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\def\myurl{http://www.math.toronto.edu/~drorbn}
\def\thistalk{Sydney-191002}
\def\thistalkshortcut{syd4}
\def\title{Some Feynman Diagrams in Algebra}

\def\navigator{{
  \href{\myurl}{Dror Bar-Natan}:
  \href{\myurl/Talks}{Talks}:
  \href{\myurl/Talks/\thistalk/}{\thistalk}:
}}
\def\webdef{{\textgreek{web}$\coloneqq$\url{http://drorbn.net/\thistalkshortcut/}}}
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\def\arXiv#1{{\href{http://front.math.ucdavis.edu/#1}{arXiv:\linebreak[0]#1}}}
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\def\ad{\operatorname{ad}}
\def\Ad{\operatorname{Ad}}
\def\aft{$\overrightarrow{\text{4T}}$}
\def\AS{\mathit{AS}}
\def\CW{\text{\it CW}}
\def\diag{\operatorname{diag}}
\def\FL{\text{\it FL}}
\def\Hom{\operatorname{Hom}}
\def\IHX{\mathit{IHX}}
\def\mor{\operatorname{mor}}
\def\PvT{{\mathit P\!v\!T}}
\def\remove{\!\setminus\!}
\def\STU{\mathit{STU}}
\def\TC{\mathit{TC}}
\def\tr{\operatorname{tr}}
\def\vT{{\mathit v\!T}}
\def\wt{\operatorname{wt}}

\def\bbe{\mathbbm{e}}
\def\bbH{{\mathbb H}}
\def\bbN{{\mathbb N}}
\def\bbO{{\mathbb O}}
\def\bbQ{{\mathbb Q}}
\def\bbR{{\mathbb R}}
\def\bbZ{{\mathbb Z}}
\def\calA{{\mathcal A}}
\def\calD{{\mathcal D}}
\def\calE{{\mathcal E}}
\def\calF{{\mathcal F}}
\def\calG{{\mathcal G}}
\def\calI{{\mathcal I}}
\def\calK{{\mathcal K}}
\def\calO{{\mathcal O}}
\def\calS{{\mathcal S}}
\def\calT{{\mathcal T}}
\def\calU{{\mathcal U}}
\def\frakg{{\mathfrak g}}
\def\tilE{\tilde{E}}

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\begin{document}
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\parpic[r]{\qrcode[height=2.5em,level=L,nolink,tight]{drorbn.net/\thistalkshortcut}}
\parbox[b]{3.4in}{{\footnotesize\navigator}\newline{\Large\bf\red \title}}
\hfill\parbox[b]{0.7in}{\footnotesize
  With Roland\newline van der Veen
}\ \includegraphics[height=8mm]{../../Projects/Gallery/VanDerVeen.jpg}\hfill
\hfill\parbox[b]{2.4in}{\footnotesize
  \null\hfill\webdef
  \newline\null\hfill Slides w/ no handout/URL should be banned!
}
\vskip -3mm
\rule{\dimexpr\linewidth-3em}{1pt}
\vspace{-8mm}

\begin{multicols*}{2} %\raggedcolumns

{\red\bf Abstract.} I will explain how the computation of compositions of
maps of a certain natural class, from one polynomial ring into another,
naturally leads to a certain composition operation of quadratics and to
Feynman diagrams. Possibly in a later seminar I will explain how this
technology can be used to construct a tangle invariant whose need was
explained in a talk I gave in the topology seminar on Sep 16 (\web{top}).

\vskip -3mm\rule{\linewidth}{1pt}\vspace{-1mm}

{\red{\bf Secret Slide} (must not be shown).} Il y a beaucoup
de $Z\colon\{\text{Noeuds}\} \to \left(\calU(\frakg) \text{ ou
}\calU_q(\frakg)\right) \cong \calS(\frakg) \cong \bbQ[z_1,z_2,\ldots]$.

\vskip -3mm\rule{\linewidth}{1pt}\vspace{-1mm}

{\red\bf Conventions.} 1.~For a set $A$, let $z_A\coloneqq\{z_i\}_{i\in A}$ and let
${\zeta_A\coloneqq\{z^*_i=\zeta_i\}_{i\in A}}$.
2.~Everything converges!

