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math/commutative-algebra-notes.tex
commutative-algebra-notes.texRaw
   1\documentclass{article}
   2\usepackage[utf8]{inputenc}
   3\usepackage{amsfonts}
   4% \usepackage{yfonts} % WIP
   5\usepackage{amsthm}
   6\usepackage{amsmath}
   7\usepackage{enumerate}
   8\usepackage{hyperref}
   9\usepackage{amssymb}
  10\usepackage{tikz} % diagram
  11
  12\begin{filecontents}[overwrite]{commutative-algebra-notes.bib}
  13@misc{am,
  14  author = {M. F. Atiyah and I. G. MacDonald},
  15  title = {{Introduction to Commutative Algebra}},
  16  year = {1969}
  17}
  18@misc{reid,
  19  author = {Miles Reid},
  20  title = {{Undergraduate Commutative Algebra}},
  21  year = {1995}
  22}
  23@misc{mit-course,
  24  author = {Steven Kleiman},
  25  title = {{Commutative Algebra - MIT OpenCourseWare}},
  26  year = {2008},
  27  note = {\url{https://ocw.mit.edu/courses/18-705-commutative-algebra-fall-2008/}},
  28  url = {https://ocw.mit.edu/courses/18-705-commutative-algebra-fall-2008/}
  29}
  30\end{filecontents}
  31\nocite{*}
  32
  33
  34\theoremstyle{definition}
  35
  36\newtheorem{innerdefn}{Definition}
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  46\newtheorem{innerlemma}{Lemma}
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  49{\endinnerlemma}
  50
  51\newtheorem{innerprop}{Proposition}
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  54{\endinnerprop}
  55
  56\newtheorem{innercor}{Corollary}
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  59{\endinnercor}
  60
  61\newtheorem{innereg}{Example}
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  64{\endinnereg}
  65
  66\newtheorem{innerex}{Exercise}
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  69{\endinnerex}
  70
  71\newcommand{\aA}{\mathfrak{a}} % TODO: use goth font
  72\newcommand{\mM}{\mathfrak{m}}
  73
  74\title{Commutative Algebra notes}
  75\author{arnaucube}
  76\date{}
  77
  78\begin{document}
  79
  80\maketitle
  81
  82\begin{abstract}
  83    Notes taken while studying Commutative Algebra, mostly from Atiyah \& MacDonald book \cite{am} and Reid's book \cite{reid}. For the exercises, I follow the assignments listed at \cite{mit-course}.
  84
  85    Usually while reading books and papers I take handwritten notes in a notebook, this document contains some of them re-written to $LaTeX$.
  86
  87    The proofs may slightly differ from the ones from the books, since I try to extend them for a deeper understanding.
  88\end{abstract}
  89
  90\tableofcontents
  91
  92\section{Ideals}
  93
  94\subsection{Definitions}
  95
  96\begin{defn}{ideal}
  97  $I \subset R$ ($R$ ring) such that $0 \in I$ and $\forall x \in I,~ r \in R,~ xr, rx \in I$.\\
  98  \hspace*{2em} ie. $I$ absorbs products in $R$.
  99\end{defn}
 100
 101\begin{defn}{prime ideal}
 102  if $a, b \in R$ with $ab \in P$ and $P \neq R$ ($P$ a prime ideal), implies $a in P$ or $b \in P$.
 103\end{defn}
 104
 105\begin{defn}{principal ideal}
 106  generated by a single element, $(a)$.
 107
 108  $(a)$: principal ideal, the set of all multiples $xa$ with $x \in R$.
 109\end{defn}
 110
 111\begin{defn}{maximal ideal}
 112  $\mM \subset A$ ($A$ ring) with $m \neq A$ and there is no ideal $I$ strictly between $\mM$ and $A$. ie. if $\mM$ maximal and $\mM \subseteq I \subseteq A$, either $\mM=I$ or $I=A$.
 113\end{defn}
 114
 115
 116\begin{defn}{unit}
 117  $x \in A$ such that $xy=1$ for some $y \in A$. ie. element \emph{which divides 1}.
 118\end{defn}
 119
 120\begin{defn}{zerodivisor}
 121  $x \in A$ such that $\exists 0 \neq y \in A$ such that $xy=0 \in A$. ie. $x$ \emph{divides 0}..
 122
 123
 124  If a ring does not have zerodivisors is an integral domain.
 125\end{defn}
 126
 127\begin{defn}{prime spectrum - $Spec(A)$}
 128  set of prime ideals of $A$. ie.
 129
 130  $$Spec(A) = \{ P ~|~ P \subset A~ \text{is a prime ideal} \}$$
 131\end{defn}
 132
 133\begin{defn}{integral domain}
 134  Ring in which the product of any two nonzero elements is nonzero.
 135
 136  ie. no zerodivisors.
 137
 138  ie. $\forall~ 0 \neq a,~ 0 \neq b \in A,~ ab \neq 0 \in A$.
 139
 140  Every field is an integral domain, not the converse.
 141\end{defn}
 142
 143\begin{defn}{principal ideal domain - PID}
 144  integral domain in which every ideal is principal. ie.
 145  ie. $\forall I \subset R,~ \exists~ a \in I$ such that $I = (a) = \{ ra ~|~ r \in R \}$.
 146\end{defn}
 147
 148\begin{defn}{nilpotent}
 149  $a \in A$ such that $a^n=0$ for some $n>0$.
 150\end{defn}
 151\begin{defn}{nilrad A}
 152  set of all nilpotent elements of $A$; is an ideal of $A$.
 153
 154  if $nilrad A = 0 ~\Longrightarrow$ $A$ has no nonzero nilpotents.
 155
 156
 157  $$nilrad A = \bigcap_{P \in Spec(A)} P$$
 158\end{defn}
 159
 160\begin{defn}{idempotent}
 161  $e \in A$ such that $e^2=e$.
 162\end{defn}
 163
 164\begin{defn}{radical of an ideal}
 165  $$rad I = \{ f \in A | f^n \in I~ \text{for some} n \}$$
 166
 167  $rad I$ is an ideal.
 168
 169  $nilrad A = rad 0$
 170
 171  $rad I = \bigcap_{\substack{P \in \operatorname{Spec}(A)\\ P \supset I}} P$
 172\end{defn}
 173
 174\begin{defn}{local ring}
 175  A \emph{local ring} has a unique maximal ideal.
 176
 177  Notation: local ring $A$, its maximal ideal $\mM$, residue field $K=A/\mM$:
 178  $$A \supset \mM ~\text{or}~ (A, \mM) ~\text{or}~ (A, \mM, K)$$
 179\end{defn}
 180
 181\subsection{Z and K[X], two Principal Ideal Domains}
 182
 183
 184\begin{lemma}{}
 185  $\mathbb{Z}$ is a PID.
 186\end{lemma}
 187\begin{proof}
 188  Let $I$ a nonzero ideal of $\mathbb{Z}$.
 189
 190  Since $I \neq \{0\}$, there is at least one nonzero integer in $I$. Choose the smallest element of $I$, namely $d$.
 191
 192  Observe that $(d) \subseteq I$, since $d \in I$. Then, every multiple $nd \in I$, since $I$ is an ideal.
 193
 194  Take $a \in I$. By the Euclidean division algorithm in $\mathbb{Z}$, $a=qd+r$, with $q,r \in \mathbb{Z}$ and $0 \leq r \leq d$.
 195
 196  Then $r = a - qd \in I$, but $d$ was chosen to be the smallest positive element of $I$, so the only possibility is $r=0$.
 197
 198  Hence, $a=qd$, so $a \in (d)$, giving $I \subseteq (d)$.
 199
 200  Since we had $(d) \subseteq I$ and now we got $I \subseteq (d)$, we have $I = (d)$, so every ideal of $\mathbb{Z}$ is principal. Thus $\mathbb{Z}$ is a Principal Ideal Domain(PID).
 201\end{proof}
 202
 203\begin{lemma}{}
 204  $K[X]$ is a PID.
 205\end{lemma}
 206\begin{proof}
 207  This proof follows very similarly to the previous proof.\\
 208
 209  Let $K$ be a field, $K[X]$ a polynomial ring.
 210
 211  Take $\{0\} \neq I \subseteq K[X]$.
 212
 213  Since $I \neq \{0\}$, there is at least one non-zero polynomial in $I$.
 214
 215  Let $p(X) \in I$ be of minimal degree among nonzero elements of $I$.
 216
 217  Observe that $(p(X)) \subseteq I$, because $p(X) \in I$ and $I$ is an ideal.
 218
 219  Let $f(X) \in I$. By Euclidean division algorithm in $K[X]$, $\exists q, r \in K[X]$ such that $f(X) = q(X) \cdot p(X) + r(X)$ with eithr $r(X)=0$ or $deg(r) < deg(p)$.
 220
 221  Since $f,p \in I$, then $r(X) = f(X) - q(X)\cdot p(X) \in I$
 222
 223  If $r(X) \neq 0$, then $deg(r) < deg(p)$, which contradicts the minimality of $deg(p)$ in $I$.
 224
 225  Therefore, $r(X)=0$, thus $f(X)=q(X)\cdot p(X)$, hence $f(X) \in (p(X))$.
 226  Henceforth, $I \subseteq (p(X))$.
 227
 228  Then, since $(p(X)) \subseteq I$ and $I \subseteq (p(X))$, we have that $I = (p(X))$.
 229
 230  So every ideal of $K[X]$ is principal; thus $K[X]$ is a PID.
 231
 232\end{proof}
 233
 234
 235
 236\subsection{Lemmas, propositions and corollaries}
 237
 238Let $\Sigma$ be a partially orddered set. Given subset $S \subset \Sigma$, an \emph{upper bound} of $S$ is an element $u \in \Sigma$ such that $s<u \forall s \in S$.
