restored Bourbon monarchy reorganized the Institute and expelled Lazare Carnot and Gaspard Monge from the Académie des sciences for political reasons. Cauchy, a fervent royalist, was named by royal ordinance to one of the vacated seats. Many colleagues resented the manner of his appointment. The same year he won the Academy’s Grand Prix for a memoir on the propagation of waves on the surface of a heavy liquid, a problem that led him to early forms of the Fourier transform. At 26 he was a member of the Academy and a professor at the leading school of science in Europe.

Part II · The mathematics and physics
Lesson 04

Rigour: the Cours d’analyse

For the general reader. Eighteenth-century calculus worked spectacularly but rested on intuitions about “infinitely small” quantities and on formal manipulation of infinite series, which sometimes gave nonsense. In 1821 Cauchy wrote a textbook for his students that defined limits, continuity and convergence in words that can be checked, and proved theorems from those definitions. Modern analysis courses still follow its plan.

Goals
  • Read Cauchy’s definitions of limit, continuity and convergence.
  • Use the Cauchy criterion and the root test.
  • Prove the Cauchy–Schwarz inequality and examine Cauchy’s famous error about series of continuous functions.

Definitions

Cauchy defined a variable quantity to have a limit when its successive values approach a fixed value so that they differ from it by as little as one wishes. An infinitely small quantity was simply a variable with limit zero. A function \(f\) was continuous between two bounds if, for each \(x\) between them, an infinitely small increment of \(x\) produces an infinitely small increment \(f(x+\alpha)-f(x)\). In modern language: \(f(x+\alpha)-f(x)\to0\) as \(\alpha\to0\). The \(\varepsilon\)–\(\delta\) form came later, in the lectures of Karl Weierstrass, but Cauchy’s proofs often used inequalities in exactly that spirit.

Cauchy criterion (1821)

A series \(\sum a_n\) of real numbers converges if and only if, for every \(\varepsilon>0\), there is \(N\) such that \(|a_{n+1}+a_{n+2}+\cdots+a_{n+k}|<\varepsilon\) for all \(n\ge N\) and \(k\ge1\). Equivalently, a sequence converges if and only if it is a Cauchy sequence.

Cauchy proved the necessity and took the sufficiency as evident. It cannot be proved without a precise construction of the real numbers, which Richard Dedekind and Georg Cantor supplied in 1872. Bernard Bolzano had stated the criterion in 1817.

Root test (Cauchy, 1821)

Let \(\rho=\limsup_{n\to\infty}|a_n|^{1/n}\). If \(\rho<1\), then \(\sum a_n\) converges absolutely; if \(\rho>1\), it diverges. Consequently the power series \(\sum c_nz^n\) converges for \(|z|<R\) and diverges for \(|z|>R\), where \(1/R=\limsup|c_n|^{1/n}\).

The Cours also proves the intermediate value theorem by repeated subdivision, and the theorem that the product of two absolutely convergent series converges to the product of their sums (the Cauchy product). In Note II it proves an inequality for finite sums.

Cauchy’s inequality (1821)

For real numbers \(a_1,\dots,a_n,b_1,\dots,b_n\),

\[ \Big(\sum_{i=1}^n a_ib_i\Big)^2\le\Big(\sum_{i=1}^n a_i^2\Big)\Big(\sum_{i=1}^n b_i^2\Big), \]

with equality if and only if the vectors \((a_i)\) and \((b_i)\) are proportional. Viktor Bunyakovsky (1859) and Hermann Schwarz (1888) proved the integral version.

Proof. Lagrange’s identity gives \(\sum a_i^2\sum b_i^2-(\sum a_ib_i)^2=\sum_{i<j}(a_ib_j-a_jb_i)^2\ge0\). Cauchy argued this way.

The sum theorem

The Cours asserts that a convergent series of continuous functions has a continuous sum. This is false. In 1826 Niels Henrik Abel pointed out an exception from Fourier series, and the repair, uniform convergence, was clarified by Seidel, Stokes and Weierstrass in the 1840s. Cauchy himself added a corrected hypothesis in 1853.

Exercise 4.1Find the radius of convergence of \(\sum_{n\ge1}\dfrac{n^n}{n!}z^n\).

Show solution
By Stirling’s formula \(n!\sim n^ne^{-n}\sqrt{2\pi n}\), so \(|c_n|^{1/n}=\big(n^n/n!\big)^{1/n}\to e\). Hence \(R=1/e\).

Exercise 4.2Let \(f_n(x)=x^n\) on \([0,1]\) and \(S(x)=\sum_{n\ge0}(f_{n+1}-f_n)(x)\). Compute the sum and explain which hypothesis Cauchy’s sum theorem lacked.

Show solution
The partial sums telescope to \(x^{N+1}-1\), so \(S(x)=-1\) for \(0\le x<1\) and \(S(1)=0\). Each term is continuous but \(S\) is not. The convergence is not uniform: \(\sup_{[0,1)}|x^{N+1}|=1\) for all \(N\).

Exercise 4.3Use Cauchy’s inequality to show \(\big(\sum_{i=1}^n a_i\big)^2\le n\sum_{i=1}^n a_i^2\), and deduce that the arithmetic mean is at most the root mean square.

