4 research outputs found
Reconfigurable Decorated PT Nets with Inhibitor Arcs and Transition Priorities
In this paper we deal with additional control structures for decorated PT
Nets. The main contribution are inhibitor arcs and priorities. The first ensure
that a marking can inhibit the firing of a transition. Inhibitor arcs force
that the transition may only fire when the place is empty. an order of
transitions restrict the firing, so that an transition may fire only if it has
the highest priority of all enabled transitions. This concept is shown to be
compatible with reconfigurable Petri nets
Synthesising Graphical Theories
In recent years, diagrammatic languages have been shown to be a powerful and
expressive tool for reasoning about physical, logical, and semantic processes
represented as morphisms in a monoidal category. In particular, categorical
quantum mechanics, or "Quantum Picturalism", aims to turn concrete features of
quantum theory into abstract structural properties, expressed in the form of
diagrammatic identities. One way we search for these properties is to start
with a concrete model (e.g. a set of linear maps or finite relations) and start
composing generators into diagrams and looking for graphical identities.
Naively, we could automate this procedure by enumerating all diagrams up to a
given size and check for equalities, but this is intractable in practice
because it produces far too many equations. Luckily, many of these identities
are not primitive, but rather derivable from simpler ones. In 2010, Johansson,
Dixon, and Bundy developed a technique called conjecture synthesis for
automatically generating conjectured term equations to feed into an inductive
theorem prover. In this extended abstract, we adapt this technique to
diagrammatic theories, expressed as graph rewrite systems, and demonstrate its
application by synthesising a graphical theory for studying entangled quantum
states.Comment: 10 pages, 22 figures. Shortened and one theorem adde
Open Graphs and Monoidal Theories
String diagrams are a powerful tool for reasoning about physical processes,
logic circuits, tensor networks, and many other compositional structures. The
distinguishing feature of these diagrams is that edges need not be connected to
vertices at both ends, and these unconnected ends can be interpreted as the
inputs and outputs of a diagram. In this paper, we give a concrete construction
for string diagrams using a special kind of typed graph called an open-graph.
While the category of open-graphs is not itself adhesive, we introduce the
notion of a selective adhesive functor, and show that such a functor embeds the
category of open-graphs into the ambient adhesive category of typed graphs.
Using this functor, the category of open-graphs inherits "enough adhesivity"
from the category of typed graphs to perform double-pushout (DPO) graph
rewriting. A salient feature of our theory is that it ensures rewrite systems
are "type-safe" in the sense that rewriting respects the inputs and outputs.
This formalism lets us safely encode the interesting structure of a
computational model, such as evaluation dynamics, with succinct, explicit
rewrite rules, while the graphical representation absorbs many of the tedious
details. Although topological formalisms exist for string diagrams, our
construction is discreet, finitary, and enjoys decidable algorithms for
composition and rewriting. We also show how open-graphs can be parametrised by
graphical signatures, similar to the monoidal signatures of Joyal and Street,
which define types for vertices in the diagrammatic language and constraints on
how they can be connected. Using typed open-graphs, we can construct free
symmetric monoidal categories, PROPs, and more general monoidal theories. Thus
open-graphs give us a handle for mechanised reasoning in monoidal categories.Comment: 31 pages, currently technical report, submitted to MSCS, waiting
review
Pictures of Processes: Automated Graph Rewriting for Monoidal Categories and Applications to Quantum Computing
This work is about diagrammatic languages, how they can be represented, and
what they in turn can be used to represent. More specifically, it focuses on
representations and applications of string diagrams. String diagrams are used
to represent a collection of processes, depicted as "boxes" with multiple
(typed) inputs and outputs, depicted as "wires". If we allow plugging input and
output wires together, we can intuitively represent complex compositions of
processes, formalised as morphisms in a monoidal category.
[...] The first major contribution of this dissertation is the introduction
of a discretised version of a string diagram called a string graph. String
graphs form a partial adhesive category, so they can be manipulated using
double-pushout graph rewriting. Furthermore, we show how string graphs modulo a
rewrite system can be used to construct free symmetric traced and compact
closed categories on a monoidal signature.
The second contribution is in the application of graphical languages to
quantum information theory. We use a mixture of diagrammatic and algebraic
techniques to prove a new classification result for strongly complementary
observables. [...] We also introduce a graphical language for multipartite
entanglement and illustrate a simple graphical axiom that distinguishes the two
maximally-entangled tripartite qubit states: GHZ and W. [...]
The third contribution is a description of two software tools developed in
part by the author to implement much of the theoretical content described here.
The first tool is Quantomatic, a desktop application for building string graphs
and graphical theories, as well as performing automated graph rewriting
visually. The second is QuantoCoSy, which performs fully automated,
model-driven theory creation using a procedure called conjecture synthesis.Comment: PhD Thesis. Passed examination. Minor corrections made and one
theorem added at the end of Chapter 5. 182 pages, ~300 figures. See full text
for unabridged abstrac