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In mathematics, and more specifically in abstract algebra, a -algebra (or involutive algebra) is a mathematical structure consisting of two involutive rings R and A, where R is commutative and A has the structure of an associative algebra over R. Involutive algebras generalize the idea of a number system equipped with conjugation, for example the complex numbers and complex conjugation, matrices over the complex numbers and conjugate transpose, and linear operators over a Hilbert space and Hermitian adjoints. However, it may happen that an algebra admits no involution. In mathematics, a -ring is a ring with a map * : A → A that is an antiautomorphism and an involution. More precisely, * is required to satisfy the following properties: (x + y) = x + y* (x y)* = y* x* 1* = 1 (x*)* = x for all x, y in A. This is also called an involutive ring, involutory ring, and ring with involution. The third axiom is implied by the second and fourth axioms, making it redundant. Elements such that x* = x are called self-adjoint. Archetypical examples of a *-ring are fields of complex numbers and algebraic numbers with complex conjugation as the involution. One can define a sesquilinear form over any -ring. Also, one can define -versions of algebraic objects, such as ideal and subring, with the requirement to be -invariant: x ∈ I ⇒ x ∈ I and so on. *-rings are unrelated to star semirings in the theory of computation. A -algebra A is a -ring, with involution * that is an associative algebra over a commutative -ring R with involution , such that (r x) = r x ∀r ∈ R, x ∈ A. The base -ring R is often the complex numbers (with acting as complex conjugation). It follows from the axioms that * on A is conjugate-linear in R, meaning (λ x + μ y) = λ x + μ y for λ, μ ∈ R, x, y ∈ A. A -homomorphism f : A → B is an algebra homomorphism that is compatible with the involutions of A and B, i.e., f(a) = f(a) for all a in A. The *-operation on a *-ring is analogous to complex conjugation on the complex numbers.
[2]Paolo Prandoni, [3]LCAV, EPFL
The Parks-McClellan (PM) algorithm is a clever application of advanced
polynomial fitting techniques to the problem of FIR filter design. In
this notebook we will explore the key ideas behind the method by
considering the design of a simple Type-I lowpass filter.
NOTE: This notebook uses interactive widgets. If the interactive
controls do not work or show up, please fo