Show solution
Take \(b_i=1\): \((\sum a_i)^2\le n\sum a_i^2\). Divide by \(n^2\) and take square roots: \(\frac1n\sum a_i\le\sqrt{\frac1n\sum a_i^2}\). Equality holds exactly when all \(a_i\) are equal.
Lesson 05

The integral and the differential equation

For the general reader. Before Cauchy, an integral was usually defined as the reverse of a derivative. Cauchy turned this around. He defined the integral as a limit of sums of areas of thin rectangles, proved that the limit exists for every continuous function, and then proved that differentiating it gives back the function. He used the same habit of mind to prove that differential equations have solutions, instead of assuming it.

Goals
  • State Cauchy’s definition of the integral and the fundamental theorem of calculus.
  • Prove the Cauchy mean value theorem and use it for l’Hôpital’s rule.
  • Understand the existence theorem for ordinary differential equations by the polygon method.

The integral (1823)

In the Résumé des leçons sur le calcul infinitésimal, Cauchy took a function \(f\) continuous on \([x_0,X]\), a partition \(x_0<x_1<\cdots<x_n=X\), and the sum

\[ S=(x_1-x_0)f(x_0)+(x_2-x_1)f(x_1)+\cdots+(X-x_{n-1})f(x_{n-1}). \]
Theorem (Cauchy, 1823)

If \(f\) is continuous on \([x_0,X]\), the sums \(S\) tend to a unique limit as the largest subinterval tends to 0. Writing \(\int_{x_0}^X f(x)\,dx\) for this limit, the function \(F(x)=\int_{x_0}^x f(t)\,dt\) is differentiable with \(F'(x)=f(x)\).

Cauchy’s proof uses the fact that a continuous function on a closed interval changes by little over short intervals, uniformly along the interval. He took this for granted; Eduard Heine proved uniform continuity in 1872. Bernhard Riemann in 1854 extended the definition to discontinuous functions.

Cauchy mean value theorem

If \(f,g\) are continuous on \([a,b]\) and differentiable on \((a,b)\), there is \(c\in(a,b)\) with \(\big(f(b)-f(a)\big)g'(c)=\big(g(b)-g(a)\big)f'(c)\).

Proof. Apply Rolle’s theorem to \(h(x)=\big(f(b)-f(a)\big)g(x)-\big(g(b)-g(a)\big)f(x)\), which satisfies \(h(a)=h(b)\).

Existence for differential equations

In his lectures at the École polytechnique in the 1820s, Cauchy proved that the initial value problem \(y'=f(x,y)\), \(y(x_0)=y_0\), has a solution, by taking the limit of Euler’s polygonal approximations. The proof circulated through his teaching and was later published by his disciple the Abbé François Moigno. From the 1830s he also developed the calcul des limites, the method of majorant series, to prove existence of analytic solutions; Sofia Kovalevskaya extended it to partial differential equations in 1875.

Theorem (Cauchy–Lipschitz)

Let \(f\) be continuous on a rectangle \(R=\{|x-x_0|\le a,\ |y-y_0|\le b\}\), with \(|f|\le M\) and \(|f(x,y)-f(x,z)|\le L|y-z|\) on \(R\). Then \(y'=f(x,y),\ y(x_0)=y_0\) has a unique solution on \(|x-x_0|\le\min(a,b/M)\).

Exercise 5.1Compute \(\int_0^1x\,dx\) directly from Cauchy’s sums with \(n\) equal subintervals.

Show solution
\(S_n=\sum_{k=0}^{n-1}\frac1n\cdot\frac kn=\frac{1}{n^2}\cdot\frac{(n-1)n}{2}=\frac{n-1}{2n}\to\frac12\).

Exercise 5.2Use the Cauchy mean value theorem to prove: if \(f(a)=g(a)=0\), \(g'\ne0\) near \(a\), and \(f'(x)/g'(x)\to\ell\) as \(x\to a^+\), then \(f(x)/g(x)\to\ell\).

Show solution
For \(x>a\) close to \(a\), apply the theorem on \([a,x]\): \(f(x)g'(c)=g(x)f'(c)\) for some \(c\in(a,x)\). Then \(g(x)\ne0\) (otherwise Rolle would give a zero of \(g'\)), so \(f(x)/g(x)=f'(c)/g'(c)\). As \(x\to a^+\), \(c\to a^+\) and the ratio tends to \(\ell\).

Exercise 5.3Show that \(y'=y^{2/3}\), \(y(0)=0\), has more than one solution, and identify which hypothesis of the Cauchy–Lipschitz theorem fails.

Show solution
Both \(y\equiv0\) and \(y=x^3/27\) solve it: \((x^3/27)'=x^2/9=(x^3/27)^{2/3}\). The function \(y^{2/3}\) is continuous but not Lipschitz near \(y=0\), since its derivative \(\tfrac23y^{-1/3}\) is unbounded there. Existence survives (Peano), uniqueness does not.
Lesson 06

Complex integration and residues

For the general reader. Euler and Laplace had evaluated hard real integrals by passing through complex numbers, without justification. Cauchy made the step legitimate. He showed that the integral of a well-behaved complex function between two points does not depend on the path, so long as the path does not cross a singularity. When it does cross one, the integral jumps by an amount he called the residue. Out of this came the most powerful computing tool in analysis.