\vskip -3mm\rule{\linewidth}{1pt}\vspace{-1mm}

{\bf\red The Generating Series $\calD\colon\Hom(\bbQ[z_A]\!\to\!\bbQ[z_B]) \to \bbQ\llbracket\zeta_A,z_B
\rrbracket$.}

{\bf Claim.} $F\in\Hom(\bbQ[z_A]\to\bbQ[z_B])
\xrightarrow[\calD]{\raisebox{-0.75ex}[0ex][0ex]{$\sim$}} \bbQ[z_B]\llbracket\zeta_A\rrbracket\ni \calF$ via
\[ \calD(F)
  \coloneqq \sum_{n\in\bbN^A}\frac{\zeta_A^n}{n!}F(z_A^n)
  = F \left(\bbe^{\sum_{a\in A}\zeta_a z_a}\right)
  = \calF,
\]
\[ \calD^{-1}(\calF)(p) = \left(\left.p\right|_{z_a\to\partial_{\zeta_a}}\calF\right)_{\zeta_a=0}
  \quad\text{for $p\in\bbQ[ z_A]$}.
\]

{\bf Claim.} If $F\in\Hom(\bbQ[
z_A]\to\bbQ[ z_B])$, $G\in\Hom(\bbQ[
z_B]\to\bbQ[ z_C])$, $\calF=\calD(F)$, and $\calG=\calD(G)$, then
\[ \calD(F\act G) = \left( \calF|_{z_b\to\partial_{\zeta_b}}\calG \right)_{\zeta_b=0}. \]

\vskip -2mm\rule{\linewidth}{1pt}\vskip -1mm

{\red\bf Basic Examples.} {\bf 1.}
$\calD(id\colon\bbQ[y,a,x]\to\bbQ[y,a,x]) = \bbe^{\eta y+\alpha a+\xi x}$.

\needspace{1.25cm}
\parpic[r]{$\xymatrix@C=5mm@R=5mm{
  \bbQ[ z]_i\otimes\bbQ[ z]_j
    \ar[r]^<>(0.5){m^{ij}_k} \ar@{=}[d] &
  \bbQ[ z]_k \ar@{=}[d] \\
  \bbQ[ z_i,z_j] \ar[r]^<>(0.5){m^{ij}_k} &
  \bbQ[ z_k]
}$}
{\bf 2.} The standard commutative product  $m^{ij}_k$ of polynomials
is given by $z_i,z_j\to z_k$. Hence $\calD(m^{ij}_k) = m^{ij}_k(\bbe^{\zeta_i z_i+\zeta_j z_j})
= \bbe^{(\zeta_i+\zeta_j)z_k}$.

\needspace{1.25cm}
\parpic[r]{$\xymatrix@C=5mm@R=5mm{
  \bbQ[ z]_i 
    \ar[r]^<>(0.5){\Delta^i_{jk}} \ar@{=}[d] &
  \bbQ[ z]_j\otimes\bbQ[ z]_k \ar@{=}[d] \\
  \bbQ[ z_i] \ar[r]^<>(0.5){\Delta^i_{jk}} &
  \bbQ[ z_j,z_k]
}$}
{\bf 3.} The standard co-commutative co-product  $\Delta^i_{jk}$ of polynomials
is given by $z_i\to z_j+z_k$. Hence $\calD(\Delta^i_{jk}) = \Delta^i_{jk}(\bbe^{\zeta_i z_i})
= \bbe^{\zeta_i(z_j+z_k)}$.

\vskip -2mm\rule{\linewidth}{1pt}\vskip -1mm

{\red\bf Heisenberg Algebras.} Let $\bbH=\langle x,y\rangle/[x,y]=\hbar$ (with $\hbar$ a scalar),
let $\bbO_i\colon\bbQ[x_i,y_i]\to\bbH_i$ is the ``$x$ before $y$''
PBW ordering map and let $hm^{ij}_k$ be the composition
\[ \begin{CD} \bbQ[x_i,y_i,x_j,y_j] @>\bbO_i\otimes\bbO_j>> \bbH_i\otimes\bbH_j
  @>m^{ij}_k>> \bbH_k @>\bbO_k^{-1}>> \bbQ[x_k,y_k]. \end{CD}
\]
Then $\calD(hm^{ij}_k) = \bbe^{\Lambda_\hbar}$, where
$\Lambda_\hbar=-\hbar\eta_i\xi_j+(\xi_i+\xi_j)x_k+(\eta_i+\eta_j)y_k$.

