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For a short exact sequence $0\to N\to M\to Q\to 0$, the middle module is Artinian exactly when both outer modules are Artinian. Submodules and quotients inherit the descending chain condition. Conversely, for a descending chain $M_i$, both $M_i\cap N$ and its image in $Q$ eventually stabilize. If $x\in M_i$, choose $y\in M_{i+1}$ with the same image in $Q$; then $x-y\in M_i\cap N=M_{i+1}\cap N$, giving $M_i=M_{i+1}$. Induction shows that finite direct sums of Artinian modules are Artinian.

In a finite-dimensional short exact sequence $0\to N\to E\to \mathbb{C}\to 0$ of representations of a complex semisimple Lie algebra, the generalized zero eigenspace of the Casimir operator maps onto the trivial quotient. All its irreducible composition factors have zero Casimir eigenvalue, so they are trivial. The action is therefore strictly upper triangular and has solvable image; because a semisimple Lie algebra is a perfect Lie algebra, that image is zero. Every lift in this generalized zero eigenspace is invariant, giving a split short exact sequence.

For a finitely generated torsion Iwasawa module, its characteristic ideal is the product of the height-one prime ideals raised to the lengths of the corresponding localizations. In the elementary-divisor description it is generated by $p^{\sum a_i}\prod f_j^{b_j}$. It is unchanged by finite modules and multiplicative in short exact sequences of torsion modules.

In the real cyclotomic tower, the class-field unit sequence gives $0\to E/C\to U/C\to X\to Y\to 0$, where $X$ is the p-ramified Iwasawa module and $Y$ the unramified one. The modules are torsion over each one-variable character component. Splitting the four-term sequence into two short exact sequences proves the displayed identity by multiplicativity of characteristic ideals. The Iwasawa theorem on local cyclotomic units computes $\mathrm{char}(U/C)$ analytically. Thus the main conjecture for $X$ is equivalent to $\mathrm{char}(E/C)=\mathrm{char}(Y)$; local interpolation alone does not prove this remaining global equality.

The top exterior power of a rank-$r$ vector bundle is its determinant line bundle. A short exact sequence of vector bundles gives a canonical isomorphism of the middle determinant with the tensor product of the other two. Locally, a subbundle frame followed by lifts of a quotient frame defines it; changing lifts only adds off-diagonal blocks. This is the determinant step in adjunction for a smooth submanifold.

The subspace filtration and quotient filtration in a short exact sequence are good when the associated graded algebra is Noetherian. Their cumulative Hilbert functions add in every degree. Positive leading coefficients make the degree of the sum the larger degree; when both degrees agree, factorial times the leading coefficients add. Thus equal-dimensional nonzero factors consume positive multiplicity of a filtered module. With a standard graded algebra normalization these multiplicities are integral.

Give $N$ the subspace filtration and $M/N$ the quotient filtration. If the degree-$i$ class of $m\in F_{i}M$ maps to zero, then $m=n+m^{\prime }$ with $n\in N$ and $m^{\prime }\in F_{i-1}M$. Thus $n\in N\cap F_{i}M$ and the class comes from $\mathrm{gr}N$. Inclusion is injective in every degree and the quotient map is surjective, proving the displayed short exact sequence of associated graded modules. Exactness can fail for arbitrarily chosen incompatible filtrations.

For a multiplicative subset $S$ of a commutative ring $A$, localization preserves short exact sequences of $A$-modules. Surjectivity follows by lifting a numerator. If a fraction maps to zero, some element of $S$ annihilates its image, so multiplying its numerator by that element puts it into the original kernel. For an injective original map, the same criterion shows its localized kernel is zero. Thus $S^{-1}A$ is a flat module over $A$.

An extension group is a value of an Ext functor. In degree one it classifies short exact sequences $0\to N\to E\to M\to 0$ up to isomorphisms fixing the endpoints. The zero class is the split extension; its addition is the Baer sum. Higher degrees can be represented by longer exact extensions, or computed from a projective resolution.