Goals
  • State the integral theorem, the residue theorem and the integral formula.
  • Prove the integral theorem for smooth functions via Green’s theorem.
  • Evaluate real integrals by residues.

Three steps, 1814–1831

The 1814 memoir on definite integrals studied how a double integral can depend on the order of integration and contains the first traces of residues. The 1825 Mémoire sur les intégrales définies prises entre des limites imaginaires states that the integral of \(f(z)\) between two complex points is the same along all paths that can be deformed into each other without meeting a point where \(f\) becomes infinite. In 1826 the Exercices de mathématiques introduced the residue as a new calculus. In Turin in 1831 Cauchy derived the integral formula and from it the expansion of a function in power series, convergent up to the nearest singularity.

Cauchy’s integral theorem

Let \(U\subseteq\mathbb C\) be open and \(f:U\to\mathbb C\) holomorphic (complex differentiable at each point). If \(\gamma\) is a closed piecewise smooth curve in \(U\) that is contractible in \(U\), then \(\oint_\gamma f(z)\,dz=0\).

Proof sketch (for \(f\) continuously differentiable). Write \(f=u+iv\) and \(dz=dx+i\,dy\). For \(\gamma\) bounding a region \(D\), Green’s theorem gives

\[ \oint_\gamma f\,dz=\oint_\gamma(u\,dx-v\,dy)+i\oint_\gamma(v\,dx+u\,dy)=\iint_D\big(-v_x-u_y\big)\,dx\,dy+i\iint_D\big(u_x-v_y\big)\,dx\,dy=0, \]

because complex differentiability is equivalent to the Cauchy–Riemann equations \(u_x=v_y,\ u_y=-v_x\). Édouard Goursat removed the hypothesis of continuous derivative in 1900.

Residue theorem and integral formula

Let \(f\) be holomorphic in a simply connected open set \(U\) except at isolated points \(a_1,\dots,a_m\), and let \(\gamma\) be a positively oriented simple closed curve in \(U\) avoiding them. Then

\[ \oint_\gamma f(z)\,dz=2\pi i\sum_{a_k\ \text{inside}\ \gamma}\operatorname{Res}(f,a_k), \]

where \(\operatorname{Res}(f,a)\) is the coefficient of \((z-a)^{-1}\) in the Laurent expansion at \(a\). In particular, if \(f\) is holomorphic on \(U\) and \(a\) lies inside \(\gamma\), then \(f(a)=\dfrac{1}{2\pi i}\displaystyle\oint_\gamma\frac{f(z)}{z-a}\,dz\).

The integral theorem lets one shrink \(\gamma\) to small circles around the singular points, as in the figure at the top of this page. On a small circle \(|z-a|=r\), each term \(c_n(z-a)^n\) integrates to 0 except \(n=-1\), which gives \(2\pi i\,c_{-1}\). For a simple pole, \(\operatorname{Res}(f,a)=\lim_{z\to a}(z-a)f(z)\).

Exercise 6.1Compute \(\displaystyle\int_{-\infty}^{\infty}\frac{dx}{1+x^2}\) by residues.

Show solution
Integrate \(1/(1+z^2)\) over the segment \([-R,R]\) closed by the upper semicircle. The only pole inside is \(z=i\), with residue \(\lim_{z\to i}\frac{z-i}{(z-i)(z+i)}=\frac{1}{2i}\). The semicircle contributes at most \(\pi R/(R^2-1)\to0\). So the integral is \(2\pi i\cdot\frac{1}{2i}=\pi\).

Exercise 6.2Show that \(\displaystyle\int_0^\infty\frac{dx}{1+x^4}=\frac{\pi}{2\sqrt2}\).

Show solution
The poles in the upper half plane are \(a=e^{i\pi/4}\) and \(b=e^{3i\pi/4}\). At a simple pole of \(1/(1+z^4)\) the residue is \(1/(4a^3)=-a/4\) (since \(a^4=-1\)). The sum is \(-\frac14(e^{i\pi/4}+e^{3i\pi/4})=-\frac14\cdot i\sqrt2\). Then \(\int_{-\infty}^\infty=2\pi i\cdot(-\tfrac{i\sqrt2}{4})=\frac{\pi\sqrt2}{2}=\frac{\pi}{\sqrt2}\), and by evenness \(\int_0^\infty=\frac{\pi}{2\sqrt2}\).

Exercise 6.3Use the integral formula to show Cauchy’s estimate: if \(|f|\le M\) on \(|z-a|=r\), then \(|f^{(n)}(a)|\le n!\,M/r^n\). Deduce Liouville’s theorem.

Show solution
Differentiating under the integral, \(f^{(n)}(a)=\frac{n!}{2\pi i}\oint\frac{f(z)}{(z-a)^{n+1}}dz\). Bound the integrand by \(M/r^{n+1}\) and the length by \(2\pi r\). For a bounded entire function, let \(r\to\infty\) with \(n=1\): \(f'(a)=0\) for all \(a\), so \(f\) is constant. (Cauchy published this proof in 1844; the name comes from a related statement by Joseph Liouville the same year.)
Lesson 07

Determinants and permutations

For the general reader. Shuffling variables is the oldest source of group theory. In 1812, at 23, Cauchy studied expressions that change sign when two variables are swapped, and from them built the theory of determinants. Thirty years later, prompted by questions of Joseph Bertrand, he returned to permutations and proved one of the first general theorems about finite groups.