{\bf Proof 1.} Recall the ``Weyl form of the
CCR'' $\bbe^{\eta y}\bbe^{\xi x} = \bbe^{-\hbar\eta\xi}\bbe^{\xi x}\bbe^{\eta
y}$, and compute
\begin{multline*}
  \calD(hm^{ij}_k)
  = \bbe^{\xi_ix_i+\eta_iy_i+\xi_jx_j+\eta_jy_j}
    \act \bbO_i\otimes\bbO_j \act m^{ij}_k \act \bbO_k^{-1} \\
  = \bbe^{\xi_ix_i}\bbe^{\eta_iy_i}\bbe^{\xi_jx_j}\bbe^{\eta_jy_j} \act m^{ij}_k \act \bbO_k^{-1}
  = \bbe^{\xi_ix_k}\bbe^{\eta_iy_k}\bbe^{\xi_jx_k}\bbe^{\eta_jy_k} \act \bbO_k^{-1} \\
  = \bbe^{-\hbar\eta_i\xi_j}\bbe^{(\xi_i+\xi_j)x_k}\bbe^{(\eta_i+\eta_j)y_k} \act \bbO_k^{-1}
  = \bbe^{\Lambda_\hbar}.
\end{multline*}
  
{\bf Proof 2.} We compute in a faithful 3D representation $\rho$ of $\bbH$:
\newline\null\hfill\text{(\web{hm})}

\newcount\snip
\snip=0\loop
  \advance \snip 1
  \par\needspace{0mm}\includegraphics[scale=\cellscale]{Snips/Examples/hm-\the\snip.pdf}
\ifnum \snip<4 \repeat

%\vskip -2mm\rule{\linewidth}{1pt}\vskip -1mm
\columnbreak

{\red\bf A real DoPeGDO Example} (DoPeGDO$\coloneqq$Docile Perturbed Gaussian Differential Operators).
Let
$sl_{2+}^\epsilon \coloneqq L\langle y,b,a,x\rangle$ subject to ${[a,x]=x}$,
$[b,y]=-\epsilon y$, $[a,b]=0$, $[a,y]=-y$, $[b,x]=\epsilon x$, and $[x,y]=\epsilon a+b$. So
$t\coloneqq\epsilon a-b$ is central and if $\exists \epsilon^{-1}$, $sl_{2+}^\epsilon/\langle t\rangle\cong
sl_2$. Let $CU\coloneqq\calU(sl_{2+}^\epsilon)$, and let $cm^{ij}_k$
be the composition below, where $\bbO_i\colon\bbQ[y_i,b_i,a_i,x_i]\to CU_i$ be the PBW
ordering map in the order $ybax$:
\[ \xymatrix@C=9mm@R=5mm{
  CU_i\otimes CU_j \ar[r]^<>(0.5){m^{ij}_k} &
  CU_k \\
  \bbQ[ y_i,b_i,a_i,x_i,y_j,b_j,a_j,x_j ]
    \ar[r]^<>(0.5){cm^{ij}_k} \ar[u]_<>(0.4){\bbO_{i,j}} &
  \bbQ[ y_k,b_k,a_k,x_k ]
    \ar[u]_<>(0.4){\bbO_k} &
} \]

{\bf Claim.} Let
\begin{multline*}
  \Lambda = \left(\eta _i+\frac{e^{-\alpha _i-\epsilon  \beta _i} \eta _j}{1+\epsilon  \eta _j \xi
_i}\right) y_k+\left(\beta _i+\beta
   _j+\frac{\log \left(1+\epsilon  \eta _j \xi _i\right)}{\epsilon }\right) b_k+ \\
  \left(\alpha
_i+\alpha _j+\log \left(1+\epsilon  \eta
   _j \xi _i\right)\right) a_k+\left(\frac{e^{-\alpha _j-\epsilon  \beta _j} \xi _i}{1+\epsilon
\eta _j \xi _i}+\xi _j\right) x_k
\end{multline*}
Then
$\bbe^{\eta_iy_i+\beta_ib_i+\alpha_ia_i+\xi_ix_i +
\eta_jy_j+\beta_jb_j+\alpha_ja_j+\xi_jx_j} \act \bbO_{i,j} \act cm^{ij}_k
= \bbe^\Lambda \act \bbO_k$, and hence $\calD(cm^{ij}_k)=\bbe^\Lambda$.

\needspace{3\baselineskip}
{\bf Proof.} We compute in a faithful 2D representation $\rho$ of $CU$:
\newline\null\hfill\text{(\web{cm})}

\newcount\snip
\snip=0\loop
  \advance \snip 1
  \par\needspace{0mm}\includegraphics[scale=\cellscale]{Snips/Examples/cm-\the\snip.pdf}
\ifnum \snip<6 \repeat

{\bf Note 1.} If the lower half of the alphabet ($a,b,\alpha,\beta$) is regarded as constants, then
$\Lambda=C+Q+\sum_{k\geq 1}\epsilon^kP^{(k)}$ is a docile perturbed Gaussian relative to the upper half of the
alphabet ($x,y,\xi,\eta$): $C$ is a scalar, $Q$ is a quadratic, and $\deg P^{(k)}\leq 2k+2$.