 239
 240A \emph{maximal element} of $\Sigma$, is $m \in \Sigma$ such that $m<s$ does not hold for any $s \in \Sigma$.
 241
 242A subset $S \subset \Sigma$ is \emph{totally ordered} if for every pair $s_1,s_2 \in S$, either $s_1 \leq s_2$ or $s_2 \leq s_1$.
 243
 244\begin{lemma}{R.1.7}{Zorn's lemma} \label{zorn}
 245  suppose $\Sigma$ a nonempty partially ordered set (ie. we are given a relation $x \leq y$ on $\Sigma$), and that any totally ordered subset $S \subset \Sigma$ has an upper bound in $\Sigma$.
 246
 247  Then $\Sigma$ has a maximal element.
 248\end{lemma}
 249
 250\begin{thm}{AM.1.3} \label{1.3}
 251  Every ring $A \neq 0$ has at least one maximal ideal.
 252\end{thm}
 253\begin{proof}
 254  By Zorn's lemma \ref{zorn}.
 255\end{proof}
 256
 257\begin{cor}{AM.1.4} \label{1.4}
 258  if $I \neq (1)$ an ideal of $A$, $\exists$ a maximal ideal of $A$ containing $I$.
 259\end{cor}
 260
 261\begin{cor}{AM.1.5} \label{1.5}
 262  Every non-unit of $A$ is contained in a maximal ideal.
 263\end{cor}
 264
 265\begin{defn}{Jacobson radical}
 266  The \emph{Jacobson radical} of a ring $A$ is the intersection of all the maximal ideals of $A$.
 267
 268  Denoted $Jac(A)$.
 269  
 270  $Jac(A)$ is an ideal of $A$.
 271\end{defn}
 272
 273\begin{prop}{AM.1.9} \label{1.9}
 274  $x \in Jac(A)$ iff $(1 - xy)$ is a unit in $A$, $\forall y \in A$.
 275\end{prop}
 276\begin{proof}
 277  Suppose $1-xy$ not a unit.
 278
 279  By \ref{1.5}, $1-xy \in \mM$ for $\mM$ some maximal ideal.
 280
 281  But $x \in Jac(A) \subseteq \mM$, since $Jac(A)$ is the intersection of all maximal ideals of $A$.
 282
 283  Hence $xy \in \mM$, and therefore $1 \in \mM$, which is absurd, thus $1-xy$ is a unit.
 284
 285  Conversely:\\
 286  Suppose $x \not\in \mM$ for some maximal ideal $\mM$.
 287
 288  Then $\mM$ and $x$ generate the unit ideal $(1)$, so that we have $u + xy = 1$ for some $u \in \mM$ and some $y \in A$.
 289
 290  Hence $1 -xy \in \mM$, and is therefore not a unit.
 291\end{proof}
 292
 293\section{Modules}
 294
 295\subsection{Modules concepts}
 296
 297Let $A$ be a ring. An $A$-module is an Abelian group $M$ with a multiplication
 298map
 299\begin{align*}
 300  A \times M &\longrightarrow M\\
 301  (f, m) &\longmapsto fm
 302\end{align*}
 303satisfying $\forall~ f,g \in A,~~ m, n \in M$.
 304\begin{enumerate}[i.]
 305  \item $f(m \pm n)=fm \pm fn$
 306  \item $(f \pm g) m = fm \pm gm$
 307  \item $(fg) m = f(gm)$
 308  \item $1_A m = m$
 309\end{enumerate}
 310
 311Let $\psi: M \longrightarrow M$ an $A$-linear endomorphism of $M$.\\
 312$A[\psi] \subset End M$ is the subring geneerated by $A$ and the action of $\psi$.
 313\begin{itemize}
 314\item since $\psi$ is $A$-linear, $A[\psi]$ is a commutative ring.
 315\item $M$ is a module over $A[\psi]$, so $\psi$ beomes multiplication by a ring element.
 316\end{itemize}
 317
 318\subsection{Cayley-Hamilton theorem, Nakayama lemma, and corollaries}
 319
 320\begin{prop}{AM.2.4}(Cayley-Hamilton Theorem) \label{2.4}
 321  Let $M$ a fingen $A$-module. Let $\aA$ an ideal of $A$, let $\psi$ an
 322  $A$-module endomorphism of $M$ such that $\psi(M) \subseteq \aA M$.
 323
 324  Then $\psi$ satisfies
 325  
 326  $$\psi^n + a_1 \psi^{n-1} + \ldots + a_{n-1} \psi + a_n = 0$$
 327
 328  with $a_i \in \aA$.
 329\end{prop}
 330\begin{proof}
 331  Since $M$ fingen, let $\{ x_1, \ldots, x_n \}$ be generators of $M$.\\
 332  By hypothesis, $\psi(M) \subseteq \aA M$; so for any generator $x_i$, it's image $\psi(x_i) \in \aA M$.
 333
 334  Any element in $\aA M$ is a linear combination of the generators with coefficients in the ideal $\aA$, thus
 335  $$\psi(x_i)= \sum_{j=1}^n a_{ij} x_j$$
 336  with $a_{ij} \in \aA$.
 337  
 338  Thus, for a module with $n$ generators, we have $n$ different $\psi(x_i)$ equations:
 339
 340  $$
 341  \left.
 342  \begin{aligned}
 343    \psi(x_1) &= a_{1,1} x_1 + a_{1,2} x_2 + \ldots + a_{1,n} x_n\\
 344    \psi(x_2) &= a_{2,1} x_1 + a_{2,2} x_2 + \ldots + a_{2,n} x_n\\
 345    \ldots\\
 346    \psi(x_n) &= a_{n,1} x_1 + a_{n,2} x_2 + \ldots + a_{n,n} x_n
 347  \end{aligned}
 348  \right\}
 349  \begin{aligned}
 350      &\text{n elements $\psi(x_i) \in \aA M$ which}\\
 351      &\text{are linear combinations of the}\\
 352      &\text{$n$ generators of $M$}
 353  \end{aligned}
 354  $$
 355  
 356  Next step: rearrange in order to use matrix algebra.
 357
 358  Observe that each row equals $0$, and rearranging the elements at each row we get
 359
 360  $$
 361  \left.
 362  \begin{aligned}
 363    &\psi(x_1) - (a_{1,1} x_1 + a_{1,2} x_2 + \ldots + a_{1,n} x_n) = 0\\
 364    &\psi(x_2) - (a_{2,1} x_1 + a_{2,2} x_2 + \ldots + a_{2,n} x_n) = 0\\
 365    &\ldots\\
 366    &\psi(x_n) - (a_{n,1} x_1 + a_{n,2} x_2 + \ldots + a_{n,n} x_n) = 0
 367  \end{aligned}
 368  \right\}
 369  $$
 370
 371  Then, group the $x_i$ terms together; as example, take the row $i=1$:
 372    $$(\psi - a_{1,1})x_1 - a_{1,2} x_2 - \ldots - a_{1,n} x_n = 0$$
 373
 374  $$
 375  \left.
 376  \begin{aligned}
 377    &~~~~(\psi - a_{1,1})x_1 - a_{1,2} x_2 - \ldots - a_{1,n} x_n = 0\\
 378    &-a_{2,1} x_1 + (\psi - a_{2,2}) x_2 - \ldots - a_{2,n} x_n = 0\\
 379    &\ldots\\
 380    &-a_{1,1} x_1 - a_{1,2} x_2 - \ldots + (\psi - a_{1,n}) x_n = 0\\
 381  \end{aligned}
 382  \right\}
 383  $$
 384    
 385  So, $\forall i \in [n]$, as a matrix:
 386  
 387  $$
 388  \begin{pmatrix}
 389    \psi - a_{1,1} & -a_{1,2} & \ldots & -a_{1,n}\\
 390    -a_{2,1} & \psi-a_{2,2} & \ldots & -a_{2,n}\\
 391    \vdots\\
 392    -a_{n,1} & -a_{n,2} & \ldots & \psi-a_{n,n}\\
 393  \end{pmatrix}
 394  \begin{pmatrix}
 395    x_1\\ x_2\\ \vdots\\ x_n
 396  \end{pmatrix}
 397  =
 398  \begin{pmatrix}
 399    0\\ 0\\ \vdots\\ 0
 400  \end{pmatrix}
 401  $$
 402
 403
 404  
 405  Denote the previous matrix by $\Phi$. Let $m$ denote the vector $(x_1, x_2, \ldots, x_n)^T$ (ie. the vector of generators of the $A$-module $M$).\\
 406  \hspace*{4em}Then we can write the previous equality as
 407  \begin{equation}
 408    \Phi \cdot m = 0
 409    \label{eq:2.4.1}
 410  \end{equation}
 411
 412  We know that
 413  \begin{equation}
 414    adj(\Phi) \Phi = det(\Phi) I
 415    \label{eq:2.4.2}
 416  \end{equation}
 417  (aka. \emph{fundamental identity for the adjugate matrix}).