Goals
  • Define the determinant as Cauchy did, as an alternating function.
  • State and apply the multiplication theorem and the Cauchy–Binet formula.
  • Prove Cauchy’s theorem on elements of prime order.

Alternating functions (1812, published 1815)

Cauchy considered the product \(\prod_{i<j}(a_j-a_i)\), which changes sign under any transposition of the variables, and from it defined the determinant of an \(n\times n\) array \((a_{i,j})\) as the alternating sum \(\sum_{\sigma\in S_n}\operatorname{sgn}(\sigma)\,a_{1,\sigma(1)}\cdots a_{n,\sigma(n)}\). He introduced the word “determinant” in this sense, the square array notation with double indices, and proved the product rule. Jacques Binet proved it independently the same year.

Cauchy–Binet formula

Let \(A\) be \(m\times n\) and \(B\) be \(n\times m\) with \(m\le n\). Then

\[ \det(AB)=\sum_{S\subseteq\{1,\dots,n\},\ |S|=m}\det(A_{[m],S})\,\det(B_{S,[m]}), \]

where \(A_{[m],S}\) keeps the columns of \(A\) indexed by \(S\) and \(B_{S,[m]}\) the rows of \(B\) indexed by \(S\). For \(m=n\) this is \(\det(AB)=\det A\det B\).

The companion memoir of 1815 asked how many distinct values a function of \(n\) variables can take when its variables are permuted. Cauchy proved that if the number of values is greater than 2, it is at least the largest prime \(p\le n\). This is a statement about the possible indices of subgroups of \(S_n\), in the line of Lagrange and Ruffini.

The theorem of 1845

In 1844–46 Cauchy wrote a long series of papers on systems of “conjugate substitutions”, closed sets of permutations that we call permutation groups. Among his results is the following.

Cauchy’s theorem (1845)

If \(G\) is a finite group and \(p\) is a prime dividing \(|G|\), then \(G\) has an element of order \(p\).

Proof (J. H. McKay, 1959). Let \(X=\{(g_1,\dots,g_p)\in G^p : g_1g_2\cdots g_p=1\}\). Choosing \(g_1,\dots,g_{p-1}\) freely determines \(g_p\), so \(|X|=|G|^{p-1}\), which is divisible by \(p\). The cyclic group \(\mathbb Z/p\) acts on \(X\) by rotating the tuple (if \(g_1\cdots g_p=1\) then \(g_2\cdots g_pg_1=1\)). Orbits have size 1 or \(p\), and the orbits of size 1 are the constant tuples \((g,\dots,g)\) with \(g^p=1\). So the number of such \(g\) is divisible by \(p\). It is at least 1 (the identity), hence at least \(p\), and some \(g\ne1\) has \(g^p=1\).

Exercise 7.1Verify the Cauchy–Binet formula for \(A=\begin{pmatrix}1&2&3\end{pmatrix}\) and \(B=A^{T}\), and explain its relation to Lesson 04.

Show solution
Here \(m=1\): \(\det(AB)=1+4+9=14\), and the right side is \(\sum_k a_kb_k=14\). For \(m=2\) with rows \(a,b\), \(\det\begin{pmatrix}a\cdot a&a\cdot b\\ b\cdot a&b\cdot b\end{pmatrix}=\sum_{i<j}(a_ib_j-a_jb_i)^2\): Cauchy–Binet for the Gram matrix is Lagrange’s identity, which proves Cauchy’s inequality.

Exercise 7.2Show that Cauchy’s theorem fails for composite divisors: find a group whose order is divisible by 4 but which has no element of order 4.

Show solution
The Klein four-group \(\mathbb Z/2\times\mathbb Z/2\) has order 4, and every non-identity element has order 2. (\(S_3\times\mathbb Z/2\) of order 12 is another example.)

Exercise 7.3Compute the Vandermonde determinant \(\det(a_i^{\,j-1})_{1\le i,j\le3}\) and check that it is Cauchy’s alternating product.

Show solution
The determinant is a polynomial of degree 3 that vanishes when \(a_i=a_j\), so it is divisible by \((a_2-a_1)(a_3-a_1)(a_3-a_2)\), also of degree 3. Comparing the coefficient of \(a_2a_3^2\) (from the diagonal, coefficient 1) gives \(\det=(a_2-a_1)(a_3-a_1)(a_3-a_2)\).
Lesson 08

Stress and elasticity

For the general reader. How does a bridge carry a load? Every small piece of the material pushes and pulls on its neighbours across every imaginary surface. Before 1822 engineers described this with forces between molecules, or with special theories for beams and plates. Cauchy replaced them with one idea: at each point, the force per unit area across a surface depends linearly on the direction the surface faces. The object that encodes this, the stress tensor, is the basis of solid mechanics, fluid mechanics and geophysics.

Goals
  • State Cauchy’s stress theorem and reproduce the tetrahedron argument.
  • Derive the equations of motion and the symmetry of stress.
  • Write Cauchy’s two-constant law for isotropic linear elasticity and the resulting equations.

