Floquet growth rate Created 2026-10-06 Updated 2026-10-14
The Floquet growth rate measures the exponential trend of a periodic linear differential equation over many coefficient periods. A Floquet multiplier measures the factor per period ; the corresponding rate per unit time is
where is a Floquet exponent. Taking the real part removes the ambiguity in the complex logarithm.
For the scalar example under periodic solution, and the Floquet growth rate is , independently of . Indeed,
The instantaneous logarithmic derivative keeps oscillating even though its average over complete periods is exactly . Sampling at the same phase in each period removes the modulation altogether: .
Figure 1.
The multiplier gives a factor per period and its logarithm gives a rate per unit time
. Left: sampling at , , gives ; straight lines on the logarithmic scale have slopes per period. Right: the instantaneous logarithmic derivatives oscillate around the constant long-term rates . Details.
For the general finite-dimensional homogeneous linear differential equation , assume that is continuous on the real line and -periodic, with . Normalize its fundamental matrix by and set . The maximal asymptotic exponential rate, using any induced matrix norm, is
Here is the spectral radius, are the Floquet multipliers, and invertibility gives . This concerns growth of the solution operator; it does not say that every initial condition attains the maximum.[ref]
To prove the formula, write with . Periodicity and uniqueness give
Both and have uniformly bounded matrix norms on a period. Consequently differs from by at most fixed multiplicative factors. The spectral radius formula gives , proving the claimed limit without choosing a matrix logarithm.
For a particular nonzero initial condition , decompose into the generalized eigenspaces of over the complex numbers. The rate of is the largest among components that are nonzero. Generic data have a component in the dominant generalized eigenspaces and attain ; data contained in the sum of the subdominant generalized eigenspaces have a smaller rate. For example, with , the maximal rate is , while decays at rate . These invariant subspaces describe initial data at phase zero. Their transported versions can vary with time and satisfy .
A negative Floquet growth rate allows temporary amplification. For the constant non-normal matrix
the initial condition has Euclidean norm , which rises from to about at before eventually decaying. Its exponential rate is still : the Jordan block contributes a polynomial factor, whose logarithm divided by tends to zero. At a unit-modulus Floquet multiplier, such polynomial growth can even be unbounded with zero exponential rate; gives . Thus zero Floquet growth rate alone proves neither boundedness nor a periodic solution.
For a self-adjoint C-star element , the C-star identity gives . If is a normal C-star element, then
All powers are normal C-star elements, so induction gives . The general spectral radius formula now gives .
One can also see the needed growth estimate directly. For the resolvent Cauchy coefficient formula gives
The formula follows by the Neumann series on a larger circle and contour deformation through the resolvent annulus. Put , take th roots and let to get . Let ; the reverse inequality already follows from the norm bound on the algebra spectrum. Thus
This proves spectral radius norm equality for normal elements from the norm identity.
A C-star algebra is a complex Banach algebra with a conjugate-linear involution satisfying and . The inequality , and then the same inequality for , show that the involution is isometric. In a nonzero unital C-star algebra, the identity has norm one.
For a Hermitian algebra element , the exponential is unitary for real and has norm one. If , then : factoring with entire proves this, since the evaluated factors commute. Hence for all positive and negative , forcing . Thus Hermitian algebra elements have real Banach algebra spectrum.
For a normal C-star element , commutation of gives
The middle equality of norms uses the C-star identity on the Hermitian algebra element . Iterating along powers and applying the spectral radius formula proves .
Now suppose is commutative and unital. Every maximal ideal is closed: if it were dense, it would contain an element within distance less than one of the identity, hence an invertible element by the Neumann series, which is impossible for a proper ideal. Its quotient is a complex Banach division algebra and is therefore by the Gelfand-Mazur theorem. Maximal ideals thus give characters. Conversely, every character satisfies , because applying it to an inverse of would give a contradiction. Characters are consequently contractive. The converse spectral inclusion follows by placing the proper ideal generated by in a maximal ideal. We have proved
The character space is a weak-star closed subset of the dual unit ball, characterized by and . The Banach-Alaoglu theorem makes it compact Hausdorff. Define the Gelfand transform by . For Hermitian , its values are real; writing with both terms Hermitian shows . In the commutative algebra every element is normal, so
The transform is therefore an isometric unital star-homomorphism and has closed range in . Its range separates characters by their definition and is closed under complex conjugation. The complex Stone-Weierstrass theorem makes that range dense, hence equal to . This proves the Commutative Gelfand--Naimark theorem:
For a nonunital C-star algebra, its C-star unitization can be constructed without assuming an operator representation on a Hilbert space. Represent by left multiplication on itself, which is isometric because testing on gives . Adjoin the identity operator and set . For and , the C-star identity in gives . Consequently . Applying this also to proves that the new involution is isometric and that its C-star identity holds. The extension by the identity is complete, since the isometric image of is closed and one adjoins just one dimension. Apply the unital result to a commutative ; the character given by has kernel . Under the isomorphism, this kernel consists of the continuous functions vanishing at . Thus in the nonunital case, with locally compact character space .
For a Hermitian in a possibly noncommutative algebra, apply this result to the commutative unital C-star subalgebra in the unitization. Its Banach algebra spectrum at equals the ambient Banach algebra spectrum: both Banach algebra spectra are real, the complement of the ambient compact real Banach algebra spectrum is connected, and the resolvent-component result of Question 1 retains that whole complement in the smaller algebra. Characters of this subalgebra are determined by their values at , so its character space is homeomorphic to . We obtain the continuous functional calculus .
