formal/afp/Aggregation_Algebras/document/root.tex

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\title{Aggregation Algebras}
\author{Walter Guttmann}
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\begin{abstract}
  We develop algebras for aggregation and minimisation for weight matrices and for edge weights in graphs.
  We show numerous instances of these algebras based on linearly ordered commutative semigroups.
\end{abstract}

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\section{Overview}

This document describes the following four theory files:
\begin{itemize}
\item Big sums over semigroups generalises parts of Isabelle/HOL's theory of finite summation \texttt{Groups\_Big.thy} from commutative monoids to commutative semigroups with a unit element only on the image of the semigroup operation.
\item Aggregation Algebras introduces s-algebras, m-algebras and m-Kleene-algebras with operations for aggregating the elements of a weight matrix and finding the edge with minimal weight.
\item Matrix Aggregation Algebras introduces aggregation orders, aggregation lattices and linear aggregation lattices.
      Matrices over these structures form s-algebras and m-algebras.
\item Linear Aggregation Algebras shows numerous instances based on linearly ordered commutative semigroups.
      They include aggregations used for the minimum weight spanning tree problem and for the minimum bottleneck spanning tree problem, as well as arbitrary t-norms and t-conorms.
\end{itemize}
Three theory files, which were originally part of this entry, have been moved elsewhere:
\begin{itemize}
\item A theory for total-correctness proofs in Hoare logic became part of Isabelle/HOL's theory \texttt{Hoare/Hoare\_Logic.thy}.
\item A theory with simple total-correctness proof examples became Isabelle/HOL's theory \texttt{Hoare/ExamplesTC.thy}.
\item A theory proving total correctness of Kruskal's and Prim's minimum spanning tree algorithms based on m-Kleene-algebras using Hoare logic was split into two theories that became part of AFP entry \cite{GuttmannRobinsonOBrien2020}.
\end{itemize}
The development is based on Stone-Kleene relation algebras \cite{Guttmann2017b,Guttmann2017c}.
The algebras for aggregation and minimisation, their application to weighted graphs and the verification of Prim's and Kruskal's minimum spanning tree algorithms, and various instances of aggregation are described in \cite{Guttmann2016c,Guttmann2018a,Guttmann2018b}.
Related work is discussed in these papers.

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