The memoir of 1822

On 30 September 1822 Cauchy read to the Academy a memoir on the equilibrium and motion of solid and fluid bodies, elastic or not. It had been prompted by Claude-Louis Navier’s work on elastic plates. A summary appeared in the Bulletin de la Société philomathique in 1823, and full treatments in the Exercices de mathématiques of 1827 and 1828. Cauchy postulated that the force per unit area exerted across a small surface element with unit normal \(\mathbf n\), the traction \(\mathbf t(\mathbf n)\), depends only on the point and on \(\mathbf n\), and that it may have a tangential component. Earlier writers had considered only pressures normal to the surface.

Cauchy’s stress theorem

Suppose the traction \(\mathbf t(\mathbf x,\mathbf n)\) is continuous and balance of linear momentum holds for every small region. Then there is a second-order tensor field \(\boldsymbol\sigma(\mathbf x)\) such that \(t_i=\sigma_{ij}n_j\) for every unit vector \(\mathbf n\). In particular \(\mathbf t(-\mathbf n)=-\mathbf t(\mathbf n)\). If balance of angular momentum also holds (no body couples), then \(\sigma_{ij}=\sigma_{ji}\).

The tetrahedron argument

Take a small tetrahedron at \(\mathbf x\) with three faces in the coordinate planes, with outward normals \(-\mathbf e_j\) and areas \(A_j\), and a slanted face of area \(A\) with normal \(\mathbf n\). Projection gives \(A_j=n_jA\). The volume is \(\tfrac13hA\), where \(h\) is the height. Balance of momentum reads

\[ \mathbf t(\mathbf n)A+\sum_{j=1}^3\mathbf t(-\mathbf e_j)\,n_jA+\mathbf f\,\tfrac13hA=\rho\,\mathbf a\,\tfrac13hA. \]

Divide by \(A\) and let \(h\to0\): \(\mathbf t(\mathbf n)=-\sum_j n_j\,\mathbf t(-\mathbf e_j)\). A thin slab argument gives \(\mathbf t(-\mathbf e_j)=-\mathbf t(\mathbf e_j)\), so \(\mathbf t(\mathbf n)=\sum_jn_j\,\mathbf t(\mathbf e_j)\). Setting \(\sigma_{ij}=t_i(\mathbf e_j)\) gives the theorem.

Equations of motion

For any region \(V\) with boundary \(\partial V\), the divergence theorem turns \(\int_{\partial V}\sigma_{ij}n_j\,dA\) into \(\int_V\partial_j\sigma_{ij}\,dV\). Since \(V\) is arbitrary,

\[ \rho\,\frac{\partial^2u_i}{\partial t^2}=\partial_j\sigma_{ij}+f_i . \]

Balance of angular momentum, applied the same way, forces \(\sigma_{ij}=\sigma_{ji}\). Being real and symmetric, \(\boldsymbol\sigma\) has three orthogonal principal directions with real principal stresses, a point Cauchy made explicitly; across those planes the traction is purely normal.

Strain and the isotropic law (1828)

For small displacements \(\mathbf u\), Cauchy measured deformation by the strain \(\varepsilon_{ij}=\tfrac12(\partial_iu_j+\partial_ju_i)\). For an isotropic body with stress proportional to strain he obtained a law with two constants. In today’s notation, with Lamé’s constants \(\lambda,\mu\),

Isotropic linear elasticity (Cauchy, 1828) \[ \sigma_{ij}=\lambda\,\delta_{ij}\,\varepsilon_{kk}+2\mu\,\varepsilon_{ij},\qquad \rho\,\ddot{\mathbf u}=(\lambda+\mu)\,\nabla(\nabla\cdot\mathbf u)+\mu\,\nabla^2\mathbf u+\mathbf f . \]

Navier’s 1821 molecular theory had produced the same equation with a single constant, the special case \(\lambda=\mu\). Cauchy and Siméon-Denis Poisson also derived elasticity from central forces between molecules in 1828–29, which again yields only one constant for an isotropic body. The debate between one constant and two lasted half a century, until experiments by Wertheim and others settled it in favour of two. Cauchy also treated the “perfectly inelastic” case, in which stress depends on the rate of deformation; for an incompressible body this resembles the equation of viscous flow that Navier had found and George Gabriel Stokes later established.

Exercise 8.1A stress state has \(\sigma=\begin{pmatrix}2&1&0\\1&2&0\\0&0&1\end{pmatrix}\) (in MPa). Find the traction on the plane with normal \(\mathbf n=\tfrac1{\sqrt2}(1,1,0)\), its normal and shear parts, and the principal stresses.

Show solution
\(\mathbf t=\sigma\mathbf n=\tfrac1{\sqrt2}(3,3,0)\). Normal part: \(\mathbf t\cdot\mathbf n=3\); shear part: \(\mathbf t-3\mathbf n=0\). So \(\mathbf n\) is a principal direction with principal stress 3. The others: \((1,-1,0)/\sqrt2\) with stress 1, and \(\mathbf e_3\) with stress 1. Principal stresses: 3, 1, 1.

Exercise 8.2Show that for a fluid at rest, where tractions have no shear on any plane, the stress is \(\sigma_{ij}=-p\,\delta_{ij}\).

Show solution
No shear on any plane means every unit vector is an eigenvector of \(\sigma\). A symmetric matrix for which every vector is an eigenvector is a multiple of the identity (if \(\sigma\mathbf e_1=a\mathbf e_1\) and \(\sigma\mathbf e_2=b\mathbf e_2\), then \(\mathbf e_1+\mathbf e_2\) is an eigenvector only if \(a=b\)). Write the multiple as \(-p\). This is Pascal’s law as a consequence of Cauchy’s theorem.