 418
 419  So if at \eqref{eq:2.4.1} we multiply both sides by $adj(\Phi)$,
 420  \begin{align*}
 421    adj(\Phi) \cdot \Phi \cdot &m = 0\\
 422    (\text{recall from \eqref{eq:2.4.2}:}~ &adj(\Phi)\Phi=det(\Phi)\cdot I ~)\\
 423    =det(\Phi) \cdot I \cdot &m = 0
 424  \end{align*}
 425
 426  Thus,
 427  \begin{align*}
 428    det(\Phi) \cdot I \cdot &m = 0:\\
 429  \begin{pmatrix}
 430    det(\Phi) & 0 & \ldots & 0\\
 431    0 & det(\Phi) & \ldots & 0\\
 432    \vdots\\
 433    0 & 0 & \ldots & det(\Phi)
 434  \end{pmatrix}
 435  \cdot
 436  &\begin{pmatrix}
 437    x_1\\ x_2\\ \vdots\\ x_n
 438  \end{pmatrix}
 439                              =
 440  \begin{pmatrix}
 441    0\\ 0\\ \vdots\\ 0
 442  \end{pmatrix}
 443  \end{align*}
 444
 445  $\Longrightarrow$
 446  \begin{equation}
 447    det(\Phi) \cdot x_i = 0 ~~\forall i \in [n]
 448    \label{eq:2.4.3}
 449  \end{equation}
 450
 451  ie. $det(\Phi)$ is an \emph{annihilator} of the generators $x_i$ of $M$, thus
 452  is an annihilator of the entire module $M$.
 453
 454
 455  So, we're interested into calculating the $det(\Phi)$.
 456
 457  By the Leibniz formula,
 458  $$\det(A) = \sum_{\sigma \in S_n} sgn(\sigma) \prod_{i=1}^n a_{i, \sigma(i)}$$
 459
 460  thus,
 461  $$det(\Phi) = \underbrace{(\psi - a_{11}) (\psi - a_{22}) \ldots (\psi - a_{nn})}_{\text{diagonal of $\Phi$, leading term of the determinant}} - \ldots$$
 462
 463  The \emph{determinant trick} is that the terms that go after the "leading term of the determinant", will belong to $\aA$ and their combinations with $\psi$ will not be bigger than $\psi^n$. Furthermore, when expanding it
 464  \begin{itemize}
 465    \item highest power is $1 \cdot \psi^n$
 466    \item coefficient of $\psi^{n-1}$ is $-( \underbrace{ a_{11} + a_{22} + \ldots + a_{nn} }_{a_1})$,\\
 467      where, since each $a_{ii} \in \aA,~~ a_1 \in \aA$
 468    \item the rest of coefficients of $\psi^k$ are also elements in $\aA$
 469  \end{itemize}
 470
 471  Therefore we have
 472  $$det(\Phi) = \psi^n + a_1 \psi^{n-1} + a_2 \psi^{n-2} + \ldots + a_{n-1} \psi + a_n$$
 473  with $a_i \in \aA$.
 474
 475  \vspace{0.5cm}
 476
 477  Now, notice that we had $det(\Phi) \cdot x_i = 0 ~\forall~ i\in [n]$.
 478
 479  The matrix $\Phi$ is the \emph{characteristic matrix}, $xI-A$, viewed as an operator. Then,
 480  $$det(\Phi) = det(xI-A) = p(x)$$
 481  where $p(x)$ is the \emph{characteristic polynomial}.
 482
 483  If a linear transformation turns every basis vector ($x_i$) into zero, then that transformation is the zero transformation. So in our case, $det(\Phi)$ is the zero transformation, thus $det(\Phi)=0$.
 484  Therefore,
 485  $$\psi^n + a_1 \psi^{n-1} + a_2 \psi^{n-2} + \ldots + a_{n-1} \psi + a_n = 0$$
 486
 487
 488  %%%%%% OLD START
 489
 490  % \vspace{3cm}
 491  % 
 492  % Kronecker delta:
 493  % $\delta_{ij} =
 494  % \begin{cases}
 495  %   1 & \text{if } i = j,\\
 496  %   0 & \text{otherwise}
 497  % \end{cases}$
 498  % 
 499  % With the Kronecker delta, $\psi(x_i)$ can be expressed as
 500  % $$\psi(x_i) = \sum_{j=1}^n \delta_{ij} \psi(x_j)$$
 501  % so the previous matrix can be characterized as
 502  % $$\sum_{j=1}^n (\delta_{ij} \psi - a_{ij}) x_j = 0$$
 503  % 
 504  % The entries of the matrix are \emph{endomorphisms} (elements of the ring $A[\psi]$)
 505  % \begin{itemize}
 506  %   \item the term $(\psi - a_{11})$ is an operator that acts on $x_1$; as $(\psi(x_1)-a_{11}\cdot x_1)$
 507  %   \item the term $(-a_{12})$ is an operator that acts on $x_2$; as multiplication by it, ie. $(-a_{12} \cdot x_2)$
 508  % \end{itemize}
 509  % 
 510  % We need a single element $x \in A$ that \emph{annihilates} every $m \in M$ simultaneously, ie. $xM=0$. We're going to use the determinant for getting $x$.
 511  % 
 512  % Since $A$ is a commutative ring, and $\psi$ commutes with any $a \in A$,
 513  % the ring of operators $A[\psi]$ is a commutative ring.
 514  % 
 515  % $\Longrightarrow~$ so we can treat the matrix as a matrix of real numbers and calculate its determinant.
 516  % 
 517  % 
 518  % \vspace{0.75cm}
 519  % This is called \emph{"the determinant trick"}.\\
 520  % We're interested in the determinant because it is the only way to turn a system of multiple equations in a single scalar-like equation that describes the endomorphism $\psi$.\\
 521  % $\rightarrow$ Because in module theory, we lack of "division", so can not "solve for $\psi$" the system of equations.\\
 522  % $\rightarrow$ The determinant provides a way to find a polynomial that \emph{annihilates} the module; the \emph{characteristic polynomial}, which related $\psi$ to the ideal $\aA$
 523  % 
 524  % $$det(M) \cdot x_i = 0~~ \forall i$$
 525  % where $x_i$ are the generators of $M$.
 526  % 
 527  % Use $\Phi$ to denote the previous matrix. The determinant is the only function that can take that matrix $\Phi$ and produce a single scalar $x=det(\Phi)$ such that the following identity holds: $adj(\Phi)\cdot \Phi=det(\Phi) \cdot \aA$.
 528  % \vspace{0.5cm}
 529  % 
 530  % Since $det(M)$ kills every generator, it must kill every element in $M$\\
 531  % $\Longrightarrow~~ det(M)$ is the zero map.
 532  % 
 533  % Leibniz formula of the determinant of an $n \times n$ matrix:
 534  % $$
 535  % det(M) = \sum_{\sigma \in S_n} sign(\sigma) \prod_{i=1}^n M_{i, \sigma(i)}
 536  % $$
 537  % 
 538  % so,
 539  % $$(\psi - a_{11}) (\psi - a_{22}) \ldots (\psi - a_{nn})$$
 540  % expanding it,
 541  % \begin{itemize}
 542  %   \item highest power is $1 \cdot \psi^n$
 543  %   \item coefficient of $\psi^{n-1}$ is $-( \underbrace{ a_{11} + a_{22} + \ldots + a_{nn} }_{a_1})$,\\
 544  %     where, since each $a_{ii} \in \aA,~~ a_1 \in \aA$
 545  %   \item the rest of coefficients of $\psi^k$ are also elements in $\aA$
 546  % \end{itemize}
 547  % 
 548  % So we have
 549  % $$p(\psi) = \psi^n + a_1 \psi^{n-1} + a_2 \psi^{n-2} + \ldots + a_{n-1} \psi + a_n$$
 550  % with $a_i \in \aA$.
 551  % 
 552  % Since this determinant annihilates the generators (ie. $det(M)x_i=0$), the resulting enddomorphism $p(\psi)$ is the zero map on the entire module $M$, so:
 553  % $$\psi^n + a_1 \psi^{n-1} + a_2 \psi^{n-2} + \ldots + a_{n-1} \psi + a_n = 0$$
 554  % with $a_i \in \aA$, as stated in the Cayley-Hamilton theorem.
 555  
 556  %%%%% OLD END
 557\end{proof}
 558
 559
 560\vspace{0.5cm}
 561
 562\begin{cor}{AM.2.5} \label{2.5}
 563  Let $M$ a fingen $A$-module, let $\aA$ an ideal of $A$ such that $\aA M = M$.
 564
 565  Then, $\exists~ x \equiv 1 \pmod \aA$ such that $xM = 0$.
 566\end{cor}
 567\begin{proof}
 568  take $\psi = \text{identity}$. Then in Cayley-Hamilton (\ref{2.4}):
 569  \begin{align*}
 570    &\psi^n + a_1 \psi^{n-1} + a_2 \psi^{n-2} + \ldots + a_{n-1} \psi + a_n = 0\\
 571    \Longrightarrow~ &id_M + a_1 id_M + a_2 id_M + \ldots + a_{n-1} id_M + a_n = 0\\
 572    \Longrightarrow~ &(1 + a_1 + \ldots + a_n) id_M = 0
 573  \end{align*}
 574  apply it to $m \in M$, where since $id_M(m)=m$ (by definition of the identity), we then have
 575  $$(1 + a_1 + \ldots + a_n) \cdot m = 0$$
 576  with $a_i \in \aA$.
 577
 578  \begin{enumerate}[\text{part} i.]