For commuting five-term exact sequences in an abelian category, the first vertical map being epic and the second invertible give an invertible induced map on the images entering the middle objects, because these images are the cokernels of the first horizontal maps. The fourth vertical map being invertible and the fifth monic similarly give an invertible map on the images leaving the middle objects, because these are the kernels of the last horizontal maps. The image factorization in an abelian category packages each middle object between these two images in a short exact sequence. The short five lemma then makes the middle vertical map invertible. The proof is categorical and does not require an embedding into a category of modules.

If global dimension is zero, every module is a projective module. Each short exact sequence splits because its quotient is projective. Conversely, splitting every short exact sequence makes each module a direct summand of a free module and therefore a projective module. Splitting also makes every module an injective module: for $A\hookrightarrow B$ choose a retraction $B\to A$ and compose it with any prescribed map out of $A$.

A group extension of $G$ by an abelian $G$-module $A$ is a short exact sequencewhose conjugation action on $A$ is the specified $G$-action.

For distinct closed points over an algebraically closed field, evaluation gives the short exact sequence $0\to {\mathcal{I}}_{\{P,Q\}}\to {\mathcal{O}}_X\to k_P\oplus k_Q\to 0$. If all global regular functions are constant, the long exact sequence in sheaf cohomology embeds $k^2/k(1,1)$ into $H^1(X,{\mathcal{I}}_{\{P,Q\}})$. Thus this ideal detects a concrete obstruction to affineness.

A short exact sequence $0\to M_1\to M_2\to M_3\to 0$ of $G$-modules induces a natural long exact sequenceIt follows by applying the cochain functor and the long exact cohomology sequence of a short exact sequence of cochain complexes.

The modular representation ring is the Grothendieck group of finite-dimensional group representations, with relations $[V]=[U]+[W]$ for every short exact sequence $0\to U\to V\to W\to 0$, and multiplication $[V][W]=[V{\otimes }_{k}W]$ using the tensor product of group representations. The Jordan–Hölder theorem makes the classes of simple modules a free integral basis. Tensoring over a field is exact, so this multiplication is well defined. When $k$ is a splitting field for finite group representations, Brauer characters identify $\mathbb{C}{\otimes }_{\mathbb{Z}}{R}_k(G)$ with the algebra of complex class functions on p-regular elements. The splitting hypothesis is essential: ${\mathbb{F}}_2{C}_3\cong {\mathbb{F}}_2\times {\mathbb{F}}_4$ has two simple modules, although $C_3$ has three $2$-regular conjugacy classes.

For a short exact sequence $0\to N\to M\to M/N\to 0$, $M$ is a Noetherian module exactly when both the other terms are Noetherian modules. For the extension direction, an ascending chain $M_i$ has eventually constant intersections $M_i\cap N$ and images $(M_i+N)/N$. Equality of both forces equality of consecutive $M_i$: subtract an element with the same image and then use the common intersection.

Work over $\mathbb{C}$, or another field of characteristic zero. The Weyl algebra $A_n$ is generated by $x_1,\dots ,x_n,{\partial }_1,\dots ,{\partial }_n$ with commuting $x$'s, commuting $\partial$'s and $[{\partial }_i,x_j]={\delta }_{ij}$. Its ordered monomial basis of a Weyl algebra consists of the monomials $x^{\alpha }{\partial }^{\beta }$. One way to verify independence is to apply a finite operator relation to the formal exponential $e^{\mathbf{t}\cdot \mathbf{x}}$: after canceling that exponential the relation becomes a polynomial identity $\sum c_{\alpha \beta }{\mathbf{x}}^{\alpha }{\mathbf{t}}^{\beta }=0$, so every coefficient vanishes. The relations already reorder every word into that basis.

Give both generators degree one. The Bernstein filtration isThus $\dim F_m{A}_n=\left(\genfrac{}{}{0ex}{}{m+2n}{2n}\right)$. Commutator terms have lower degree, accounting for the commutative symbol algebra. Since that algebra is Noetherian, leading-symbol generation followed by finite downward degree cancellation proves that $A_n$ is Noetherian on both sides.