Exercise 8.3Poisson’s ratio is \(\nu=\dfrac{\lambda}{2(\lambda+\mu)}\). What does Navier’s one-constant theory predict for \(\nu\)? Compare with steel (\(\nu\approx0.29\)) and rubber (\(\nu\approx0.5\)).

Show solution
\(\lambda=\mu\) gives \(\nu=\frac{\mu}{4\mu}=\frac14\) for every isotropic material. Steel is close, which is why the one-constant theory survived for a while; rubber, nearly incompressible, is far from it. Cauchy’s two constants allow any \(-1<\nu<\tfrac12\).
Lesson 09

Elastic waves and the theory of light

For the general reader. In the 1820s Augustin Fresnel showed that light behaves as a transverse wave, vibrating across its direction of travel. Waves of that kind need a medium that resists shearing, like a solid. Cauchy, with his new theory of elastic solids, set out to derive the laws of optics from the mechanics of an elastic aether. The attempt failed in its central aim, but it produced the wave theory of elastic solids used by seismologists and a formula for the colours of glass that opticians still use.

Goals
  • Derive the longitudinal and transverse waves of an isotropic elastic solid.
  • Understand Cauchy’s explanation of dispersion and derive the \(1/\lambda^2\) law from a lattice model.
  • Fit Cauchy’s dispersion formula to data.

Two kinds of wave

Take the equation of Lesson 08 without body force and look for plane waves \(\mathbf u=\mathbf a\,e^{i(\mathbf k\cdot\mathbf x-\omega t)}\). Substituting,

\[ \rho\,\omega^2\mathbf a=(\lambda+\mu)(\mathbf k\cdot\mathbf a)\,\mathbf k+\mu\,|\mathbf k|^2\,\mathbf a . \]
Elastic waves in an isotropic solid

If \(\mathbf a\parallel\mathbf k\) (longitudinal waves), \(\omega/|\mathbf k|=c_P=\sqrt{(\lambda+2\mu)/\rho}\). If \(\mathbf a\perp\mathbf k\) (transverse waves, two polarizations), \(\omega/|\mathbf k|=c_S=\sqrt{\mu/\rho}\). Every plane wave is a combination of these, and \(c_P>c_S\).

Poisson found the two speeds in 1829. Seismologists now call them P and S waves. For optics the result was a difficulty: light shows only the transverse kind. Cauchy tried several ways out, including aethers in which the longitudinal wave has zero or infinite speed. George Green in 1838 and James MacCullagh in 1839 criticized the stability or the boundary conditions of such models, and no elastic aether ever reproduced all of Fresnel’s laws of reflection and double refraction.

Dispersion

Glass bends blue light more than red: its refractive index depends on wavelength. A continuous elastic medium cannot explain this, because its wave speed does not depend on wavelength. Cauchy’s insight, published in his Prague memoir on the dispersion of light (1836), was that if the aether consists of molecules whose spacing is not negligible compared with the wavelength, the speed of light in a medium must depend on the wavelength. Expanding in powers of the ratio, he obtained a series for the refractive index.

Cauchy’s dispersion formula \[ n(\lambda)=A+\frac{B}{\lambda^2}+\frac{C}{\lambda^4}+\cdots \]

where \(\lambda\) is the vacuum wavelength and \(A,B,C\) are constants of the material. It describes normal dispersion in transparent media in the visible range. It fails near absorption bands, where Christiansen observed anomalous dispersion in 1870; the later Sellmeier and Helmholtz formulas include resonances.

A lattice model

The mechanism can be seen in one dimension. Masses \(m\) at spacing \(a\), joined by springs of stiffness \(K\), obey \(m\ddot u_j=K(u_{j+1}-2u_j+u_{j-1})\). Trying \(u_j=e^{i(kja-\omega t)}\) gives

\[ \omega=2\sqrt{K/m}\,\Big|\sin\frac{ka}{2}\Big|,\qquad v=\frac{\omega}{k}=v_0\Big(1-\frac{k^2a^2}{24}+\cdots\Big),\quad v_0=a\sqrt{K/m}. \]

The phase speed falls as the wavelength \(2\pi/k\) shrinks. Since the refractive index is inversely proportional to the speed, \(n\approx n_0\big(1+\frac{k^2a^2}{24}\big)\), a constant plus a multiple of \(1/\lambda^2\): Cauchy’s first two terms.

Exercise 9.1For a solid with \(\lambda=\mu\), find \(c_P/c_S\). Earthquakes recorded 800 km away show S waves arriving 70 s after P waves; with \(c_P=8\) km/s, is this consistent?

Show solution
\(c_P/c_S=\sqrt{(\lambda+2\mu)/\mu}=\sqrt3\approx1.73\). With \(c_P=8\), \(c_S\approx4.62\) km/s. Travel times: \(800/8=100\) s and \(800/4.62\approx173\) s, a lag of about 73 s, consistent with 70 s.

Exercise 9.2A glass has \(n=1.5168\) at \(\lambda=0.5876\,\mu\)m and \(n=1.5224\) at \(\lambda=0.4861\,\mu\)m. Fit the two-term Cauchy formula and predict \(n\) at \(0.6563\,\mu\)m.

