author | Christian Urban <christian dot urban at kcl dot ac dot uk> |
Fri, 04 Jan 2013 13:10:30 +0000 | |
changeset 12 | dd400b5797e1 |
parent 10 | 44e9d0c24fbc |
child 13 | a7ec585d7f20 |
permissions | -rw-r--r-- |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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1 |
(*<*) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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theory Paper |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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imports UTM |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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begin |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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declare [[show_question_marks = false]] |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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7 |
(*>*) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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section {* Introduction *} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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text {* |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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12 |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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\noindent |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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We formalised in earlier work the correctness proofs for two |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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algorithms in Isabelle/HOL---one about type-checking in |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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16 |
LF~\cite{UrbanCheneyBerghofer11} and another about deciding requests |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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17 |
in access control~\cite{WuZhangUrban12}. The formalisations |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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uncovered a gap in the informal correctness proof of the former and |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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made us realise that important details were left out in the informal |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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model for the latter. However, in both cases we were unable to |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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21 |
formalise in Isabelle/HOL computability arguments about the |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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22 |
algorithms. The reason is that both algorithms are formulated in terms |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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23 |
of inductive predicates. Suppose @{text "P"} stands for one such |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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predicate. Decidability of @{text P} usually amounts to showing |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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whether \mbox{@{term "P \<or> \<not>P"}} holds. But this does \emph{not} work |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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26 |
in Isabelle/HOL, since it is a theorem prover based on classical logic |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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27 |
where the law of excluded middle ensures that \mbox{@{term "P \<or> \<not>P"}} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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is always provable no matter whether @{text P} is constructed by |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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29 |
computable means. The same problem would arise if we had formulated |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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30 |
the algorithms as recursive functions, because internally in |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
7
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|
31 |
Isabelle/HOL, like in all HOL-based theorem provers, functions are |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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represented as inductively defined predicates too. |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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33 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
34 |
The only satisfying way out of this problem in a theorem prover based on classical |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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35 |
logic is to formalise a theory of computability. Norrish provided such |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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a formalisation for the HOL4 theorem prover. He choose the |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
37 |
$\lambda$-calculus as the starting point for his formalisation |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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38 |
of computability theory, |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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because of its ``simplicity'' \cite[Page 297]{Norrish11}. Part of his |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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40 |
formalisation is a clever infrastructure for reducing |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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$\lambda$-terms. He also established the computational equivalence |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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42 |
between the $\lambda$-calculus and recursive functions. Nevertheless he |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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concluded that it would be ``appealing'' to have formalisations for more |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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44 |
operational models of computations, such as Turing machines or register |
12
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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machines. One reason is that many proofs in the literature use |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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them. He noted however that in the context of theorem provers |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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\cite[Page 310]{Norrish11}: |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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48 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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49 |
\begin{quote} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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50 |
\it``If register machines are unappealing because of their |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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51 |
general fiddliness, Turing machines are an even more |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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52 |
daunting prospect.'' |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
53 |
\end{quote} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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54 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
55 |
\noindent |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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56 |
In this paper we took on this daunting prospect and provide a formalisation |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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57 |
of Turing machines, as well as Abacus machines (a kind of register machine) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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and recursive functions. To see the difficulties involved with this work one |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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59 |
has to understantd that interactive theorem provers, like Isabelle/HOL, are at |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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60 |
their best when the data-structures |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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at hand are ``structurally'' defined (like lists, natural numbers, |
12
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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regular expressions, etc). For them, they come with a convenient reasoning |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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infrastructure (for example induction principles, recursion combinators and so on). |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
64 |
But this is not the case with Turing machines (and also register machines): |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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65 |
underlying their definition is a set of states |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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together with a transition function, both of which are not structurally defined. |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
67 |
This means we have to implement our own reasoning infrastructure. This often |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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68 |
leads to annoyingly lengthy and detailed formalisations. We noticed first |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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69 |
the difference between both ``worlds'' when formalising the Myhill-Nerode |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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70 |
theorem ??? where regular expressions fared much better than automata. |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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71 |
However, with Turing machines there seems to be no alternative, because they |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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feature frequently in proofs. We will analyse one case, Wang tilings, at the end |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
73 |
of the paper, which uses also the notion of a Universal Turing Machine. |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
74 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
75 |
The reason why reasoning about Turing machines |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
76 |
is challenging is because they are essentially ... |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
77 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
78 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
79 |
For this we followed mainly the informal |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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80 |
proof given in the textbook \cite{Boolos87}. |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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81 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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82 |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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83 |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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parents:
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``In particular, the fact that the universal machine operates with a |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
86 |
different alphabet with respect to the machines it simulates is |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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annoying.'' he writes it is preliminary work \cite{AspertiRicciotti12} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
88 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
89 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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Our formalisation follows \cite{Boolos87} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
91 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
92 |
\noindent |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
93 |
{\bf Contributions:} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
94 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
95 |
*} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
96 |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
97 |
section {* Formalisation *} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
98 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
99 |
text {* |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
100 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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*} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
104 |
section {* Wang Tiles *} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
105 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
106 |
text {* |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
107 |
Used in texture mapings - graphics |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
6
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|
108 |
*} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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109 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
diff
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|
111 |
section {* Related Work *} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
112 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
113 |
text {* |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
diff
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|
114 |
The most closely related work is by Norrish. He bases his approach on |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
115 |
lambda-terms. For this he introduced a clever rewriting technology |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
116 |
based on combinators and de-Bruijn indices for |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
diff
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|
117 |
rewriting modulo $\beta$-equivalence (to keep it manageable) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
diff
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|
118 |
*} |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
119 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
120 |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
121 |
(* |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
122 |
Questions: |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
123 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
124 |
Can this be done: Ackerman function is not primitive |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
125 |
recursive (Nora Szasz) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
126 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
127 |
Tape is represented as two lists (finite - usually infinite tape)? |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
128 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
129 |
*) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
130 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
131 |
|
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
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|
132 |
(*<*) |
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Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
diff
changeset
|
133 |
end |
50880fcda34d
added paper
Christian Urban <christian dot urban at kcl dot ac dot uk>
parents:
diff
changeset
|
134 |
(*>*) |