A left finitely generated module $M$ has a good filtration, for example $M_m={\sum }_j{F}_m{A}_n{m}_j$ for a finite generating set of the module. More generally one allows fixed degree shifts of the generators. The associated graded module is finite over the symbol algebra. DefineThis is the characteristic variety of a Weyl algebra module for the Bernstein algebra filtration. It records where the module's leading symbols remain nonzero and makes noncommutative module growth accessible to commutative algebra.

For a fixed algebra filtration it is independent of the good filtration. Any two such filtrations differ by bounded shifts $M_i\subseteq {\tilde{M}}_{i+c}$ and conversely, since each finite set of generators occurs in bounded degree in the other filtration. If a degree-$d$ operator has symbol annihilating $\mathrm{gr}M$, its $r$th power maps $M_i$ into $M_{i+rd-r}$. For $r>2c$, bounded-shift comparison forces the power of that symbol to annihilate $\mathrm{gr}\tilde{M}$. Reversing the argument gives equal radicals of ideals of annihilators. This is independence of characteristic support from a good module filtration. Changing the algebra filtration itself, for example to the order filtration of a Weyl algebra with the $x_i$ in degree zero, need not preserve the same variety; the convention matters.

The Hilbert-Serre theorem gives an eventual cumulative polynomialHere $d$ is also the Gelfand–Kirillov dimension of a module, and $e(M)>0$ is an integer multiplicity of a filtered module for nonzero $M$. Finite generation bounds $d\le 2n$.

Here is a proof sketch of the essential lower bound, rather than an appeal to its name. For a nonzero $f\in F_m{A}_n$, choose a nonzero monomial of greatest total degree in its ordered expansion, say $x^{\alpha }{\partial }^{\beta }$. The operations $\mathrm{ad}{\partial }_i$ and $\mathrm{ad}(-x_i)$ differentiate this expansion with respect to $x_i$ and ${\partial }_i$. Apply them ${\alpha }_i$ and ${\beta }_i$ times. Lower-degree terms die, and every other monomial of the same degree also dies unless it has exactly those exponents. The result is a nonzero scalar multiple of the chosen coefficient. Characteristic zero is essential for the factorials. Expanding the repeated commutators therefore givesChoose $0\ne v\in M_0$. If $f$ acted as zero on all $M_m$, every $f{v}_{j}v$ would vanish, contrary to $v={\sum }_j{u}_{j}f{v}_{j}v$. Hence the linear action mapis injective. It follows that $\dim F_m{A}_n\le (\dim M_m)(\dim M_{2m})$. Comparing polynomial degrees gives $2n\le 2d$. ThusThis proves Bernstein inequality for Weyl algebra modules through the faithful finite-step action of a Weyl algebra.

The bound is sharp. The polynomial representation $\mathbb{C}[x_1,\dots ,x_n]\cong A_n/{\sum }_i{A}_n{\partial }_i$ has the zero section as its characteristic variety of a Weyl algebra module, namely $\xi =0$ and dimension $n$. It is a simple module: differentiate a nonzero polynomial sufficiently to obtain a nonzero constant, then multiply by the $x_i$ to generate the whole module. The module $A_n/{\sum }_i{A}_n{x}_i$ similarly has characteristic variety of a Weyl algebra module $x=0$, a fiber of the cotangent bundle. A nonzero free module has the whole cotangent bundle and dimension $2n$. No nonzero finite-dimensional module exists for $n\ge 1$, also seen by taking the trace of $[{\partial }_1,x_1]=I$.

Modules attaining dimension $n$ are holonomic Weyl algebra modules (with the zero module included conventionally). Every nonzero subquotient remains of dimension $n$ by the lower bound and monotonicity of growth. Compatible filtrations in a short exact sequence make the leading multiplicity of a filtered module additive. Since each nonzero factor has positive integer multiplicity of a filtered module, the number of factors in any strict submodule chain is bounded by $e(M)$. Together with Noetherianity, this proves finite composition length. It illustrates why characteristic variety of a Weyl algebra module and multiplicity of a filtered module provide useful structure beyond a list of presentations. In positive characteristic there are finite-dimensional Weyl modules, so the characteristic-zero inequality and this discussion must not be asserted without its field hypothesis.