Interpret here as . If , apply this calculus to , obtaining a Hermitian with . In a nonunital algebra this element remains in because the defining scalar function vanishes at zero. Conversely, if with , spectral mapping theorem and the real Banach algebra spectrum of give . Hence nonnegative Banach algebra spectrum is equivalent to being the square of a Hermitian algebra element. A strict-positive interpretation would exclude , and would not be equivalent to the assertion about an arbitrary Hermitian square.
Finally, use the two continuous real functions and on . Their calculus values are Hermitian, belong to also in the nonunital case, and satisfy
We first extend the scalar Hadamard three-circle theorem to a holomorphic Banach-space-valued function . Apply its inequality to for every bounded linear functional of norm at most one, and use the Hahn-Banach theorem to recover the norm. For the radii this gives
Now take . Even for noncommuting coefficients this is an algebra-valued holomorphic polynomial. Taking the th power gives
On each boundary circle the continuous functions decrease, by submultiplicativity, to by the spectral radius formula. Their maxima decrease to the supremum of this pointwise limit. To justify that passage without assuming continuity of the spectral radius, take maximizing points along a convergent subsequence on the compact circle. For any fixed , all later are bounded by ; continuity of therefore bounds the limiting maxima by at the limiting point. Taking the infimum over gives the desired upper bound, while the reverse bound is immediate.
Passing to the limit proves the spectral-radius three-circle inequality at the geometric mean:
For a nonunital algebra, use its unitization of an algebra; the spectral radius of an original algebra element is unchanged. Zero boundary suprema cause no difficulty in the decreasing-limit argument.
A C-star algebra is a complex Banach algebra with an antilinear algebra involution satisfying , and the C-star identity . First take a nonzero unital algebra. Its identity has norm one, since . Also
and exchanging proves . Thus the algebra involution is continuous. An element is a Hermitian C-star element, and an element satisfying is a normal C-star element.
We establish the spectral facts needed for the representation, to avoid assuming the conclusion. For a Hermitian C-star element , the Banach algebra exponential is unitary: taking adjoints of its absolutely convergent series gives , and multiplication gives . Hence . If , then . Indeed, the entire factorization
can be evaluated by its convergent power series at . If the resulting product were invertible, its commuting factors would make invertible, a contradiction. The spectral bound therefore gives for every real . Both signs of force . Thus Hermitian elements have real spectrum.
For completeness, the spectral radius formula needed below follows from the same resolvent theory. Submultiplicativity gives
For the existence of the limit, write with and bound ; this bounds the upper limit by every th root, while the infimum bounds the lower limit. If a power vanishes, the conclusion follows directly. For , the resolvent series converges by the root test, so . Conversely, for any , contour integration of the resolvent gives
At a larger circle this follows by termwise integration of the Neumann series; deformation to radius is justified by norm analyticity and scalar Cauchy theory as in Question 4. Therefore , so . Letting proves .
For a normal C-star element , its adjoint commutes with it. The C-star identity gives
where the middle norm equality uses the identity for the Hermitian element . Every power is again normal, so . The spectral-radius formula yields
This derives the spectral radius norm equality for normal elements from the axioms.
Now let be commutative and unital. Its character space of an algebra is compact Hausdorff in the weak-star topology. Every algebra character has norm at most one by the argument in Question 4, and this space is the weak-star closed subset of the dual unit ball defined by and . Compactness follows from the Banach-Alaoglu theorem; weak-star separation makes it Hausdorff.
We also need the full character-spectrum correspondence, not just one inclusion. Every proper ideal is contained in a maximal ideal. Such a maximal ideal is closed: if its closure contained one, it would contain an element within norm distance less than one of the identity, which is invertible by the Neumann series, contradicting properness. Its closure is therefore proper and maximality gives equality. The quotient is a complex Banach division algebra. By nonemptiness of its spectrum, every quotient element has some for which is noninvertible; in a division algebra this means . Thus the quotient is the scalars, proving the needed Gelfand-Mazur theorem conclusion directly and producing a algebra character with kernel .
If is noninvertible, the ideal it generates is proper, since commutativity would otherwise supply its inverse. A containing maximal ideal therefore supplies a algebra character with . The converse inclusion was already proved. Hence
The Gelfand transform , , is a unital algebra homomorphism into . If , the reality of its spectrum makes real. Writing with Hermitian C-star elements gives . Thus the transform respects the algebra involution. Every element of a commutative C-star algebra is normal, and therefore
It is a linear isometry, hence injective and with closed image because is complete. The image contains constants, separates algebra characters by their definition, and is closed under complex conjugation. The complex Stone-Weierstrass theorem makes that image dense in , and closedness makes it all of that space. We have proved the Commutative Gelfand--Naimark theorem:
These steps show exactly how completeness, the algebra involution and the C-star norm identity enter the theorem. A general Banach algebra need not have an injective or norm-preserving Gelfand transform.
The general commutative theorem also has a nonunital form. Here is an elementary construction of the necessary C-star unitization, without assuming the representation theorem. Left multiplication on is isometric in operator norm: the upper bound is submultiplicativity, and testing on proves the reverse bound for nonzero . If is nonunital, adjoin the identity operator to the closed algebra inside the bounded operators on the Banach space . The sum is closed, since it is a finite-dimensional extension of a closed subspace, and . A left identity in a C-star algebra would, by taking adjoints, give a right identity; the two coincide, so would contradict nonunitality.