Show solution
\(1/\lambda^2\) is \(2.896\) and \(4.232\ \mu\mathrm m^{-2}\). Then \(B=\frac{1.5224-1.5168}{4.232-2.896}=\frac{0.0056}{1.336}\approx0.00419\ \mu\mathrm m^2\) and \(A=1.5168-0.00419\times2.896\approx1.5047\). At \(0.6563\ \mu\)m, \(1/\lambda^2=2.322\), so \(n\approx1.5047+0.0097=1.5144\). (Catalogue BK7 glass: \(n_C\approx1.5143\).)

Exercise 9.3Derive the series for \(v\) in the lattice model and find the group velocity \(d\omega/dk\) at small \(k\).

Show solution
\(\sin x=x-x^3/6+\cdots\) with \(x=ka/2\) gives \(\omega=v_0k\big(1-\frac{k^2a^2}{24}+\cdots\big)\), hence the stated \(v\). Then \(d\omega/dk=v_0\big(1-\frac{k^2a^2}{8}+\cdots\big)\), smaller than the phase velocity: the medium is normally dispersive.
Lesson 10

Polyhedra and polygonal numbers

For the general reader. Cauchy made his name at 22 with a theorem a child can state: if you build a convex polyhedron from rigid faces, it cannot flex. A year later he proved a claim Pierre de Fermat had left without proof, that every whole number is a sum of three triangular numbers, four squares, five pentagonal numbers, and so on. Both results show his early gift for combinatorial arguments.

Goals
  • State the rigidity theorem and follow the sign-counting argument.
  • State the polygonal number theorem and test small cases.
Cauchy’s rigidity theorem (1813)

Let \(P\) and \(Q\) be convex polyhedra in \(\mathbb R^3\) with the same combinatorial structure, whose corresponding faces are congruent. Then \(P\) and \(Q\) are congruent.

Proof outline. Label each edge \(+\), \(-\) or \(0\) according to whether its dihedral angle is larger, smaller or equal in \(Q\) than in \(P\). Suppose some edge is non-zero. At each vertex, going around the edges with non-zero labels, count sign changes. A geometric lemma about convex spherical polygons, the arm lemma, shows that every vertex with a non-zero label has at least four sign changes. Counting the same sign changes face by face and using Euler’s formula \(V-E+F=2\) shows that the total number is less than \(4V\). This contradiction proves all labels are 0. Cauchy’s proof of the arm lemma had a gap, repaired by Ernst Steinitz in the 1930s.

Convexity matters: Robert Connelly built a flexible non-convex polyhedron in 1977.

Polygonal number theorem (Fermat’s claim; Cauchy, 1813)

For \(k\ge3\) let \(P_k(m)=\dfrac{(k-2)m^2-(k-4)m}{2}\), \(m=0,1,2,\dots\), be the \(k\)-gonal numbers. Every non-negative integer is a sum of \(k\) numbers \(P_k(m)\).

The case \(k=4\) is Lagrange’s four-square theorem (1770) and \(k=3\) is Gauss’s triangular theorem (1796). Cauchy reduced the general case to these with a lemma: if \(a,b\) are odd positive integers with \(b^2<4a\) and \(3a<b^2+2b+4\), then there are non-negative integers \(s,t,u,v\) with \(a=s^2+t^2+u^2+v^2\) and \(b=s+t+u+v\). Melvyn Nathanson gave a short modern proof based on this lemma in 1987.

Exercise 10.1At a vertex, why is the number of sign changes (going once around) always even?

Show solution
Going around a cycle and returning to the starting label, each change from \(+\) to \(-\) must be balanced by a change from \(-\) to \(+\). So the changes come in pairs.

Exercise 10.2List the pentagonal numbers below 25, and show that 9 needs five of them.

Show solution
\(P_5(m)=\frac{3m^2-m}{2}\): \(0,1,5,12,22\). Sums equal to 9 using only 1 and 5: \(5+1+1+1+1\) (five terms) or nine 1s. So five are needed, matching the bound.

Exercise 10.3Write 7 as a sum of squares and as a sum of triangular numbers, using as few terms as possible.

Show solution
Squares: \(7=4+1+1+1\), four terms; 7 is not a sum of three squares, since it has the form \(8k+7\). Triangular numbers \(0,1,3,6\): \(7=6+1\), two terms.
Part III · Life and legacy
Lesson 11

Professor, academician, exile, 1816–1838

From 1816 to 1830 Cauchy was at the centre of Parisian science. He taught analysis and mechanics at the École polytechnique, substituted for Jean-Baptiste Biot at the Collège de France from 1817, and taught at the Faculté des sciences. His students found his lectures demanding; colleagues on the school’s council complained that his rigorous course left too little time for applications. In 1818 he married Aloïse de Bure, from a family of publishers. They had two daughters.

His productivity overwhelmed the journals. In 1826 he started the Exercices de mathématiques, a private journal that he wrote alone. He was a hard referee and a forgetful one. The memoir that Niels Henrik Abel submitted to the Academy in 1826 was assigned to Cauchy and Legendre and mislaid; Cauchy reported on it only after Abel’s death in 1829, and it was published in 1841. The memoirs of Évariste Galois of 1829 also went unreported. Cauchy was also a devout Catholic, active in charitable and religious societies, and his religious and royalist zeal made him enemies.