 579    \item $xM=0$:\\
 580      Thus the scalar $x = (1 + a_1 + \ldots + a_n)$ annihilates every $m \in M$, ie. the entire module $M$.
 581
 582    \item $x \equiv 1 \pmod \aA$:\\
 583      $x \equiv 1 \pmod \aA ~~ \Longleftrightarrow (x-1) \in \aA$\\
 584      then from $x = (1 + \underbrace{a_1 + \ldots + a_n}_b) \in \aA$, set $b=a_1 + \ldots + a_n$,\\
 585      so that $x=(1+b) \in \aA$.\\
 586
 587      Then $x-1 = (1+b)-1 = b \in \aA$\\
 588      so $x-1 \in \aA$, thus $x \equiv 1 \pmod \aA$ as stated.
 589  \end{enumerate}
 590\end{proof}
 591
 592
 593
 594\begin{prop}{AM.2.6}{Nakayama's lemma} \label{2.6}
 595  Let $M$ a fingen $A$-module, let $\aA$ an ideal of $A$ such that $\aA \subseteq Jac(A)$.
 596
 597  Then $\aA M = M$ implies $M=0$.
 598\end{prop}
 599\begin{proof}
 600  By \ref{2.5}: since $\aA M = M$, we have $x M =0$ for some $x \equiv 1 \pmod {Jac(A)}$. (notice that at \ref{2.5} is $\pmod \aA$ but here we use $\pmod {Jac(A)}$, since we have $\aA \subseteq Jac(A)$).
 601
 602  (recall \ref{1.9}: $x \in Jac(A)$ iff $(1 - xy)$ is a unit in $A$, $\forall y \in A$).\\
 603  By \ref{1.9}, $x$ is a unit in $A$ (thus $x^{-1}\cdot x=1$).
 604
 605  Hence $M = x^{-1} \cdot \underbrace{x~ \cdot M}_{=0~ \text{(by \ref{2.5})}} = 0$.
 606
 607  Thus, if $\aA M = M$ then $M=0$.
 608\end{proof}
 609
 610
 611
 612\begin{cor}{AM.2.7} \label{2.7}
 613  Let $M$ a fingen $A$-module, let $N \subseteq M$ a submodule of $M$, let $\aA \subseteq Jac(A)$ an ideal.
 614
 615  Then $M = \aA M + N \stackrel{\text{implies}}{\Longrightarrow} M=N$.
 616\end{cor}
 617\begin{proof}
 618  The idea is to apply Nakayama (\ref{2.6}) to $M/N$.
 619
 620  Since $M$ fingen $\Longrightarrow~~ M/N$ is fingen and an $A$-module.
 621
 622  Since $\aA \subseteq Jac(A) ~\Longrightarrow~$ Nakayama applies to $M/N$ too.
 623
 624  By definition,
 625  $$\aA M = \left\{ \sum a_i \cdot m_i ~~|~~ a_i \in \aA, m_i \in M \right\}$$
 626  where $m_i$ are the generators of $M$.
 627
 628  Then, for $M/N$,
 629  $$\aA (\frac{M}{N}) = \left\{ \sum a_i \cdot (m_i + N) ~~|~~ a_i \in \aA, m_i \in M \right\}$$
 630
 631  observe that $a_i(m_i+N)= a_i m_i +N$, thus
 632  $$\sum_i a_i \cdot (m_i + N) = \underbrace{(\sum_i a_i \cdot m_i)}_{\in \aA M} + N \in \aA M + N$$
 633
 634  Hence,
 635
 636  \begin{equation}
 637    \aA (\frac{M}{N}) = \left\{ x + N ~~|~~ x \in \aA M \right\} = \aA M + N
 638    \label{eq:2.7.1}
 639  \end{equation}
 640
 641  By definition, if we take $\frac{\aA M + N}{N}$, then
 642  $$\frac{\aA M + N}{N} = \left\{ y + N ~~|~~ y \in \aA M +N \right\} = \aA M + N$$
 643
 644  thus every $y \in \aA M +N$ can be written as
 645  $$y=x+n,~~ \text{with}~ x \in \aA M,~ n\in N$$
 646  which comes from \eqref{eq:2.7.1}.
 647
 648  Thus, $y + N = (x+n)+N = x+N$, since $n \in N$ is zero in the quotient.
 649  
 650  Hence, every element of $\frac{\aA M +N}{N}$ has the form
 651  $$\frac{\aA M + N}{N} = \left\{ x + N ~~|~~ x \in \aA M \right\}$$
 652  as in \eqref{eq:2.7.1}.
 653
 654  Thus
 655  \begin{equation}
 656    \aA (\frac{M}{N}) = \aA M + N = \frac{\aA M +N}{N}
 657    \label{eq:2.7.2}
 658  \end{equation}
 659
 660  By the Collorary assumption, $M = \aA M + N$; quotient it by $N$:
 661  \begin{equation}
 662    \frac{M}{N} = \frac{\aA M +N}{N}
 663  \label{eq:2.7.3}
 664  \end{equation}
 665
 666  So, from \eqref{eq:2.7.2} and \eqref{eq:2.7.3}:
 667  $$\aA (\frac{M}{N}) = \aA M +N = \frac{\aA M +N}{N} = \frac{M}{N}$$
 668  thus, $\aA (\frac{M}{N}) = \frac{M}{N}$.
 669
 670  By Nakayama's lemma \ref{2.6}, if $\aA (\frac{M}{N}) = \frac{M}{N} ~\stackrel{implies}{\Longrightarrow}~ \frac{M}{N}=0$
 671
 672  Note that
 673  $$\frac{M}{N} = \{ m + N ~|~ m \in M \}$$
 674  (the zero element in $\frac{M}{N}$ is the coset $N=0+N$)
 675
 676  Then, $\frac{M}{N}=0$ means that the quotient has exactly one element, the zero coset $N$.
 677
 678  Thus, every coset $m + N$ equals the zero coset $N$, so $m-0 \in N ~\Longrightarrow~ m \in N$.
 679
 680  Hence every $m \in M$ lies in $N$, ie. $\forall m \in M,~ m \in N$.
 681
 682  So $M \subseteq N$. But notice that by the Corollary, we had $N \subseteq M$, therefore $M = N$.
 683
 684  Thus, if $M = \aA M + N \stackrel{implies}{\Longrightarrow} M = N$.
 685\end{proof}
 686
 687
 688
 689\begin{prop}{AM.2.8} \label{2.8}
 690  Let $x_i \forall i \in [n]$ be elements of $M$ whose images $\frac{M}{m M}$ from a basis of this vector space. Then the $x_i$ generate $M$.
 691\end{prop}
 692\begin{proof}
 693  Let $N$ submodule $M$, generated by the $x_i$.
 694
 695  Then the composite map $N \longrightarrow M \longrightarrow \frac{M}{m M}$ maps $N$ onto $\frac{M}{m M}$, hence $N + \aA M = M$, which by \ref{2.7} implies $N = M$.
 696\end{proof}
 697
 698
 699\subsection{Sequences}
 700
 701\begin{defn}{R.2.9.a}{Exact Sequence}
 702  Let a sequence of homomorphisms
 703$$L \stackrel{\alpha}{\longrightarrow} M \stackrel{\beta}{\longrightarrow} N$$
 704It is \emph{exact} at $M$ if $im(\alpha)=ker(\beta)$.
 705
 706ie. $\beta \circ \alpha = 0$ and $\alpha$ maps surjectively to
 707$ker(\beta)$.
 708\end{defn}
 709
 710\begin{defn}{R.2.9.b}{Short Exact Sequence (s.e.s.)} \label{2.9}
 711$$0 \longrightarrow L \stackrel{\alpha}{\longrightarrow} M \stackrel{\beta}{\longrightarrow} N \longrightarrow 0$$
 712is exact $\Longleftrightarrow~ L \subset M$ and $N=M / L$.
 713
 714Properties:
 715\begin{itemize}
 716  \item $\alpha$ injective
 717  \item $\beta$ surjective
 718  \item $\alpha:~ L \Longrightarrow ker \beta$
 719  \item $\beta$ induces $M/\alpha(L) \longrightarrow N$
 720\end{itemize}
 721\end{defn}
 722
 723\begin{prop}{R.2.10}{Split exact sequence} \label{2.10}
 724  For the previous s.e.s., 3 equivalent conditions:
 725  \begin{enumerate}[i.]
 726    \item $\exists$ isomorphism $M \cong L \oplus N$, with
 727      \begin{align*}
 728        \alpha:~ &m \longmapsto (m,0)\\
 729        \beta:~ &(m, n) \longmapsto n
 730      \end{align*}
 731
 732    \item $\exists$ a \emph{section} of $\beta$, that is, a map $s: N \longrightarrow M$ such that $\beta \circ s = id_N$
 733    \item $\exists$ a \emph{retraction} of $\alpha$, that is, a map $r: M \longrightarrow L$ such that $r \circ \alpha = id_L$
 734  \end{enumerate}
 735  
 736  If all i, ii, iii are satisfied, it is a split exact sequence.
 737\end{prop}
 738\begin{proof}
 739  Intuitively, when a s.e.s. \emph{splits} it means that the middle module $M$ is the direct sum of the other (outer) two modules, ie. $M = L \oplus N$.