For the formal element , define its algebra involution by and norm by . For every ,
Taking suprema over the unit ball and using submultiplicativity gives . Apply the same inequalities to to obtain and then the C-star identity. This is the C-star unitization by left multiplication. The original algebra is a closed ideal in it.
For commutative nonunital , apply the proved unital theorem to . The scalar quotient algebra character identifies with the continuous functions on that vanish at . Removing this one algebra character gives a locally compact Hausdorff space; those functions are exactly its continuous functions vanishing at infinity. Restriction and extension of nonzero algebra characters identify this space with : a algebra character extends uniquely by , and every algebra character other than restricts nontrivially. Thus the full nonunital conclusion is .
Return to a normal C-star element in a unital C-star algebra, possibly noncommutative. Let , the closed unital star algebra generated by and . It is commutative because the two generators commute. We first prove the spectral permanence for C-star algebras needed to use the ambient spectrum rather than a potentially larger subalgebra spectrum.
If , both its ambient and subalgebra spectra are real. The complement of the compact real set is connected. Within this complement, the set of for which is nonempty by the large-parameter Neumann series; it is open by a local inverse series in and closed by continuous inversion in and closedness of . It is therefore the entire complement, proving . If a general is invertible in , then and are invertible Hermitian elements, whose inverses lie in . The elements and give a left and a right inverse for inside , and these inverses coincide. Applying this to every proves for all .
By the proved commutative theorem, . The map
is onto by the character-spectrum correspondence and spectral permanence. It is injective because algebra characters respect adjoints and are determined by their values on the star polynomials in one normal element, which are dense in . It is a continuous bijection from a compact space to a Hausdorff space, hence a homeomorphism. Consequently the inverse Gelfand transform, under this identification, supplies
It is a continuous unital star homomorphism and a linear isometry. Its image is exactly . If another such map sends to , it sends to and agrees on every polynomial in . These functions contain constants, separate points of the compact spectrum and are closed under conjugation; Stone-Weierstrass gives their uniform density. Continuity proves uniqueness on all of . This is the requested continuous functional calculus, including its isometry and image assertion.
Two conventions in the printed statement need to be made explicit. A unital map into requires to have an identity. If nonunital C-star algebras are allowed, for example , the asserted unital map into does not exist in general; the unital construction instead has target . Also the image above is the closed unital star algebra , not necessarily the smallest nonunital algebra generated by . For in , the former is and the latter is . Thus the intended assertion is correct if “generated” includes the identity; without that convention, this is a counterexample. The distinction is the unital versus nonunital generation by a normal element.
For a nonunital , take in and construct the unital calculus there. The scalar quotient algebra character sends to zero, so it sends to . Functions with therefore give elements of . They are isometrically identified with by restriction and zero extension. Approximating them by star polynomials and subtracting the constant value at zero proves that their image is exactly , with no identity adjoined. This proves the nonunital continuous functional calculus as well as specifying the corrected form of the original claim.
We finish with the positive-square-root theorem, giving a proof that even allows to be nonnormal. Define a positive element spectrally as a Hermitian element with spectrum in . The calculus of a Hermitian element shows its square is positive. Positivity is closed under sums: for positive , let . The calculus gives and the analogous bound for , hence . Since has real spectrum, the spectral norm bound forces it into . The cone is proper: an element positive and negative has spectrum in and therefore norm zero.
To establish positivity of an arbitrary adjoint product, put . Let by the continuous calculus of , and let , where the square root of the already positive is supplied by that same scalar calculus. Multiplicativity gives
Thus has nonpositive spectrum. The nonzero spectra of and agree: for general products and , direct multiplication verifies
whenever the inverse on the right exists, and the converse follows on exchanging . Hence is also nonpositive. Write with Hermitian C-star elements . Then
is positive, as a sum of Hermitian squares, and nonpositive, as a sum of the two nonpositive elements. Properness makes it zero. Therefore is both positive and nonpositive, hence zero. The C-star identity gives , and then implies . Thus is positive. This proof does not use positivity of adjoint products in establishing an earlier step.
Apply the continuous calculus of to on its nonnegative compact spectrum. It gives a positive Hermitian C-star element
For the originally normal , the equivalent direct formula is . In a nonunital algebra, the unitized construction still lands in , because the square-root function is zero at zero.
For uniqueness, suppose has nonnegative spectrum and . It commutes with , and hence with , which is a norm limit of polynomials in . The unital C-star algebra generated by is therefore commutative. Its Gelfand transform, together with spectral permanence, gives two nonnegative continuous functions whose squares are equal. Pointwise uniqueness of the nonnegative real square root makes the functions equal, and injectivity of the transform gives . This proves the positive square root in a C-star algebra in full, without an unwarranted cancellation by when zero lies in its spectrum. In the notation , zero must be included here: a noninvertible , in particular , need not have a strictly positive square root.
Adjoin the identity to the bounded multiplicatively closed set, putting and . Define an auxiliary norm on the underlying Banach space by
The identity ensures , so and the given norm are equivalent norms. For , closure under multiplication gives . Now use the operator norm of left multiplication on this renormed space:
Left multiplication is faithful, since . It follows that this is a norm, its triangle and scalar laws follow from the operator norm, and proves submultiplicativity. Also is the identity, so , and the contraction property gives for every . Finally,
For the upper bound use . These bounds prove equivalence and completeness, so this is the required unital algebra norm. This proves renorming a bounded multiplicative semigroup; the auxiliary norm is submultiplicative but need not give the identity norm one, which is why the operator norm is used.
