Fix an even weight and write . Extend the slash operator for modular forms to positive-determinant rational matrices by the determinant-normalized slash operator
The automorphy factor identity makes this a right action. Let be the integral matrices of determinant . Their left -cosets have unique determinant-n matrix representatives for Hecke operators
An integral row operation obtained from Bézout's identity makes the first column , and a row shear reduces the other top entry modulo , proving this description. The usual Hecke operator is
This normalization has . Right multiplication by permutes the left cosets in , so has the same modular transformation law as . Each summand is holomorphic in . Holomorphy at the cusp and preservation of cusp forms follow directly from the coefficient formula below; the full modular group has only one cusp orbit. Thus the operators act on both and .
If , summing over kills terms unless . Writing gives output exponent , so a term of exponent requires and has original index . Its multiplier is . The Fourier coefficients of a composite-index Hecke operator are consequently
For , this means . In particular . For a prime number ,
with a nonexistent fractional-index coefficient interpreted as zero.
The Hecke multiplication relations follow from these coefficients. For coprime indices, the two divisor choices combine uniquely and give . For prime powers put , and, on formal Fourier series, let and . These individual maps need not preserve level one, but , and the coefficient formula gives
Multiplying on the left by and cancelling yields
Induction gives ; combining distinct prime factors proves
The modular Hecke algebra is therefore commutative and generated by its prime-index operators. The identity , rather than the generally false reversed identity, is what proves the prime-power recurrence.
On use the positive definite Petersson inner product
Exponential cusp decay makes this integral finite. The Hecke operators are self-adjoint for the Petersson inner product. Here is the correspondence argument. For a positive-determinant matrix , set . The finite sum over the double coset unfolds its pairing into
Changing variables preserves hyperbolic area, and shows that the determinant-normalized slash factors transfer from to on . The new quotient is by ; folding it back gives the operator for the reversed double coset. For , its adjugate again lies in . Positive scalar matrices act trivially in the determinant normalization, so and its adjugate give the same action. The adjugate involution preserves the entire determinant- correspondence, and the external normalization is real. Thus
Finite-dimensional spectral theory now gives a simultaneous orthonormal eigenbasis on , since the operators commute and are self-adjoint. For a common Hecke eigenform with eigenvalues , the first-coefficient formula gives . If , every coefficient vanishes and , a contradiction. Rescale each eigenform to have . The resulting basis is orthogonal, and
All these eigenvalues and coefficients are real. A fixed simultaneous eigenspace is one-dimensional, because its normalized Fourier coefficients are uniquely determined by the eigenvalues.
Applying the multiplication relations to an eigenform gives
The recurrence yields . Multiplicativity then gives the Euler product of a Hecke eigenform
initially in a right half-plane, for example using the Fourier coefficient bound for a cusp form. Modular inversion and the Mellin transform of a cusp-form L-function continue to an entire function and give .
There is also an integral structure. If , choose , , with a monomial in of weight and constant term one. These forms have integral Fourier coefficients and start with ; their first coefficients form a unitriangular matrix. They are a basis, and every cusp form with integral coefficients is an integral combination of them, by successive elimination of its first coefficients. The coefficient formula shows that preserves this lattice. Its characteristic polynomial is consequently monic with integer coefficients, proving that the Hecke eigenvalues are algebraic integers. Together with self-adjointness, this gives real algebraic integers without requiring any unproved bound for their sizes.
For even , the full space decomposes as . The normalized Eisenstein series is a simultaneous eigenform with
Its coefficients are , and the elementary divisor identity verifies the eigenvalue formula, including the constant coefficient. Thus the cusp eigenbasis plus diagonalizes the operators on . Weight two and odd weights have no forms; in weight zero the constant function has eigenvalue . As a concrete cuspidal example, , so for its Fourier coefficients, and the recurrence gives .

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