 740
 741  \begin{itemize}
 742    \item[(i to ii, iii)]
 743      if $M \cong L \oplus N$ such that $\alpha:~ m \longmapsto (m,0),~~ \beta:~ s(m, n) \longmapsto n$, we can define the maps
 744
 745      for ii:
 746      \begin{align*}
 747        s:~ N &\longrightarrow L \oplus N\\
 748        s(n) &\longmapsto (0, n)
 749      \end{align*}
 750
 751      Then $\beta(s(n))=\beta(0,n)$, so $\beta \circ s = id_N$.
 752
 753      for iii:
 754      \begin{align*}
 755        r:~ L \oplus N &\longrightarrow L\\
 756        r(m,n) &\longmapsto m
 757      \end{align*}
 758
 759      Then $r(\alpha(m))=r(m,0)$, so $r \circ \alpha = id_L$.
 760
 761    \item[(ii to i)]
 762      assume $s: N \longrightarrow M$ such that $\beta \circ s = id_M$
 763
 764      Want to show $M \cong im(\alpha) \oplus im(s)$.
 765
 766      $\forall m \in M$, consider $m - s(\beta(m))$, apply $\beta$ to it:\\
 767      $\beta(m - s(\beta(m))) = \beta(m) - (\beta \circ s)(\beta(m)) = \beta(m) - \beta(m) = 0$
 768
 769      Since $ker(\beta) = im(\alpha),~~ \exists! l \in L ~\text{such that}~ \alpha(l) = m - s(\beta(m))$.
 770
 771      Thus $m = \alpha(l) + s(\beta(m))$.
 772
 773      \vspace{0.3cm}
 774      Now, suppose $x \in im(\alpha) \cap im(s)$, then $x = \alpha(l)=s(n)$, apply $\beta$ to it: $\beta(\alpha(l)) = \beta(s(n)) ~\Longrightarrow~ 0=n$.
 775
 776      If $n=0$, then $s(n)=0$, so the intersection is $\{0\}$.
 777
 778      \vspace{0.3cm}
 779      Define
 780      \begin{align*}
 781        \phi: L \oplus N &\longrightarrow M\\
 782        \phi(l,n) &\longmapsto \alpha(l)+s(n)
 783      \end{align*}
 784      This isomorphism satisfies the required conditions.
 785
 786    \item[(iii to i)] similar to the previous one.
 787  \end{itemize}
 788
 789  \vspace{0.3cm}
 790  TL;DR:\\
 791
 792$$
 7930 \longrightarrow L
 794  \substack{
 795    \stackrel{\alpha}{\longrightarrow}\\
 796    \stackrel{\longleftarrow}{r}
 797  }
 798  \substack{M \\[0.5ex] \cong L \oplus N}
 799  \substack{
 800    \stackrel{\beta}{\longrightarrow}\\
 801    \stackrel{\longleftarrow}{s}
 802  }
 803  N \longrightarrow 0
 804$$
 805\begin{align*}
 806  \alpha:~ &l \longmapsto (l,0)\\
 807  r:~ &(m,n) \longmapsto m\\
 808  \alpha &\circ r = id_L\\
 809  \beta:~ &(l,n) \longmapsto n\\
 810  s:~ &n \longmapsto (0,n)\\
 811  \beta &\circ s = id_N
 812\end{align*}
 813
 814\end{proof}
 815
 816\section{Noetherian rings (and modules)}
 817
 818\begin{defn}{}{Ascending Chain Condition}
 819  A partially orddered set $\Sigma$ has the \emph{ascending chain condition} (a.c.c.) if every chain
 820  $$s_1 \leq s_2 \leq \ldots \leq s_k \leq \ldots$$
 821  eventually breaks off, that is, $s_k = s_{k+1} = \ldots$ for some $k$.
 822\end{defn}
 823
 824$\Longrightarrow~ \Sigma$ has the a.c.c. iff every non-empty subset $S \subset \Sigma$ has a maximal element.\\
 825\hspace*{2em} if $\empty \neq S \subset \Sigma$ does not have a maximal element, choose $s_1 \in S$, and for each $s_k$, an element $s_{k+1}$ with $s_k < s_{k+1}$, thus contradicting the a.c.c.
 826
 827\begin{defn}{R.3.2}{Noetherian ring}
 828  Let $A$ a ring; 3 equivalent conditions:
 829  \begin{enumerate}[i.]
 830    \item the set $\Sigma$ of ideals of $A$ has the a.c.c.; in other words, every increasing chain of ideals
 831      $$I_1 \subset I_2 \subset \ldots \subset I_k \subset \ldots$$
 832      eventually stops, that is $I_k = I_{k+1}=\ldots$ for some $k$.
 833    \item every nonempty set $S$ of ideals has a maximal element
 834    \item every ideal $I \subset A$ is finitely generated
 835  \end{enumerate}
 836  If these conditions hold, then $A$ is \emph{Noetherian}.
 837\end{defn}
 838\begin{proof}
 839  TODO
 840\end{proof}
 841
 842\begin{defn}{R.3.4.D}{Noetherian modules}
 843  An $A$-module $M$ is Noetherian if the submoles of $M$ have the a.c.c.,\\
 844  that is, ay increasing chain
 845  $$M_1 \subset M_2 \subset \ldots \subset M_k \subset \ldots$$
 846  of submodules eventually stops.
 847\end{defn}
 848
 849As in with rings, it is equivalent to say that
 850\begin{enumerate}[i.]
 851  \item any nonempty set of modulesof $M$ has a maximal element
 852  \item every submodule of $M$ is finite
 853\end{enumerate}
 854
 855
 856
 857\begin{prop}{R.3.4.P}\label{R.3.4.P}
 858  Let $0 \longrightarrow L \xrightarrow{\ \alpha \ } M \xrightarrow{\ \beta \ } N \longrightarrow 0$ be a s.e.s. (split exact sequence, \ref{2.10}).
 859
 860  Then, $M$ is Noetherian $\Longleftrightarrow~ L$ and $N$ are Noetherian.
 861\end{prop}
 862\begin{proof}
 863  $\Longrightarrow$: trivial, since ascending chains of submodules in $L$ and $N$ correspond one-to-one to certain chains in $M$.
 864
 865  $\Longleftarrow$: suppose $M_1 \subset M_2 \subset \ldots \subset M_k \subset \ldots$ is an increasing chain of submodules of $M$.
 866
 867  Then identifying $\alpha(L)$ with $L$ and taking intersection gives a chain
 868  $$L \cap M_1 \subset L \cap M_2 \subset \ldots \subset L \cap M_k \subset \ldots$$
 869  of submodules of $L$, and applying $\beta$ gives a chain
 870  $$\beta(M_1) \subset \beta(M_2) \subset \ldots \beta(M_k) \subset \ldots$$
 871  of submodules of $N$.
 872
 873  Each of these two chains eventually stop, by the assumption on $L$ and $N$, so that we only need to prove the following lemma which completes the proof.
 874\end{proof}
 875
 876\begin{lemma}{R.3.4.L}
 877  for submodules $M_1 \subset M_2 \subset M$,
 878  $$L \cap M_1 = L \cap M_2 ~\text{and}~ \beta(M_1) = \beta(M_2) ~\Longrightarrow~ M_1 = M_2$$
 879\end{lemma}
 880\begin{proof}
 881  if $m\in M_2$, then $\beta(m) \in \beta(M_1) = \beta(M_2)$, so that there is an $n \in M_1$ such that $\beta(m)=\beta(n)$.
 882
 883  Then $\beta(m-n)=0$, so that
 884  $$m - n \in M_2 \cap ker(\beta)=M_1 \cap ker(\beta)$$
 885
 886  Hence $m \in M_1$, thus $M_1 = M_2$.
 887\end{proof}
 888
 889
 890
 891\begin{cor}{R.3.5}{Properties of Noetherian modules.}\label{R.3.5}
 892  \begin{enumerate}[i.]
 893    \item if $\forall i \in [r],~~M_i$ are Noetherian modules, then
 894      $\bigoplus_{i=1}^r M_i$ is Noetherian.
 895    \item if $A$ a Noetherian ring, then an $A$-module $M$ is Noetherian iff it is finite over $A$.
 896    \item if $A$ a Noetherian ring, $M$ a finite module, then any submodule $N \subset M$ is again finite.
 897    \item if $A$ a Noetherian ring, and $\psi: A \longrightarrow B$ a ring homomorphism such that $B$ is a finite $A$-module, then $B$ is a Noetherian ring.
 898  \end{enumerate}
 899\end{cor}
 900\begin{proof}
 901  \begin{enumerate}[i.]
 902    \item a direct sum $M_1 \oplus M_2$ is a particular case of an exact sequence.
 903
 904      Then, Proposition \ref{R.3.4.P} proves this statement when $r=2$. The case $r>2$ follows by induction.
 905
 906    \item if $M$ finite, then $\exists~$ surjective homomorphism
 907      $$A^r \longrightarrow M \longrightarrow 0$$
 908      for some $r$, so that $M$ is a quotient
 909      $$M \cong A^r / N$$
 910      for some submodule $N \subset A^r$.
 911
 912      $A^r$ is a Noetherian module by i., so $M$ is Noetherian due Proposition \ref{R.3.4.P}.
 913
 914      Conversely, $M$ Noetherian implies $M$ finite.
 915      
 916      item as in previous implications:\\
 917      $M$ finite and $A$ Noetherian $\Longrightarrow$ $M$ is Noetherian,\\
 918      $\Longrightarrow$ since $N \subseteq M$, then $N$ is Noetherian too\\
 919      $\Longrightarrow$ which implies that $N$ is a finite $A$-module.