The spectrum of an element is . The spectral radius formula is
If , choose . Eventually , hence . The finitely many earlier powers are bounded too. In particular the power set is bounded; indeed in norm.
For the commuting family, put and . Each , so . Every element of the generated multiplicative semigroup can be reordered as , and its norm is at most . The first construction therefore gives one equivalent unital algebra norm with for all , whence
This is simultaneous spectral-radius renorming; commutativity is what bounds all mixed products.
For commuting , apply this construction to both with error . Equivalent algebra norms leave invertibility and spectrum unchanged, and the spectral radius formula gives . Thus
Let to obtain and .
The sequence of norms is bounded. Choose and . By the spectral radius formula, every relevant spectrum lies in . The compact set is disjoint from . If nonempty, continuity of the resolvent of an element gives . For large , , and
is invertible for every by the Neumann series. If is empty there is nothing to exclude. No spectral points can lie outside the radius- disc either. Consequently for all sufficiently large . Taking to be the disc of radius also proves upper semicontinuity of the spectral radius.
First establish the norm estimate behind the spectral-radius three-circle inequality. If is a holomorphic Banach space-valued function on a neighborhood of an annulus , then for and ,
Here is the underlying Hadamard three-circle theorem argument. For any bounded linear functional of norm at most one, is scalar holomorphic. Its logarithmic modulus is subharmonic. Compare it on the annulus with the harmonic function affine in whose boundary values are the logarithms of the two boundary norm bounds. The maximum principle for subharmonic functions gives the interpolated bound inside. Using slightly larger positive bounds and then taking limits handles zeros. The Hahn-Banach theorem identifies the norm with the supremum over these scalar functionals, proving the displayed Banach-valued estimate.
Apply this estimate to and take the -th root. On either boundary circle the nonnegative continuous functions
decrease, because submultiplicativity gives . The spectral radius formula gives their pointwise limit . Part (i) passes their boundary suprema to the limit. With we obtain the general estimate
In particular, take , , , so . Since ,
This proves the requested inequality without assuming continuity of the spectral radius on the circles.
For the final spectral-radius Liouville theorem, suppose on the whole plane. The case is immediate. Center circles at an arbitrary , and put . For , the same argument gives
If , this forces . Otherwise let to get . Upper semicontinuity, proved in 2(a), gives for all sufficiently small . Thus every satisfies . The center is arbitrary, so reversing the two points gives equality. Hence the spectral radius is constant. The algebra-valued function itself need not be constant; with a nonzero square-zero matrix is a useful example.
For the converse, let be bounded and . If , it is zero and positive. Suppose . For any Hermitian , the Banach algebra exponential is unitary for real , so its norm is one by the C-star identity. Consequently
Writing and squaring moduli gives . The bound for both signs of small forces , so is real.
For a Hermitian element , repeated applications of the C-star identity give . The spectral radius formula therefore gives . Take ; by the permitted spectral positivity assumption, . If , affine spectral mapping and the just-proved Hermitian norm identity give . Hence . Since is real, this implies . If , and the result is immediate. Thus a bounded functional with is positive.
For the spectral-value request, let and define a functional on the linear span of by . If , the scalar belongs to : subtracting it from that element gives , which is not invertible. The same norm bound is immediate for . Therefore
This also proves well-definedness if that span is one-dimensional. We have and . The complex Hahn-Banach theorem extends it to a functional on all of with norm one and . The converse just proved makes that extension positive. Thus there is a state with , the spectral values attained by C-star states result.
Finally, for , write with Hermitian. At least one of them is nonzero. Its norm equals its spectral radius, so compactness of its nonempty spectrum supplies a nonzero spectral value. Apply the preceding state construction to that Hermitian element. Part (i) makes real; the selected one is nonzero, so . This proves positive functionals separate every nonzero element, the states separate elements of a C-star algebra property. Looking only at would not prove this last step, since a nonzero quasinilpotent can have spectrum .
Use a nonzero complex unital Banach algebra with submultiplicative norm, and write its unit as . The complex scalar field is the usual convention in this spectral statement; for a real algebra one uses its complexification. We derive the needed analytic facts from norm-convergent series and scalar complex analysis.
If , completeness makes the Neumann series converge. Multiplying its finite partial sums by gives , which tends to . Hence its sum is the inverse of . If is invertible, then is invertible whenever . This proves that the invertible elements form an open set and that inversion is locally norm-continuous.
Define the Banach algebra spectrum and the resolvent of an element by
For , the Neumann series gives
Thus is bounded by and is closed, because invertibility is open. Also in norm at infinity; for example its norm is at most , since in a nonzero submultiplicative unital algebra. The standard normalization is not needed.
For points where the Banach algebra resolvent exists , multiply out the inverses to get the resolvent identity
For outside the Banach algebra spectrum, put . Locally,
This series and its differentiated series converge uniformly on every smaller disk. It therefore proves is a Banach-space-valued holomorphic function, establishing complex differentiability in the Banach-space norm and gives , without assuming a Banach-algebra-valued analytic theorem. In particular every continuous complex linear functional makes a scalar holomorphic function.
