Composing Behaviors of Networks

TL;DR

This thesis develops a compositional operational semantics framework for networks modeled as $ ext{Q}$-nets and enriched graphs, unifying various network types through adjunctions and structured cospans.

Contribution

It introduces a categorical semantics for networks using adjunctions and structured cospans, enabling compositional analysis of diverse network models.

Findings

Constructed adjunctions for $ ext{Q}$-nets and $R$-matrices.

Developed double categories of open networks with input/output vertices.

Defined black-boxing that preserves composition for functional open networks.

Abstract

This thesis aims to develop a compositional theory for the operational semantics of networks. The networks considered are described by either internal or enriched graphs. In the internal case we focus on $\mathsf{Q}$-nets, a generalization of Petri nets based on a Lawvere theory $\mathsf{Q}$. $\mathsf{Q}$-nets include many known variants of Petri nets including pre-nets, integer nets, elementary net systems, and bounded nets. In the enriched case we focus on graphs enriched in a quantale $R$ regarded as matrices with entries in $R$. These $R$-matrices represent distance networks, Markov processes, capacity networks, non-deterministic finite automata, simple graphs, and more. The operational semantics of $\mathsf{Q}$-nets is constructed as an adjunction between $\mathsf{Q}$-nets and categories internal to the category of models of $\mathsf{Q}$. Similarly, the operational semantics of $R$-matrices is constructed as an adjunction between $R$-matrices and categories enriched in $R$. The left adjoint of this adjunction sends an $R$-matrix $M$ to the $R$-category $F_R(M)$ whose hom-objects are solutions of the algebraic path problem: a generalization of the shortest path problem to graphs weighted in $R$. For both $\mathsf{Q}$-nets and $R$-matrices we use the theory of structured cospans to study the compositionality of the above operational semantics. For each type of network we construct a double category whose morphisms are "open networks", i.e. networks with certain vertices designated as input or output. We introduce the black-boxing of an open network, a profunctor describing the externally observable behavior of an open network. We introduce a class of open networks called "functional open networks" for which black-boxing preserves composition.