 920
 921    \item $B$ is Noetherian as an $A$-module; but ideals of $B$ are submodules of $B$ as an $A$-submodule, so that $B$ is a Noetherian ring.
 922  \end{enumerate}
 923\end{proof}
 924
 925
 926\vspace{0.5cm}
 927\begin{thm}{R.3.6}{Hilbert basis theorem} \label{hilbert-basis}
 928  if $A$ a Noetherian ring, then so is the polynomial ring $A[x]$.
 929\end{thm}
 930\begin{proof}
 931  Prove that any ideal $I \subset A[x]$ is fingen.
 932
 933  Define auxiliary sets $J_n \subset A$ by
 934  $$J_n = \{ a \in A ~|~ \exists f \in I ~\text{s.th.}~ f = a x^n + b_{n-1}x^{n-1} + \ldots b_0 \}$$
 935  ie. $J_n$ is the set of leading coefficients of $I$ of degree $n$.
 936
 937  $J_n$ is an ideal, since $I$ is an ideal.
 938
 939  $J_n \subset J_{n+1}$, since for $f \in I$ also $x f \in I$.
 940
 941  Therefore $J_1 \subset J_2 \subset \ldots \subset J_k \subset \ldots$ is an increasing chain of ideals.
 942
 943  Using the assumption that $A$ is Noetherian, deduce that $J_n = J_{n+1}$ for some $n$.
 944
 945  For each $m \leq n, ~~ J_m \subset A$ is fingen, ie.
 946  $$J_m = (a_{m,1}, \ldots a_{m, r_m})$$
 947
 948  By definition of $J_m$, for each $a_{m,j}$ with $1 \leq j \leq r_m$,\\
 949  $\exissts$ a polynomial $f_{m, j} \in I$ of degree $m$ having the leading coefficient $a_{m, j}$.
 950
 951  $$\Longrightarrow~~ \{ f_{m,j} \}_{m<n; 1 \leq j \leq r_m}$$
 952  the set of elements of $I$.
 953
 954  Claim: this finite set ($\{ f_{m,j} \}$) generates $I$.
 955
 956  $\forall f \in I$, if $\deg f =m$, then its leading coefficient is $a \in J_m$,
 957
 958  hence if $m \geq n$, then $a \in J_m=J_n$, so that
 959  $$a = \sum b_i a_{n,i} ~~ \text{with}~ b_i \in A$$
 960  and
 961  $$f - \sum b_i X^{m-n} \cdot f_{n, i}$$
 962  has degree $<m$.
 963
 964  Similarly, if $m \leq n$, then $a \in J_m$, so that
 965  $$a = \sum b_i a_{m, i} ~~\text{with}~ b_i \in A$$
 966  and
 967  $$f - \sum b_i f_{n, i}$$
 968  has degree $<m$.
 969
 970
 971  \vspace{0.3cm}
 972  By induction on $m$, $f$ can be written as a linear combination of finitely many elements.
 973
 974  Thus, any ideal of $A[x]$ is finitely generated.
 975\end{proof}
 976
 977\begin{cor}{R.3.6.C}
 978  if $A$ a Noetherian ring, and $\psi: A \longrightarrow B$ a ring homomorphism such that $B$ is a fingen extension ring of $\psi(A)$, then $B$ is Noetherian.
 979
 980  In particular, any fingen algebra over $\mathbb{Z}$ or over a field $K$ is Noetherian.
 981\end{cor}
 982\begin{proof}
 983  the assumption is that $B$ is a quotient of a polynomial ring,
 984  $$B \cong A[x_1, \ldots, x_n] / I$$
 985  for some ideal $I$.
 986
 987  By the Hilbert basis theorem \ref{hilbert-basis} and induction,\\
 988  $A$ being Noetherian implies that $A[x_1, \ldots, x_n]$ is Noetherian.
 989
 990  And by Corollary \ref{R.3.5}(iv),\\
 991  $A[x_1, \ldots, x_n]$ being Noetherian implies that $A[x_1, \ldots, x_n]/I$ is Noetherian.
 992\end{proof}
 993
 994
 995
 996
 997\newpage
 998
 999\section{Exercises}
1000
1001For the exercises, I follow the assignments listed at \cite{mit-course}.
1002
1003The exercises that start with \textbf{R} are the ones from the book \cite{reid}, and the ones starting with \textbf{AM} are the ones from the book \cite{am}.
1004
1005\subsection{Exercises Chapter 1}
1006
1007\begin{ex}{R.1.1}
1008  Ring $A$ and ideals $I, J$ such that $I \cup J$ is not an ideal. What's the smallest ideal containing $I$ and $J$?
1009\end{ex}
1010\begin{proof}
1011  Take ring $A= \mathbb{Z}$. Set $I = 2 \mathbb{Z},~ J=3 \mathbb{Z}$.
1012
1013  $I,~J$ are ideals of $A$ ($=\mathbb{Z}$). And $I \cup J = 2 \mathbb{Z} \cup 3 \mathbb{Z}$.\\
1014  Observe that for $2 \in I,~ 3 \in J ~\Longrightarrow~ 2,3 \in I \cup J$, but $2+3 = 5 \not\in I \cup J$.
1015
1016  Thus $I \cup J$ is not closed under addition; thus is not an ideal.
1017
1018
1019  Smallest ideal of $\mathbb{Z}$ ($=A$) containing $I$ and $J$ is their sum:
1020
1021  $$I+J = \{ a+b | a \in I, b \in J \}$$
1022
1023  $gcd(2,3)=1$, so $I+J = \mathbb{Z}$.
1024
1025  Therefore, smallest ideal containing $I$ and $J$ is the whole ring $\mathbb{Z}$.
1026\end{proof}
1027
1028\begin{ex}{R.1.5}
1029  let $\psi: A \longrightarrow B$ a ring homomorphism. Prove that $\psi^{-1}$ takes prime ideals of $B$ to prime ideals of $A$.\\
1030  In particular if $A \subset B$ and $P$ a prime ideal of $B$, then $A \cap P$ is a prime ideal of $A$.
1031\end{ex}
1032\begin{proof}
1033  (Recall: prime ideal is if $a,b \in R$ and $a \cdot b \in P$ (with $R \neq P$), implies $a \in P$ or $b \in P$).
1034
1035  Let
1036  $$\psi^{-1}(P) = \{ a \in A | \psi(a) \in P \} = A \cap P$$
1037  The claim is that $\psi^{-1}(P)$ is prime ideal of $A$.
1038
1039  \begin{enumerate}[i.]
1040    \item show that $\psi^{-1}(P)$ is an ideal of $A$:\\
1041      $0_A \in \psi^{-1}(P)$, since $\psi(0_A)=0_B \in P$ (since every ideal contains $0$).
1042
1043      If $a,b \in \psi^{-1}(P)$, then $\psi(a), \psi(b) \in P$, so
1044      $$\psi(a-b)= \psi(a) - \psi(b) \in P$$
1045      hence $a-b \in \psi^{-1}(P)$.
1046
1047      If $a \in \psi^{-1}(P)$ and $r \in A$, then $\psi(ra) = \psi(r) \psi(a) \in P$, since $P$ is an ideal.\\
1048      Thus $ra \in \psi^{-1}(P)$.
1049
1050      $\Longrightarrow$ so $\psi^{-1}$ is an ideal of $A$.
1051
1052    \item show that $\psi^{-1}(P)$ is prime:\\
1053      $\psi^{-1}(P) \neq A$, since if $\psi^{-1}(P)=A$, then $1_A \in \psi^{-1}(P)$, so $\psi(1_A)=1_B \in P$, which would mean that $P=B$, a contradiction since $P$ is prime ideal of $B$.
1054
1055      Take $a,b \in A$ with $ab \in \psi^{-1}(P)$; then $\psi(ab) \in P$, and since $\psi$ is a ring homomorphism, $\psi(ab) = \psi(a)\psi(b)$.
1056
1057      Since $P$ prime ideal, then $\psi(a)\psi(b) \in P$ implies either $\psi(a) \in P$ or $\psi(b) \in P$.\\
1058      Thus $a \in \psi^{-1}(P)$ or $b \in \psi^{-1}(P)$.
1059
1060      Hence $\psi^{-1}(P)$ ($=A \cap P$) is a prime ideal of $A$.
1061  \end{enumerate}
1062\end{proof}
1063
1064
1065\begin{ex}{R.1.6}
1066  prove or give a counter example:
1067  \begin{enumerate}[a.]
1068    \item the intersection of two prime ideals is prime
1069    \item the ideal $P_1+P_2$ generated by $2$ prime ideals $P_1,P_2$ is prime
1070    \item if $\psi: A \longrightarrow B$ ring homomorphism, then $\psi^{-1}$ takes maximal ideals of $B$ to maximal ideals of $A$
1071    \item the map $\psi^{-1}$ of Proposition 1.2 takes maximal ideals of $A/I$
1072      to maximal ideals of $A$
1073  \end{enumerate}
1074\end{ex}
1075\begin{proof}
1076  \begin{enumerate}[a.]
1077    \item let $I = 2 \mathbb{Z} = (2)$, $J = 3 \mathbb{Z} = (3)$ be ideals of $\mathbb{Z}$, both prime.