{\bf Note 2.} $\wt(x,y,\xi,\eta,a,b,\alpha,\beta,\epsilon)=(1,1,1,1,2,0,0,2,-2)$.

\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}

{\bf\red Quadratic Casimirs.} If $t\in\frakg\otimes\frakg$ is the quadratic Casimir of a
semi-simple Lie algebra $\frakg$, then $\bbe^t$, regarded by PBW
as an element of $\calS^{\otimes 2}=\Hom\left(\calS(\frakg)^{\otimes
0}\to\calS(\frakg)^{\otimes 2}\right)$, has a latin-latin dominant Gaussian factor. Likewise for $R$-matrices.

\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}

{\red\bf DoPeGDO} $\coloneqq$ The category with objects finite sets$^{\dagger 1}$ and
\[ \mor(A\to B) = \left\{\calF =\omega\exp(Q+P) \right\} \subset \bbQ\llbracket\zeta_A,z_B,\epsilon\rrbracket, \]
where:
$\bullet$~$\omega$ is a scalar.$^{\dagger 2}$
$\bullet$~$Q$ is a ``small'' $\epsilon$-free quadratic in $\zeta_A\cup z_B$.$^{\dagger 3}$
$\bullet$~$P$ is a ``docile perturbation'': $P=\sum_{k\geq 1}\epsilon^kP^{(k)}$, where
  $\deg P^{(k)}\leq 2k+2$.$^{\dagger 4}$
$\bullet$~Compositions:$^{\dagger 6}$
\[ \calF\act \calG = \calG\circ \calF \coloneqq
  \left( \calG|_{\zeta_i\to\partial_{z_i}}\calF \right)_{z_i=0}
  \!\! = \left( \calF|_{z_i\to\partial_{\zeta_i}}\calG \right)_{\zeta_i=0}.
\]

%\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}
\columnbreak

{\red\bf So What?} $\bullet$~If $V$ is a representation, then
$V^{\otimes n}$ explodes as a function of $n$, while in {\bf DoPeGDO}
and up to a fixed power of $\epsilon$, the ranks of $\mor(A\to B)$
grow polynomially as a function of $|A|$ and $|B|$.

$\bullet$~Approximating $sl^\epsilon_{2+}$ retains more of its structure then representing it!

\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}

{\bf\red Compositions (1).} In $\mor(A\!\to\!B)$,
\[ Q = \sum_{i\in A,j\in B}E_{ij}\zeta_iz_j
  + \frac12\sum_{i,j\in A}F_{ij}\zeta_i\zeta_j
  + \frac12\sum_{i,j\in B}G_{ij}z_iz_j,
\]
and so
\[ \import{.}{Compositions.pdftex_t} \]
\parpic[r]{\scalebox{0.9}{\import{.}{FeynmanDiagrams.pdftex_t}}}
where $\bullet$\ $E=E_1(I-F_2G_1)^{-1}E_2$.
\newline$\bullet$\ $F=F_1+E_1F_2(I-G_1F_2)^{-1}E_1^T$.
\newline$\bullet$\ $G=G_2+E_2^TG_1(I-F_2G_1)^{-1}E_2$.
\newline$\bullet$\ $\omega=\omega_1\omega_2\det(I-F_2G_1)^{-1}$.
\newline$\bullet$\ $P$ is computed as the solution of a
  messy PDE or using ``connected Feynman diagrams'' (yet we're still in algebra!).

\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}

{\bf\red DoPeGDO Footnotes.} Each variable has a
  ``weight''$\in\{0,1,2\}$, and always $\wt z_i+\wt\zeta_i=2$.
\par$\dagger 1$.~Really, ``weight-graded finite sets'' $A=A_0\sqcup A_1\sqcup A_2$.
\par$\dagger 2$.~Really, a power series in the weight-0 variables$^{\dagger 5}$.
\par\hangindent=6mm$\dagger 3$.~The weight of $Q$ must be 2, so it
  decomposes as $Q=Q_{20}+Q_{11}$. The coefficients of $Q_{20}$ are rational
  numbers while the coefficients of $Q_{11}$ may be weight-0 power series$^{\dagger 5}$.
\par\hangindent=6mm$\dagger 4$.~Setting $\wt\epsilon=-2$, the weight of $P$
  is $\leq 2$ (so the powers of the weight-0 variables are not
  constrained)$^{\dagger 5}$.
\par\hangindent=6mm$\dagger 5$.~In the knot-theoretic case, all weight-0 power series are rational functions of
  bounded degree in the exponentials of the weight-0 variables.
\par\hangindent=6mm$\dagger 6$.~There's also an obvious product
\[ \mor(A_1\to B_1)\times\mor(A_2\to B_2)\to\mor(A_1\sqcup A_2\to B_1\sqcup B_2). \]

\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}

\parpic[r]{\import{.}{FullDoPeGDO.pdftex_t}}
{\bf\red Full DoPeGDO.} Compute compositions in two phases:

$\bullet$~A 2-0 phase over $\bbQ$, in which the weight-1 variables are spectators.