Whenever the graded pieces $N_i$ are finitely generated over $S_0$, define the Poincare series of a graded module byAdditivity means $\lambda (B)=\lambda (A)+\lambda (C)$ for every short exact sequence $0\to A\to B\to C\to 0$ in the indicated category. Dimension over a field is a basic example; length is another when the modules have finite length.

The Hilbert-Serre theorem needs finite-generation hypotheses: take $S_0$ commutative Noetherian and $S$ generated over it by homogeneous $x_1,\dots ,x_r$ of positive degrees $d_1,\dots ,d_r$. For finitely generated graded $N$, every $N_i$ is then finite over $S_0$, andIf negative grading indices are allowed for the module, the numerator is a Laurent polynomial instead. In standard degree one, the coefficients are eventually polynomial functions of the index.

To prove this, regard $N$ as finite over the surjective polynomial presentation $S_0[X_1,\dots ,X_r]\to S$. Induct on $r$. At $r=0$ only finitely many homogeneous generator degrees occur, so the series is a polynomial. For the last variable $x$ of degree $d$, put $K=(0{:}_{N}x)$ and $Q=N/xN$. The polynomial ring is Noetherian by the Hilbert basis theorem, hence $K$ is finite; both $K$ and $Q$ are finite modules over the ring with that variable removed. The degree-$i$ exact sequence isAdditivity, followed by summing over $i$, givesThe induction hypothesis supplies the remaining denominator factors. This proves Hilbert-Serre theorem for an additive coefficient function. If all $d_i=1$, expanding $(1-t{)}^{-r}$ proves eventual polynomial coefficients directly.

An arbitrary positively graded ring in the introductory wording is not enough by itself. For example $S=k[X_1,X_2,\dots ]$ with every variable of degree one and $N=S$ is a cyclic graded module, but $N_1$ is not finite-dimensional over $k$, so the dimension-valued series is not even defined. The theorem above states the standard hypotheses that make the requested definition and rationality valid.

The Iwasawa main conjecture links two descriptions of cyclotomic arithmetic: Galois modules built from abelian extensions, and p-adic L-functions built by interpolation of special values. A precise statement must distinguish local units, global units and the permitted ramification of the extension.

Use global fields $F_n=\mathbb{Q}({\zeta }_n{)}^{+}$, distinct from the local fields $K_n$ in the preceding questions. Put $F_{\infty }={\bigcup }_n{F}_n$, $G=\mathrm{Gal}(F_{\infty }/\mathbb{Q})\cong {\mathbb{Z}}_p^{\times }/\{\pm 1\}$, and $\Omega ={\mathbb{Z}}_p[[G]]$. Its pro-p subgroup is $\Gamma \cong {\mathbb{Z}}_p$, and choosing a generator identifies its Iwasawa algebra with $\Lambda ={\mathbb{Z}}_p[[S]]$. The prime-to-p finite quotient has order $(p-1)/2$, so its character idempotents decompose $\Omega$ into one-variable power-series rings. Characteristic ideals below are understood componentwise in this decomposition.

Let $\mathcal{U}$ be the norm limit of local principal units in the completions of $F_n$ at $p$, $\mathcal{E}$ the norm limit of the closures of global principal units there, and $\mathcal{C}$ the closed module generated by compatible cyclotomic units. Thus $\mathcal{C}\subseteq \mathcal{E}\subseteq \mathcal{U}$. Let $X$ be the p-ramified Iwasawa module of $F_{\infty }$, and let $Y$ be its unramified Iwasawa module, equivalently the norm limit of the p-primary ideal class groups. In this real tower the relevant character components are finitely generated torsion modules; the abelian-field Leopoldt theorem for abelian number fields supplies the required rank comparison for $X$.