Exile

The July Revolution of 1830 replaced Charles X with Louis-Philippe. Cauchy refused to swear the oath of allegiance to the new king and left Paris in September 1830, first for Switzerland. He thereby lost all his posts except his seat in the Academy, which required no oath. In 1831 he settled in Turin, where King Charles Albert of Sardinia created a chair of theoretical physics for him, and where he wrote the memoir on power series of Lesson 06. In 1832 he was elected a Fellow of the Royal Society.

In 1833 the exiled Charles X summoned him to Prague to tutor his grandson Henri d’Artois, duc de Bordeaux, the legitimist heir. It was not a success: the prince was uninterested, and Cauchy was not a gifted teacher of thirteen-year-olds. Cauchy’s wife and daughters joined him in 1834. In Prague he met Bernard Bolzano, whose ideas on rigour were close to his own, and wrote his memoir on the dispersion of light (Lesson 09).

DiscussionCauchy’s handling of the memoirs of Abel and Galois is often cited against him. Compare the volume of submissions the Academy received with the refereeing system of the time. Which failures were personal and which were institutional?

Lesson 12

Return, last years, legacy, 1838–1857

Cauchy returned to Paris late in 1838 and resumed his place in the Academy, but without the oath he could not teach in state institutions. In November 1839 the Bureau des longitudes elected him; the government refused to confirm the election, and he was replaced in 1843. The same year the Collège de France preferred Guglielmo Libri to him for a chair. He kept writing. When the weekly Comptes rendus of the Academy began in 1835 he filled it with so many notes that a page limit was soon imposed on contributions. Between 1840 and 1847 he published the four volumes of the Exercices d’analyse et de physique mathématique, including his group theory of 1844–46.

The Revolution of 1848 abolished the oath. On 1 March 1849 Cauchy became professor of mathematical astronomy at the Faculté des sciences of Paris. In 1850 he lost an election to the Collège de France to Joseph Liouville, which strained their relations, and his last years included a priority dispute with Jean-Marie Duhamel over the theory of inelastic collisions in which he was in the wrong. He died at Sceaux on 23 May 1857, of a bronchial illness, aged 67. His collected works, the Œuvres complètes, fill 27 volumes, the first published in 1882.

Legacy

  • Analysis: definitions of limit, continuity, convergence and integral that, sharpened by Weierstrass, became the standard of rigour. Cauchy sequences define completeness in every metric space.
  • Complex analysis: the integral theorem, residues, the integral formula and power series; Riemann and Weierstrass built function theory on these foundations.
  • Differential equations: existence theorems and the method of majorants, extended in the Cauchy–Kovalevskaya theorem; the initial value problem is still called the Cauchy problem.
  • Algebra: determinants, permutations and the theorem on elements of prime order, a forerunner of Sylow’s theorems (1872).
  • Mechanics and physics: the stress tensor, strain, and the equations of linear elasticity, the language of solid mechanics, seismology and fluid dynamics; the dispersion formula of optics.

Final projectChoose one result from Part II. Write a two-page account that states the result as Cauchy did, then in modern form, works one example in full, and explains which hypothesis Cauchy left implicit and who later made it explicit.

Reference

Sources and further reading

Biography

  1. J. J. O’Connor and E. F. Robertson, Augustin-Louis Cauchy, MacTutor History of Mathematics.
  2. Augustin-Louis Cauchy, Wikipedia (with extensive references).
  3. B. Belhoste, Augustin-Louis Cauchy: A Biography, Springer, 1991.
  4. C.-A. Valson, La vie et les travaux du baron Cauchy, Gauthier-Villars, 1868.

Mathematics and physics

  1. A.-L. Cauchy, Cours d’analyse de l’École royale polytechnique, 1821. English translation by R. E. Bradley and C. E. Sandifer, Springer, 2009.
  2. A.-L. Cauchy, Œuvres complètes, 27 vols., Gauthier-Villars, from 1882; scans on Gallica.
  3. J. V. Grabiner, The Origins of Cauchy’s Rigorous Calculus, MIT Press, 1981.
  4. F. Smithies, Cauchy and the Creation of Complex Function Theory, Cambridge, 1997.
  5. O. Darrigol, Between hydrodynamics and elasticity theory: the first five births of the Navier–Stokes equation, Archive for History of Exact Sciences 56 (2002).
  6. H. Maleki Moghadam et al., Cauchy tetrahedron argument and the proofs of the existence of stress tensor, arXiv:1706.08518.
  7. C. Truesdell, The Rational Mechanics of Flexible or Elastic Bodies 1638–1788 and Essays in the History of Mechanics, Springer, 1960 and 1968.
  8. J. Z. Buchwald, Cauchy’s theory of dispersion anticipated by Fresnel, in Archimedes 30, Springer, 2011.
  9. J. H. McKay, Another proof of Cauchy’s group theorem, American Mathematical Monthly 66 (1959), 119.
  10. M. Aigner and G. M. Ziegler, Proofs from THE BOOK, Springer (chapter on Cauchy’s rigidity theorem).
  11. M. B. Nathanson, A short proof of Cauchy’s polygonal number theorem, Proc. AMS 99 (1987).