1078
1079      Then $I \cap J = (2) \cap (3) = (6)$.
1080
1081      The ideal $(6)$ is not prime in $\mathbb{Z}$, since $2 \cdot 3 \in (6)$, but $2 \neq (6)$ and $3 \neq (6)$.
1082
1083      Thus the intersection of two primes can not be prime.
1084
1085    \item $P_1=(2),~ P_2=(3)$, both prime.
1086
1087      Then,
1088      $$P_1 + P_2 = (2)+(3)=\{ a+b | a \in P_1, b \in P_2 \}$$
1089
1090      $\longrightarrow~$ in a principal ideal domain (like $\mathbb{Z}$), the sum of two principal ideals is again principal, and given by $(m)+(n)=(gcd(m,n))$.
1091
1092      (recall: principal= generated by a single element)
1093
1094      So, $P_1+P_2= (2)+(3) = (gcd(2,3))=(1)=\mathbb{Z}$.
1095
1096      The whole ring is not a prime ideal (by the definition of the prime ideal), so $P_1+P_2$ is not a prime ideal.
1097
1098      Henceforth, the sum of two prime ideals is not necessarily prime.
1099
1100    \item let $A=\mathbb{Z},~ B=\mathbb{Q},~ \psi: A \longrightarrow B$.
1101
1102      Since $\mathbb{Q}$ is a field, its only maximal ideal is $(0)$.
1103
1104      Then
1105      \begin{align*}
1106        \psi^{-1}( (0) ) &= (0) \subset \mathbb{Z}\\
1107        \text{ie.}~ \psi^{-1}( m_B ) &= (m_B) \subset A
1108      \end{align*}
1109
1110      But $(0)$ is not maximal in $\mathbb{Z}$, because $\mathbb{Z}/(0) \cong \mathbb{Z}$ is not a field.
1111
1112      Thus the preimages of maximal ideals under arbitrary ring homomorphisms need not be maximal.
1113
1114    \item $\psi: A \longrightarrow A/I$ quotient homomorphism, $I \subseteq A$ an ideal.
1115
1116      Let $M$ a maximal ideal of $A/I$, then $\frac{(A/I)}{M}$ is a field (Proposition 1.3).
1117
1118      By the isomorphism theorems,
1119      $$\frac{(A/I)}{M} \cong \frac{A}{\psi^{-1}(M)}$$
1120
1121
1122      Since $\frac{(A/I)}{M}$ is a field, the quotient $\frac{A}{\psi^{-1}(M)}$ is a field, so $\psi^{-1}(M)$ is a maximal ideal of $A$.
1123
1124      $\Longrightarrow~$ under $\psi$, preimages of maximal ideals are maximal.
1125  \end{enumerate}
1126\end{proof}
1127
1128\begin{ex}{R.1.12.a}
1129  if $I,J$ ideals and $P$ prime ideal, prove that
1130  $$IJ \subset P ~\Longleftrightarrow~ I \cap J \subset P ~\Longleftrightarrow~ I ~\text{or}~ J \subset P$$
1131\end{ex}
1132\begin{proof}
1133  assume $I \subseteq P$ (for $J \subseteq P$ will be the same, symmetric), take $x \in IJ$,
1134
1135  then
1136  $$x = \sum_{k=1}^n a_k b_k$$
1137  with $a_k \in I,~ b_k \in J$.
1138
1139  Each $a_k \in I \subseteq P$. Since $P$ an ideal,
1140  $$\sum_{k=1}^n a_k b_k \in P$$
1141
1142  thus $x \in P$, hence $IJ \subseteq P$.
1143
1144  So $I \subseteq P$ or $J \subseteq P$ $~\Longrightarrow IJ \subseteq P$.
1145
1146  \vspace{0.5cm}
1147  Conversely,\\
1148  assume $P$ prime and $IJ \subseteq P$.
1149
1150  Suppose by contradiction that $I \not\subseteq P$ and $J \not\subseteq P$.
1151  \begin{itemize}
1152    \item[-] since $I \not\subseteq P,~ \exists a \in I$ with $a \not\in P$
1153    \item[-] since $J \not\subseteq P,~ \exists b \in J$ with $b \not\in P$
1154  \end{itemize}
1155  Since $a \in I,~ b \in J,~~ ab \in IJ \subseteq P$, but $P$ is prime, so $ab \in P$ implies that $a \in P$ or $b \in P$. This contradicts $a,b$ being taken outside of $P$.
1156
1157  Thus $I \not\subseteq P$ and $J \not\subseteq P$ are false.
1158
1159  \vspace{0.3cm}
1160  So both directions are proven, hence
1161  $$IJ \subseteq P ~\Longrightarrow~ I \subseteq P ~\text{or}~ J \subseteq P$$
1162
1163\end{proof}
1164
1165\begin{ex}{R.1.18}
1166  Use Zorn's lemma to prove that any prime ideal $P$ contains a minimal prime ideal.
1167\end{ex}
1168\begin{proof}
1169  Let $P$ prime ideal of $R$.
1170
1171  $$S = \{ Q \subseteq R ~|~ Q ~\text{a prime ideal AND}~ Q \subseteq P \}$$
1172
1173  Goal: show that $S$ has a minimal element, the minimal ideal contained in $P$.
1174
1175  $P \subset S$, so $S$ is nonempty.
1176
1177  Let $C \subseteq S$ be a chain (= totally ordered subset) with respect to inclusion.
1178
1179  Define
1180  $$Q_C = \bigcap_{Q \in C} Q$$
1181
1182  Clearly $Q_C \subseteq P$, since each $Q \in C$ is $Q \subseteq P$.
1183
1184  Since $C$ is ordered by inclusion, it is a decreasing chain of prime ideals.
1185
1186  Intersection of a decreasing chain of prime ideals is again a prime ideal:
1187  \begin{itemize}
1188    \item[-] if $ab \in Q_C$, then $ab \in Q ~\forall Q \in C$
1189    \item[-] since $Q$ prime, $\forall Q \in C$ either $a \in Q$ or $b \in Q$
1190  \end{itemize}
1191
1192  If there were some $Q_1,~ Q_2 \in C$ with $a \in Q_1$ and $b \not\in Q_2$, then by total ordering, either $Q_1 \subseteq Q_2$ or $Q_2 \subseteq Q_1$.
1193
1194  In either case: contradiction, since the smaller one would have to contain the element that was assumed to be excluded.
1195
1196  Thus $\forall Q \in C$ the same element $a, b$ must lie in all $Q$. $\Longrightarrow~$ lies in the intersection of them, $Q_C$.
1197
1198  Henceforth, $Q_C$ is a prime ideal and lies in $S$, and its a lower bound of $C$ in $S$.
1199
1200  Now, $S$ is nonempty, and every chain in $S$ has a lower bound in $S$ (its intersection).\\
1201  Therefore, $S$ has a minimal element $P_{min}$.
1202
1203  By construction, $P_{min}$ is a prime ideal $P_{min} \subseteq P$, and by minimality there are no strictly smaller prime ideals inside $P$.
1204
1205  So $P_{min}$ is a minimal prime ideal, contained in $P$.
1206\end{proof}
1207
1208\begin{ex}{R.1.10}
1209\end{ex}
1210\begin{proof}
1211\end{proof}
1212
1213\begin{ex}{R.1.11}
1214\end{ex}
1215\begin{proof}
1216\end{proof}
1217
1218\begin{ex}{R.1.4}
1219\end{ex}
1220\begin{proof}
1221\end{proof}
1222
1223\subsection{Exercises Chapter 2}
1224
1225\begin{ex}{R.2.9}
1226$0 \longrightarrow L \stackrel{\alpha}{\longrightarrow} M \stackrel{\beta}{\longrightarrow} N \longrightarrow 0$ is a s.e.s. of $A$-modules. Prove that if $N, L$ are finite over $A$, then $M$ is finite over $A$.
1227\end{ex}
1228\begin{proof}
1229  Denote the generators of $L$ and $N$ respectively as
1230  \begin{align*}
1231    \{l_1, \ldots, l_k \} &\subseteq L\\
1232    \{n_1, \ldots, n_p \} &\subseteq N
1233  \end{align*}
1234
1235  By s.e.s. definition, 
1236  \begin{itemize}
1237    \item[-] $\alpha$ is injective (one-to-one), so
1238    $$\forall l_i \in L,~ \exists~ x_i \in M ~\text{s.th.}~ \alpha(l_i)=x_i$$
1239
1240  \item[-] $\beta$ is surjective (onto), so
1241    $$\forall n_j \in N,~ \exists~ y_j \in M ~\text{s.th.}~ \beta(y_j)=n_j$$
1242\end{itemize}
1243
1244  We will show that $\{x_1, \ldots, x_k, y_1, \ldots, y_p \}$ generate $M$, and thus $M$ is finite:
1245
1246  Let $m \in M$, then $\beta(m) \in N$, and
1247  $$\beta(m) = \sum_{j=1}^p a_j n_j ~~~\text{with}~ a_j \in A$$
1248
1249  Take $m' \in M$, with $m' = \sum a_j y_j$, then
1250  $$\beta(m') = \sum a_j \beta(y_j) = \sum a_j n_j = \beta(m)$$
1251
1252  Then, since $\beta(m)=\beta(m')~~ \Longrightarrow~~ \beta(m-m')=0$, thus
1253  $$(m-m') \in ker(\beta)$$
1254
1255  By \emph{exactness} property, since $\alpha: L \longrightarrow ker(\beta)$, we have $ker(\beta)=im(\alpha)$.
1256
1257  Therefore, $\exists~ l \in L$ such that $\alpha(l)= m-m'$.
1258
1259  Since $\{l_i\}_k$ generate $L$,
1260  $$l = \sum^k b_i l_i$$
1261  thus
1262  $$m-m' = \alpha(l) = \alpha(\underbrace{\sum b_i l_i}_{l}) = \sum b_i \underbrace{\alpha(l_i)}_{x_i} = \sum b_i x_i$$
1263
1264  Rearrange,
1265  $$m = m' + \sum b_i x_i = \sum_{j=1}^p a_j y_j + \sum_{i=1}^k b_i x_i ~~~~~ \forall m \in M$$
1266
1267  So, $L$ provides $k$ generators for the kernel part of $M$, $N$ provides $p$ "lifts" for the quotient part of $M$; thus $M$ is generated by $k+p$ elements.\\
1268  Thus $M$ is finitely generated over $A$.
1269\end{proof}
1270
1271
1272\subsection{Exercises Chapter 3}
1273
1274\begin{ex}{R.3.2}
1275  $K$ a field, $A \supset K$ a ring which is finite dimensional as a $K$-vector space.