The Banach algebra spectrum is nonempty. Otherwise would be defined and analytic everywhere. Its local norm continuity and decay at infinity make it globally bounded. For every continuous linear functional , the scalar entire function is bounded and tends to zero at infinity, so it is identically zero: the scalar Cauchy estimate for its derivative on circles of radius is , which tends to zero, and the limiting value then fixes its constant as zero. Such functionals separate points by the Hahn-Banach theorem. Explicitly a bounded real functional can be extended from the real span of any nonzero element using its norm, and complexifying it by gives a bounded complex linear functional nonzero on that element. Therefore itself would be zero, contradicting . We have proved the Banach algebra spectrum is a nonempty compact subset of the complex plane.
We next establish the spectral radius formula. The power norms are submultiplicative. If some , their root norms are eventually zero. Otherwise, for any fixed , write with to obtain
Taking roots gives . Taking the infimum in , and using that every root norm is at least that infimum, proves existence of
For , the root test makes converge, even when . The same telescoping multiplication proves it is a two-sided inverse. Hence
For the reverse bound fix . If , integrate the uniformly convergent exterior series term by term on , obtaining
The same integral equals the one on : applying an arbitrary continuous linear functional reduces contour deformation through the Banach algebra spectrum-free annulus to the scalar Cauchy theorem, and separation of points restores equality in . This proves the resolvent Cauchy coefficient formula rather than assuming vector-valued analytic calculus. Using the norm bound for the allowed vector integral gives
Taking th roots yields , and letting finishes the proof:
For the first example take the commutative algebra of dual numbers with norm . Completeness follows from finite dimension, and the product estimate makes the norm submultiplicative. For , but , so . Directly, has inverse for , and its Banach algebra spectrum is . For the second example take with its absolute-value norm and . Its Banach algebra spectrum is , giving .
For , put
The bound makes finite. Each is continuous; submultiplicativity gives , and the spectral radius formula gives . Spectral radius need not be continuous, so applying the Dini theorem directly to would not be justified. Instead define, on the compact boundary,
These are continuous, decrease pointwise to the continuous constant , and therefore converge uniformly by the Dini theorem. In particular,
Multiplication is a continuous bilinear operation in a Banach algebra, so the product rule shows that is a Banach-space-valued holomorphic function. Part (i), applied to this power, gives
Taking the limit on the left and the limit superior on the right proves the spectral-radius maximum principle:
Set and . If some , all later powers vanish, their root norms tend to zero, and . Otherwise fix and write , . Submultiplicativity gives
Since , it follows that . Taking the infimum over and using proves
This establishes existence of the limit and its infimum characterization before identifying it with the spectral radius .
For , the root test makes converge absolutely. Multiplication of partial sums shows that its limit is . Thus . For the reverse inequality, take any and the circle . The resolvent of an element is holomorphic off the spectrum, and
To justify this identity, first use a radius larger than and integrate the uniformly convergent Neumann series term by term. Then deform to radius : the intervening annulus has no spectral points. The Cauchy theorem for these Banach-valued integrals follows by applying bounded linear functionals and using their point separation. Consequently, with ,
Taking root limits gives ; let . Hence the full spectral radius formula is
For the product comparison, if and , direct multiplication on both sides verifies
Indeed , and the remaining terms cancel against the inverse equation. Interchanging proves the converse. Thus the nonzero spectra of products in opposite orders agree, so
The possible difference at zero has no effect on the maximum modulus, including when that maximum is zero.
Zero really can differ. In , let be the unilateral shift operator, , and take , . Then , whereas , with the projection onto . The latter is zero on and identity on its orthogonal complement, and these blocks also explicitly invert it away from zero and one. Hence
Finally, for the root norms of tend to , so their norms eventually decay geometrically and the powers converge to zero. Conversely, if the powers converge to zero, choose with . Homogeneity and the infimum formula imply
so . The admissible positive are exactly , proving the power-decay characterization of the spectral radius
This includes quasinilpotent elements with radius zero; no positive endpoint must be attained.
First the C-star identity and submultiplicativity give , hence when . Applying this to gives equality, so the involution is isometric and continuous. Also and , yielding .
For a Normal element of a C-star algebra , put , which is a self-adjoint C-star element. Normality gives , and the C-star identity applied to and to gives
Thus . Every power of is normal because commutes with , so iteration yields
The spectral radius formula has a limit along all positive integers, and along this subsequence its root norms are exactly . Therefore
This proves spectral radius norm equality for normal elements directly from the defining norm identity, rather than assuming a spectral representation in advance.
The first assertion needs the C-star identity; a Banach-algebra involution alone is insufficient. For an explicit counterexample, take the dual-number algebra
This is a commutative unital Banach algebra, since it is finite-dimensional and
Its involution is conjugate-linear, multiplicative, involutive and isometric. Every character of an algebra kills , because . Thus there is just one character, , and the Gelfand transform sends the nonzero norm-one element to zero. It is neither injective nor norm preserving. In particular , identifying the missing norm axiom.
Even the claimed compatibility with the involution is not automatic. On with the maximum norm and pointwise multiplication, define . This is another isometric involution, but evaluation at the first coordinate takes to zero rather than to the conjugate of its value at . These examples establish involution alone does not imply an isometric Gelfand transform.