For a torsion one-variable Iwasawa module, the Iwasawa module structure theorem gives, up to finite kernel and cokernel, elementary factors $\Lambda /(p^{a_i})$ and $\Lambda /(q_j(S{)}^{b_j})$ with distinguished irreducible $q_j$. Its characteristic ideal is generated by $p^{\sum a_i}{\prod }_j{q}_j^{b_j}$; the generator is determined only up to a unit. This records all height-one elementary divisors, not just the order of a finite class group.

Let $I=\ker (\Omega \to {\mathbb{Z}}_p)$ be the augmentation ideal, and let ${\zeta }_p$ be the even p-adic zeta pseudomeasure, normalized byEven powers are well-defined on ${\mathbb{Z}}_p^{\times }/\{\pm 1\}$. The trivial-character pole means that ${\zeta }_p$ itself need not be integral; $I{\zeta }_p$ is an integral ideal. In this real, p-ramified convention the main conjecture isOn nontrivial even character components this is an equality with the ideal of a Kubota-Leopoldt p-adic L-function power series. If $\gamma$ corresponds to $u=1+p$ and $S=\gamma -1$, the corresponding interpolation convention is $g_{\chi }(u^{1-s}-1)=L_p(\chi ,s)$. Other formulations use odd components of the unramified module of the full complex tower; Kummer reflection in Iwasawa theory introduces the reflected character $\omega {\chi }^{-1}$ and the accompanying Tate twist/involution. These modules and power-series variables cannot be exchanged without those corrections. The main conjecture is a theorem, proved by the Mazur-Wiles theorem and also through the cyclotomic Euler-system method.

The Iwasawa theorem on local cyclotomic units identifies the purely local quotientIts mechanism is visible in Q2. The Coleman unit-measure exact sequence, on its even part, has no roots-of-unity kernel or first-moment cokernel, since complex conjugation acts by $-1$ on those terms. It identifies $\mathcal{U}$ with the measure algebra $\Omega$. The measure comes from the Frobenius-corrected logarithmwhose kth moment is $(1-p^{k-1}){\delta }_k(f)$. This follows by applying $D^k$ and the chain rule to the two logarithms. For the units in Q2 and even $k$, use $\zeta (1-k)=-B_k/k$ to obtainUniqueness of moments therefore identifies their measures with $(p-1)[2](1-[a]){\zeta }_p$. The factors $(p-1)[2]$ are units in $\Omega$, and the differences $1-[a]$ generate $I$. Thus the closed cyclotomic-unit module maps exactly to $I{\zeta }_p$. This local interpolation calculation explains Iwasawa's quotient theorem, including the augmentation correction at the trivial character.

What remains globally is made explicit by class field theory. The class-field unit sequence givesBreak this into two short exact sequences. Multiplicativity of characteristic ideals yieldsConsequently, using the local theorem, the main conjecture is equivalent toThis is the characteristic-ideal bridge from local units to the main conjecture. It shows why the local quotient theorem alone is insufficient: it does not measure how many local cyclotomic-unit classes are supplied by global units. The Euler-system divisibility for real cyclotomic class modules supplies one containment, while the cyclotomic unit-index and norm-defect comparisons upgrade it to equality. Neither vanishing of class groups nor the Vandiver conjecture is assumed.

There is also the Iwasawa class-number growth theorem, often called Iwasawa's theorem in discussions of these towers. For sufficiently large $n$,The Iwasawa invariants $\mu ,\lambda$ come from the characteristic series of $Y$; Ferrero-Washington theorem gives $\mu =0$ in this abelian cyclotomic setting. This explains eventual linear growth of the p-adic class-number exponent. It is weaker than the main conjecture: the latter determines the complete characteristic ideal, including distinguished polynomial factors, rather than only their total degree and p-power content. The local unit theorem and the class-number growth theorem are thus important inputs and consequences in the framework, but neither should be mistaken for the global ideal equality itself.