$\bullet$~A 1-1 phase over the ring of power series in the weight-0
variables, in which the weight-2 variables are spectators.

\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}

{\bf\red Questions.} $\bullet$~Are there QFT precedents for ``two-step Gaussian integration''?

$\bullet$~In QFT, one saves even more by considering ``one-particle-irreducible'' diagrams and ``effective
actions''. Does this mean anything here?

$\bullet$~Understanding $\Hom(\bbQ[z_A]\to\bbQ[z_B])$ seems like a good cause. Can you find other applications for
the technology here?

%\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}
\columnbreak

\par{\bf\red Compositions (2).} Recall that with all indices $i$ running in some set $B$,
\[ \calF\act \calG
  = \left(\calF|_{z_i\to\partial_{\zeta_i}}\calG \right)_{\zeta_i=0}
  \overset{(1)}{=} \left.\bbe^{\sum\partial_{z_i}\partial_{\zeta_i}}(\calF\calG)\right|_{z_i=\zeta_i=0},
  \quad\parbox{0.7in}{\tiny (1) Strictly speaking,\newline true only when\newline $B\cap(A\cup C)=\emptyset$.}
\]
so in general we wish to understand
\[ [F\colon\calE]_B\coloneqq \bbe^{\frac12\sum_{i,j\in B} F_{ij}\partial_{z_i}\partial_{z_j}}\calE
  \quad\text{and}\quad
  \langle F\colon\calE\rangle_B\coloneqq \left.[F\colon\calE]_B\right|_{z_B\to 0},
\]
where $\calE$ is a docile perturbed Gaussian. The following lemma allows us to restrict to the
case where $\calE$ has no $B$-$B$ quadratic part:

{\bf Lemma 1.} With convergences left to the reader,
\[ \left\langle F\colon\calE\,\bbe^{\frac12\sum_{i,j\in B}G_{ij}z_iz_j}\right\rangle_B
  = \det(1-GF)^{-1/2}\left\langle F(1-GF)^{-1} \colon \calE \right\rangle_B.
\]

The next lemma dispatches the case where $\calE$ has a $B$-linear part:

{\bf Lemma 2.} $\displaystyle \left\langle F\colon\calE\,\bbe^{\sum_{i\in B}y_iz_i}\right\rangle_B
  = \bbe^{\frac12\sum_{i,j\in B}F_{ij}y_iy_j}
    \left\langle F\colon \left.\calE\right|_{z_B\to z_B+Fy_B}\right\rangle_B$.

%\needspace{4\baselineskip}
Finally, we deal with the docile perturbation case:

{\bf Lemma 3.} With an extra variable $\lambda$,
$Z_\lambda\coloneqq\log[\lambda F\colon \bbe^P]_B$ satisfies and is
determined by the following PDE / IVP:
\[ Z_0=P
  \quad\text{and}\quad
  \partial_\lambda Z_\lambda = \frac12 \sum_{i,j\in B}F_{ij}\left(
    \partial_{z_i}\partial_{z_j}Z_\lambda + (\partial_{z_i}Z_\lambda)(\partial_{z_j}Z_\lambda)
  \right).
\]

\resizebox{\linewidth}{!}{\import{../QMUL-1908/}{Lemmas.pdftex_t}}

%\vskip -3mm\rule{\linewidth}{1pt}\vspace{0mm}
%
%{{\red References.}\footnotesize
%\par\vspace{-3mm}
%\renewcommand{\section}[2]{}%
%\begin{thebibliography}{}
%\setlength{\parskip}{0pt}
%\setlength{\itemsep}{0pt plus 0.3ex}
%
%\bibitem[BN]{KBH} D.~Bar-Natan,
%  {\em Balloons and Hoops and their Universal Finite Type Invariant, BF
%    Theory, and an Ultimate Alexander Invariant,}
%  \web{KBH}, \arXiv{1308.1721}.
%
%\end{thebibliography}}

\end{multicols*}

\end{document}

\endinput