We now prove the intended assertion for a commutative complex unital C-star algebra. Let be its maximal ideal space, identified with the compact character space of an algebra as in Question 3. The C-star identity and submultiplicativity give
and applying the same inequality to proves . Thus the involution is continuous. For a self-adjoint element , the exponential series defines in norm. Applying the involution term by term gives , and multiplying the absolutely convergent series shows . Hence . Every character of an algebra is contractive by Question 3, and so
Taking both signs of forces to be real. Writing
with self-adjoint, proves
This proves that characters of a C-star algebra respect the involution.
To prove the norm assertion, we also justify the spectral radius formula used here. Put . By spectrum equals character values in a commutative Banach algebra,
For , integrating the uniformly convergent Neumann series on gives
Only the coefficient of survives. The resolvent is holomorphic outside the spectrum by Question 3, so the Cauchy integral theorem deforms this contour to any circle of radius . For algebra-valued integrals the same identity follows by applying every bounded linear functional and then using Hahn-Banach separation. Taking norms gives
The maximum is finite by resolvent continuity on the circle. Taking th roots and then proves .
Every element is normal because is commutative. For self-adjoint , the C-star identity gives . Therefore, for arbitrary ,
Iterating yields , so the proved spectral radius formula gives
The Gelfand transform is thus isometric and injective. Its range is closed, since is complete and an isometry takes norm-Cauchy sequences back to norm-Cauchy sequences. It contains the constants, separates the characters, and is closed under complex conjugation by the proved involution identity. The Stone-Weierstrass theorem says that such a unital self-adjoint point-separating subalgebra of is uniformly dense: apply its real version to real and imaginary parts. Closedness then makes the range all of . Hence the Gelfand transform is an isometric star-isomorphism under the C-star hypothesis, establishing the Commutative Gelfand--Naimark theorem in the form required.
For the finite-dimensional operator application, assume first and let be the unital algebra generated by . Their pairwise commutation makes commutative; it is closed under the adjoint and norm closed because it is finite-dimensional. With the operator norm it is a C-star algebra. Indeed inner product duality gives , and
Thus the missing hypothesis in the first paragraph really does hold for this algebra, independently of any spectral theorem.
The proved result identifies with . This character space is finite. For if it had distinct points, point separation would give, for each pair, a continuous function taking values and at the chosen two points. Products of these functions give functions with Kronecker-delta values on the selected points, hence linearly independent functions. Taking is impossible. Write , a finite Hausdorff and therefore discrete space.
Let be the indicator of and let be its inverse Gelfand transform in . Since , , for , and , the injective star-isomorphism gives
Thus the are mutually orthogonal linear projections, and in particular commute. Put and . The pointwise identities and pull back to
The ranges are simultaneous eigenspaces: on , the two operators act as the scalars . This proves that finite commuting normal operators have joint spectral projections. If , the same conclusion holds with empty sums.
Let be the character space of an algebra, consisting of nonzero multiplicative complex linear functionals on . We construct the required Gelfand transform and prove its properties.
Characters exist. A maximal proper ideal exists by the axiom of choice and is closed: if it were dense it would contain an element within distance one of the identity, hence an invertible element, contradicting properness. The quotient is a complex unital Banach division algebra, and the Gelfand-Mazur theorem identifies it with , producing a character. The same argument applied to the proper ideal generated by proves
Every character has norm one, since its value belongs to the spectrum and is bounded by , while . The character equations are weak-star closed in the dual unit ball. Thus Banach-Alaoglu theorem makes compact Hausdorff; separability of makes it metrizable.
The algebra is inverse-closed in . If is invertible there, for some . For , the Neumann series for converges in , since the positive contraction in brackets has norm at most . Therefore . This proves spectral permanence for C-star algebras in the present concrete setting. In particular a self-adjoint element has real spectrum in , so characters take real values on it. Decomposing into self-adjoint real and imaginary parts gives .
Define . This is a unital star-homomorphism to . Every element of the abelian star-algebra is normal, and the C-star identity gives . The spectral radius formula therefore gives . The displayed spectrum identity now yields , proving isometry and injectivity. Its image is closed because is complete, contains the constants, is closed under conjugation, and separates distinct characters. The Stone-Weierstrass theorem makes that image dense in , hence equal to it. isometrically as a star-algebra.
A character of an algebra is a nonzero complex linear multiplicative map . It necessarily satisfies . If , then cannot be invertible, since applying to an inverse identity would give . Therefore . The Neumann series bound gives
proving automatic continuity of characters. In particular every algebra character belongs to the closed unit ball of ; no prior continuity was needed.
The character space of an algebra is , the set of all algebra characters. Its Gelfand topology is the weakest topology making every evaluation continuous, equivalently the weak-star topology inherited from . Within the weak-star compact ball , it is the closed set specified by
These equations are closed conditions on finitely many evaluations at a time. By the Banach-Alaoglu theorem, is compact, and it is Hausdorff because distinct characters differ on an evaluation.
To obtain every spectral value from a algebra character, take . Commutativity makes the ideal proper, so it is contained in an algebraic maximal ideal . Every such maximal ideal is norm closed: its closure is an ideal, and cannot be all of , because an element of sufficiently close to would be invertible by the Neumann series. Maximality then makes its closure equal to itself.
The quotient is a complex Banach division algebra, hence is by the Gelfand-Mazur theorem. Composing the quotient map with this scalar identification gives a algebra character with . Together with the first inclusion,
The same maximal-ideal argument shows that the algebra character space of a nonzero algebra is nonempty.