1276   Prove that $A$ is Noetherian and Artinian.
1277\end{ex}
1278\begin{proof}
1279  $dim(A)=n < \infty$, so every ideal $\aA$ of $A$ is a $K$-subspace of $A$, because if $x \in \aA$ and $c \in K$, then $c \cdot x \in \aA$.
1280
1281  \begin{enumerate}
1282    \item Noetherian:\\
1283      let $I_1 \subseteq I_2 \subseteq \ldots$ be an ascending chain of ideals in $A$.
1284
1285      Since each $I_i$ is a subspace, we have
1286      $$dim_K(I_1) \leq dim_K(I_2) \leq \ldots \leq n$$
1287      where at some $i=m$ we have $dim_K(I_m)=dim_K(I_{m+1})$; then since $I_m \subseteq I_{m+1}$, we have $I_m = I_{m+1}$. So $A$ is Noetherian.
1288      
1289    \item Artinian:\\
1290      Similarly, if $I_1 \supseteq I_2 \supseteq \ldots$ a descending chain of ideals in $A$.
1291
1292      then
1293      $$n \geq dim_K(I_1) \geq dim_K(I_2) \geq \ldots \geq 0$$
1294      where at some $i=m$ we have $dim_K(I_m)=dim_K(I_{m+1})$; then since $I_m \subseteq I_{m+1}$, we have $I_m = I_{m+1}$. So $A$ is Artinian.
1295  \end{enumerate}
1296\end{proof}
1297
1298\begin{ex}{R.3.5}
1299  Let $0 \longrightarrow L \stackrel{\alpha}{\longrightarrow} M \stackrel{\beta}{\longrightarrow} N \longrightarrow 0$ an exact sequence. Let $M_1, M_2 \subseteq M$ be submodules of $M$.
1300
1301  Prove if the following holds or not:
1302  $$\beta(M_1)=\beta(M_2) ~\text{and}~ \alpha^{-1}(M_1)=\alpha^{-1}(M_2)~~\Longrightarrow~ M_1=M_2$$
1303\end{ex}
1304\begin{proof}
1305  Counterexample showing that it does not hold:
1306
1307  Let $K$ a field, $M = K \oplus K~, L=K,~N=K$.
1308
1309  Set, for $l \in L,~ (m_1, m_2) \in M$,
1310  \begin{align*}
1311    \alpha:~ &l \longmapsto (l, 0)\\
1312    \beta:~ &(m_1, m_2) \longmapsto m_2
1313  \end{align*}
1314
1315  So we have
1316  $$0 \longrightarrow K \stackrel{\alpha}{\longrightarrow} K^2 \stackrel{\beta}{\longrightarrow} K \longrightarrow 0$$
1317
1318  Then,
1319  \begin{align*}
1320    M_1 &= \{ (x, x) ~|~ x \in K\} ~~~~\sim\text{(diagonal line)} \\
1321    M_2 &= \{ (0, x) ~|~ x \in K\} ~~~~\sim\text{(y-axis)}
1322  \end{align*}
1323
1324  (Geometric interpretation: $M_1,~ M_2$ are the \emph{diagonal line} and \emph{y-axis} respectively; and $\alpha,~\beta$ capture information about the \emph{vertical} components (x-axis, y-axis respectively), but not about the \emph{diagonal} way a submodule is embedded in $M$).
1325
1326  Then,
1327  \begin{align*}
1328    \beta(M_1) &= \{ x ~|~ x \in K\} = K \\
1329    \beta(M_2) &= \{ x ~|~ x \in K\} = K
1330  \end{align*}
1331  thus, $\beta(M_1) = \beta(M_2)$.
1332
1333  For $M_1,~~ (l,0)\in M$ iff $l=0$, thus $\alpha^{-1}(M_1) = \{0\}$,\\
1334  for $M_2,~~ (l,0)\in M$ iff $l=0$, thus $\alpha^{-1}(M_2) = \{0\}$,\\
1335  thus $\alpha^{-1}(M_1)=\alpha^{-1}(M_2)$.
1336
1337
1338  So we've seen that
1339  \begin{align*}
1340    \beta(M_1) = \beta(M_2)\\
1341    \alpha^{-1}(M_1)=\alpha^{-1}(M_2)
1342  \end{align*}
1343  while having $M_1 \neq M_2$.
1344\end{proof}
1345
1346
1347
1348\begin{ex}{R.3.3}
1349Let $A$ a ring, $I_1, \ldots, I_k$ ideals such that each $A/I_i$ is a Noetherian ring.
1350Prove that $\bigoplus A/I_i$ is a Noetherian $A$-module, and deduce that if $\bigcap I_i = 0$ then $A$ is also Noetherian.
1351\end{ex}
1352\begin{proof}
1353\begin{enumerate}[i.]
1354  \item by Corollary \ref{R.3.5} (i), if $M_i$ Noetherian modules, then $\bigoplus M_i$ is Noetherian.
1355    $\Longrightarrow$ thus $\bigoplus A/I_i$ is Noetherian.
1356  \item Take the canoncial homomorphism
1357    $$\phi: A \longrightarrow \bigoplus_{i=1}^n A/ I_i$$
1358    by $\phi(a) = (a+I_1, a+I_2, \ldots, a+I_n)$.
1359
1360    $\phi$ is injective: $ker(\phi)= \{ a \in A | a \in I_i \forall i \}$.
1361
1362    Since we're given $\cap I_i = 0$, then $ker(\phi)=\cap I_i$, and $\phi$ is injective.
1363
1364    Thus, $\phi$ is the isomorphism $A \cong im(\phi)$, where $im(\phi)$ is an $A$-submodule of $\bigoplus A/I_i$.
1365
1366    We know that any submodule of a Noetherian module is Noetherian, thus, since
1367    \begin{itemize}
1368      \item $A/I_i$ is Noetherian by hypothesis of the exercise
1369      \item $A \cong im(\phi)$
1370      \item $im(\phi)$ is an $A$-submodule of $\bigoplus A/I_i$
1371  \end{itemize}
1372  then, $A$ is Noetherian.
1373\end{enumerate}
1374\end{proof}
1375
1376\begin{ex}{R.3.4}
1377  Prove that if A is a Noetherian ring and M a finite A-module, then there
1378  exists an exact sequence $A^q \stackrel{\alpha}{\longrightarrow} A^p \stackrel{\beta}{\longrightarrow} M \longrightarrow 0$.
1379  That is, M has a presentation as an A-module in terms of finitely many generators and relations.
1380\end{ex}
1381\begin{proof}
1382  since $M$ fingen $~\Longrightarrow~$ generators $\{m_1, \ldots, m_2 \} \subseteq M$ span $M$.
1383
1384  Let $\beta$ be a surjective $A$-linear map, which forms a free $A$-module of rank $p$ onto $M$:
1385  \begin{align*}
1386    \beta: A^p &\longrightarrow M\\
1387    (a_1, \ldots, a_p) &\longmapsto \sum_{i=1}^p a_i m_i
1388  \end{align*}
1389
1390  Let $K=ker(\beta)$. By the 1st Isomorphism Theorem,
1391  $$M \cong A^p / K$$
1392
1393  Since $A$ is a Noetherian ring, then every free $A$-module of finite rank (eg. $A^p$) is a Noetherian module.
1394
1395  Every submodule of a Noetherian module is fingen.
1396
1397  $\Longrightarrow~$ since $K \subseteq A^p, ~\Longrightarrow~ K ~~(=ker(\beta))$ is fingen.
1398
1399  Since $K$ fingen, let $\{k_1, \ldots, l_q\}$ be generators of $K$.
1400
1401  Define $\psi: A^q \longrightarrow K$.
1402
1403  Compose it with the inclusion map $i: K \longrightarrow A^p$,
1404  $$\alpha = i \circ \psi:~ A^q \longrightarrow A^p$$
1405
1406  So we have the whole sequence $A^q \stackrel{\alpha}{\longrightarrow} A^p \stackrel{\beta}{\longrightarrow} M \longrightarrow 0$, where
1407  \begin{itemize}
1408    \item $\beta$ is surjective
1409    \item $im(\alpha)=ker(\beta)$
1410  \end{itemize}
1411  so that it is a exact sequence, thus, $M$ has a finite presentation.
1412\end{proof}
1413
1414\bibliographystyle{unsrt}
1415\bibliography{commutative-algebra-notes.bib}
1416
1417\end{document}