Now suppose is a commutative C-star algebra. All its elements are normal. The C-star identity gives
since the self-adjoint element satisfies . Iterating yields . The spectral radius formula along this subsequence proves
This is spectral radius norm equality for normal elements, applied to the commutative case.
For a self-adjoint , the element is unitary for every real , so . Algebra character continuity and multiplicativity give
Its modulus is , forcing . Write with self-adjoint. Then
This proves that characters of a C-star algebra respect the involution. The conjugation bar is present in the original PDF and must be retained; the TeX aid omits it.
The Commutative Gelfand--Naimark theorem states that a complex commutative unital C-star algebra is isometrically star-isomorphic to for a compact Hausdorff space, canonically . Its Gelfand transform is
It is a unital algebra homomorphism; the conjugation identity just proved makes it preserve the involution. The algebra character description of the spectrum and the spectral-radius equality give
Thus it is injective and isometric, and its range is closed because is complete. The range contains constants, is closed under complex conjugation, and separates points of : two distinct algebra characters differ on some element of .
The complex Stone-Weierstrass theorem says that a self-adjoint unital subalgebra of separating points is uniformly dense. For completeness, its familiar lattice argument explains the last step. The real part of its uniform closure is closed under absolute value, by polynomial approximation of on bounded real intervals, and hence under finite maxima and minima. Constants and point separation permit a real function matching any given real continuous at any chosen pair of points. Fixing the first point, take a maximum of finitely many such functions to obtain a function above everywhere and equal to at that first point. It is below in a neighborhood of that point. A finite cover by these neighborhoods and the minimum of their associated functions then lies between and everywhere. Real and imaginary parts give density for complex functions.
Apply this to . Its range is both dense and closed, so it is all of . Therefore
This proves the commutative theorem in the setting of the question. For the zero algebra the corresponding compact space is empty and the representation is .
Work over and take a nonzero commutative unital Banach algebra , with . A character of an algebra is a nonzero multiplicative complex linear functional . It satisfies . Moreover : otherwise would be invertible, although its image under is zero. The bound on the spectrum of an element therefore gives , proving automatic continuity of characters and .
Every proper maximal ideal of is closed. Indeed its closure is an ideal; if this closure were all of , would contain an element within distance less than one of . Such an element is invertible by the Neumann series, forcing . Thus the closure is proper and maximality makes it equal to . The quotient Banach space , with its quotient Banach algebra structure, is a complex normed division algebra. By the Gelfand-Mazur theorem, it is , so the quotient map gives a character of an algebra with kernel . Conversely, the kernel of every character of an algebra is a maximal ideal, since the character is onto . The Zorn lemma supplies a maximal ideal containing every proper ideal, so the character space of an algebra is nonempty.
These facts give the exact relation between the character space and the spectrum of an element:
One inclusion was proved above. For the other, if is noninvertible, the principal ideal it generates is proper because is commutative. Contain it in a maximal ideal and use its corresponding character of an algebra to obtain .
Give the Gelfand topology, namely its subspace topology from the weak-star topology on . In the closed unit ball of , it is the intersection of the closed conditions
Consequently Banach-Alaoglu theorem makes a compact Hausdorff space. For every , define the Gelfand transform . This is a continuous function on by definition of the Gelfand topology. The Gelfand representation theorem gives a contractive unital algebra homomorphism over a field
Multiplicativity and linearity follow by evaluating at each character of an algebra; the supremum norm equality follows from the preceding spectrum of an element identity. Its kernel is
the Jacobson radical. Equivalently, its elements have spectrum of an element . Thus is injective precisely when is a semisimple commutative Banach algebra, and it gives a faithful continuous representation of as a function algebra. Its range contains the constants and separates points of , because distinct characters of an algebra differ on some . An arbitrary Banach algebra need not have an isometric or surjective Gelfand transform, nor a uniformly dense range: those conclusions require further hypotheses.
For the Banach algebra on a nonempty compact Hausdorff space , all characters of an algebra are evaluation characters. To see this, let be a maximal ideal. If its elements had no common zero, compactness would supply with no common zero. The continuous function belongs to , is strictly positive on , and has a continuous reciprocal. It is therefore invertible, a contradiction. Hence all elements of vanish at some , so and maximality gives equality. The associated character of an algebra must be : since , its value on is .
The map is a continuous bijection , using separation of points by continuous functions. Compactness and the Hausdorff property make it a homeomorphism. Under this identification the Gelfand transform is , so it is the identity representation of , in particular an isometric onto map. The empty gives the zero algebra, whose empty character space represents the zero function space; it was excluded by the nonzero unital convention above.
Now let be a commutative unital C-star algebra. The stronger conclusion is the Commutative Gelfand--Naimark theorem: the Gelfand transform is an isometric onto C-star homomorphism . We prove the additional assertions without assuming this conclusion.
First every character of an algebra respects the C-star algebra involution. If , the elements , , are unitary elements of a C-star algebra, and their norm is one by the C-star identity. Continuity and multiplicativity give . Thus for every real , forcing to be real. Writing with and self-adjoint gives . Therefore the range of is closed under complex conjugation.
Every element of commutative is a Normal element of a C-star algebra. For a normal , use the C-star identity, and then the same identity for the self-adjoint element , to obtain
Its powers are also normal, so . The spectral radius formula gives , hence . The Gelfand transform is therefore an isometry, and its range is complete and closed in the supremum norm. It contains constants, separates points and is closed under complex conjugation. The complex Stone-Weierstrass theorem makes that range dense, hence all of .
The approximation step in Stone-Weierstrass theorem can also be seen directly here. For a unital conjugation-closed point-separating subalgebra , the real-valued part of its uniform closure is closed under absolute values, by polynomial approximation to on bounded intervals, hence under pointwise maxima and minima. Its real-valued functions separate points. Given real and , for each an affine rescaling of a separating function produces agreeing with at ; take a constant when . For fixed , finitely many neighbourhoods of where cover . Their maximum exceeds everywhere and agrees with at , hence is less than near . Finitely many of these latter neighbourhoods cover ; the minimum of their lies between and everywhere. Approximate real and imaginary parts separately. This proves the density used above and completes the C-star algebra conclusion.
The definitions in a unital C-star algebra are
Thus a Hermitian element of a C-star algebra is self-adjoint, a Unitary element of a C-star algebra has inverse , and a Normal element of a C-star algebra commutes with its adjoint. We derive the needed C-star algebra facts directly from , as required.
First gives , and
gives ; applying the same argument to gives equality. Thus the involution is an isometry. For a Unitary element of a C-star algebra ,
The general Banach algebra spectrum bound gives for . Such a is nonzero, and the inverse spectral mapping theorem gives , so also . Hence
If , the convergent exponential series and the isometric involution give . These commuting exponentials multiply to , so is unitary for real . By the exponential spectral mapping theorem, if then . Taking gives , so
Only general Banach algebra spectral mapping theorem and the defining C-star identity were used.
Now prove spectral permanence for C-star algebras. Let be the norm-closed C-star subalgebra with the same identity. The algebraic inclusion always gives . For , both spectra lie in . If , choose nonreal . Since , each belongs to . By continuity of inversion in a Banach algebra, these inverses converge in to , which belongs to because is closed. Thus , proving equality for hermitian elements.
For the requested normal , suppose is invertible in . The element is hermitian and invertible in , so the equality just proved places in . Consequently
Since already has a two-sided inverse in , multiplying by that inverse gives . Hence its inverse belongs to , and
We need one more elementary consequence of the C-star identity: the spectral radius norm equality for normal elements. If , then . If is normal, commutativity of gives
Every power of is a Normal element of a C-star algebra. Induction gives . The general spectral radius formula therefore implies
The continuous functional calculus is the unique unital -homomorphism taking the coordinate function to . For bounded linear operators on a Hilbert space, the adjoint identity gives . Therefore
This proves the C-star identity for directly; completeness and submultiplicativity come from the operator norm. Let
Because is a normal operator, this is a commutative unital C-star algebra. Every element of is a Normal element of a C-star algebra, so the preceding norm identity says its Gelfand transform is isometric:
Here is the compact character space from the general Gelfand representation theorem for commutative Banach algebras.
Each algebra character preserves the involution. Indeed, write with hermitian; and similarly for , so . Therefore the continuous map
is injective: its value determines and hence its value on all the dense polynomials. It is surjective because the general character description of the spectrum gives , and spectral permanence for C-star algebras identifies this with . A continuous function that is a bijection from a compact space to a Hausdorff space is a homeomorphism, so we identify with .
Under this identification, the Gelfand transform sends to and to . Its image is an isometric, and therefore closed, unital self-adjoint subalgebra of . It separates points because it contains . The complex Stone-Weierstrass theorem makes the image dense, hence equal to all of . Inverting the Gelfand transform and including into gives
an isometric unital C-star homomorphism with .
To prove uniqueness without assuming automatic continuity of C-star homomorphisms, let be any other such map. Since every is normal, is normal. A unital algebra homomorphism preserves inverses, so
Using the normal-element norm identity yields . Thus is contractive. It agrees with on polynomials in , since both send them to the same polynomials in . These polynomials are dense by the Stone-Weierstrass theorem, so continuity proves . This establishes the continuous functional calculus with no unproved theorem specific to C-star algebras.
A disconnected spectrum gives a nontrivial closed invariant subspace. Write with nonempty and both open and closed in . The indicator function is continuous on , even though no such continuity is needed across the gap outside . Let . The continuous functional calculus gives
Its isometry gives and , so . The linear projection has closed range . Its range is nonzero and proper, and proves invariance. Since it also commutes with , the same subspace is reducing. This proves disconnected spectrum gives a reducing subspace.
Figure 1.
A disconnected spectrum and its continuous indicator, which produces a nontrivial reducing projection
. Details.
The figure can be realized without any eigenvalues: take , where is planar area on the two closed disks, and let multiply by . Its adjoint multiplies by , so it is a normal operator. An eigenvector for would be supported on the area-zero singleton , hence would be zero in . Outside , multiplication by is a bounded inverse to . For , normalized indicator functions of have , excluding a bounded inverse. Thus its spectrum is exactly . The linear projection in the figure multiplies by , and its range consists of functions supported on the left disk.
By the spectral radius formula, . Choose
The formula gives a constant such that for every . Since is holomorphic on the unit disc, the Cauchy estimate on the circle of radius gives . Therefore
Thus converges absolutely in operator norm.
If is normal, then is normal and . The C-star identity and normality imply . The spectral radius formula consequently gives
so .
Normality is essential. On , let send to and every other basis vector to zero. Then but , so
while .