Differential Propositional Calculus • 19


Failing to fetch me at first keep encouraged,
Missing me one place search another,
I stop some where waiting for you

— Walt Whitman • Leaves of Grass

Life on Easy Street

The finite character of the extended universe [\mathrm{E}\mathcal{A}] makes the task of solving differential propositions relatively straightforward.  The solution set of the differential proposition q : \mathrm{E}A \to \mathbb{B} is the set of models q^{-1}(1) in \mathrm{E}A.  Finding all models of q, the extended interpretations in \mathrm{E}A which satisfy q, can be carried out by a finite search.

Being in possession of complete algorithms for propositional calculus modeling, theorem checking, and theorem proving makes the analytic task fairly simple in principle, even if the question of efficiency in the face of arbitrary complexity remains another matter entirely.

The NP‑completeness of propositional satisfiability may weigh against the prospects of a single efficient algorithm capable of covering the whole space [\mathrm{E}\mathcal{A}] with equal facility but there appears to be much room for improvement in classifying special forms and developing algorithms tailored to their practical processing.

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Differential Propositional Calculus • 18

The Extended Universe of Discourse

The extended basis \mathrm{E}\mathcal{A} of a universe of discourse [\mathcal{A}] is formed by taking the initial basis \mathcal{A} together with the differential basis \mathrm{d}\mathcal{A}.  Thus we have the following formula.

\mathrm{E}\mathcal{A} ~=~ \mathcal{A} \cup \mathrm{d}\mathcal{A} ~=~ \{ a_1, \ldots, a_n, \mathrm{d}a_1, \ldots, \mathrm{d}a_n \}.

This supplies enough material to construct the differential extension \mathrm{E}A of the space A, also called the tangent bundle of A, in the following fashion.

\mathrm{E}A ~=~ \langle \mathrm{E}\mathcal{A} \rangle ~=~ \langle \mathcal{A} \cup \mathrm{d}\mathcal{A} \rangle ~=~ \langle a_1, \ldots, a_n, \mathrm{d}a_1, \ldots, \mathrm{d}a_n \rangle

and also

\mathrm{E}A ~=~ A \times \mathrm{d}A ~=~ A_1 \times \ldots \times A_n \times \mathrm{d}A_1 \times \ldots \times \mathrm{d}A_n.

That gives \mathrm{E}A the type \mathbb{B}^n \times \mathbb{D}^n.

Finally, the extended universe \mathrm{E}A^\bullet = [\mathrm{E}\mathcal{A}] is the full collection of points and functions, or interpretations and propositions, based on the extended set of features \mathrm{E}\mathcal{A}, a fact summed up in the following notation.

\mathrm{E}A^\bullet ~=~ [\mathrm{E}\mathcal{A}] ~=~ [a_1, \ldots, a_n, \mathrm{d}a_1, \ldots, \mathrm{d}a_n].

That gives the extended universe \mathrm{E}A^\bullet the following type.

(\mathbb{B}^n \times \mathbb{D}^n\ +\!\to \mathbb{B}) ~=~ (\mathbb{B}^n \times \mathbb{D}^n, (\mathbb{B}^n \times \mathbb{D}^n \to \mathbb{B})).

A proposition in the extended universe [\mathrm{E}\mathcal{A}] is called a differential proposition and forms the logical analogue of a system of differential equations, constraints, or relations in ordinary calculus.

With these constructions, the differential extension \mathrm{E}A and the space of differential propositions (\mathrm{E}A \to \mathbb{B}), we arrive at the launchpad of our space explorations.

Table 11 summarizes the notations needed to describe the first order differential extensions of propositional calculi in a systematic manner.

\text{Table 11. Differential Extension} \stackrel{_\bullet}{} \text{Basic Notation}
Differential Extension • Basic Notation

The adjective differential or tangent is systematically attached to every construct based on the differential alphabet \mathrm{d}\mathfrak{A}, taken by itself.  In like fashion, the adjective extended or the substantive bundle is systematically attached to any construct associated with the full complement of {2n} features.

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Differential Propositional Calculus • 17

Differential Propositions • Tangent Spaces

The tangent space to A at one of its points x, sometimes written \mathrm{T}_x(A), takes the form \mathrm{d}A = \langle \mathrm{d}\mathcal{A} \rangle = \langle \mathrm{d}a_1, \ldots, \mathrm{d}a_n \rangle.  Strictly speaking, the name cotangent space is probably more correct for this construction but since we take up spaces and their duals in pairs to form our universes of discourse it allows our language to be pliable here.

Proceeding as we did with the base space A, the tangent space \mathrm{d}A at a point of A may be analyzed as the following product of distinct and independent factors.

\mathrm{d}A ~=~ \displaystyle \prod_{i=1}^n \mathrm{d}A_i ~=~ \mathrm{d}A_1 \times \ldots \times \mathrm{d}A_n.

Each factor \mathrm{d}A_i is a set consisting of two differential propositions, \mathrm{d}A_i = \{ (\mathrm{d}a_i), \mathrm{d}a_i \}, where \texttt{(} \mathrm{d}a_i \texttt{)} is a proposition with the logical value of \lnot\mathrm{d}a_i.  Each component \mathrm{d}A_i has the type \mathbb{B}, operating under the ordered correspondence \{ \texttt{(} \mathrm{d}a_i \texttt{)}, \mathrm{d}a_i \} \cong \{ 0, 1 \}.  A measure of clarity is achieved, however, by acknowledging the differential usage with a superficially distinct type \mathbb{D}, whose sense may be indicated as follows.

\mathbb{D} = \{ \texttt{(} \mathrm{d}a_i \texttt{)}, \mathrm{d}a_i \} = \{ \text{same}, \text{different} \} = \{ \text{stay}, \text{change} \} = \{ \text{stop}, \text{step} \}.

Viewed within a coordinate representation, spaces of type \mathbb{B}^n and \mathbb{D}^n may appear to be identical sets of binary vectors, but taking a view at that level of abstraction would be like ignoring the qualitative units and the diverse dimensions that distinguish position and momentum, or the different roles of quantity and impulse.

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Differential Propositional Calculus • 16

Differential Propositions • Qualitative Analogues of Differential Equations

The differential extension of a universe of discourse [\mathcal{A}] is constructed by extending its initial alphabet \mathfrak{A} to include a set of symbols for differential features, or basic changes capable of occurring in [\mathcal{A}].  The added symbols are taken to denote primitive features of change, qualitative attributes of motion, or propositions about how items in the universe of discourse may change or move in relation to features noted in the original alphabet.

With that in mind we define the corresponding differential alphabet or tangent alphabet \mathrm{d}\mathfrak{A} = \{``\mathrm{d}a_1", \ldots, ``\mathrm{d}a_n"\}, in principle just an arbitrary alphabet of symbols, disjoint from the initial alphabet \mathfrak{A} = \{``a_1", \ldots, ``a_n"\} and given the meanings just indicated.

In practice the precise interpretation of the symbols in \mathrm{d}\mathfrak{A} is conceived to be changeable from point to point of the underlying space A.  Indeed, for all we know, the state space A might well be the state space of a language interpreter, one concerned with the idiomatic meanings of the dialect generated by \mathfrak{A} and \mathrm{d}\mathfrak{A}.

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Differential Propositional Calculus • 15


Fire over water:
The image of the condition before transition.
Thus the superior man is careful
In the differentiation of things,
So that each finds its place.

I Ching ䷿ Hexagram 64

Differential Extension of Propositional Calculus

This much preparation is enough to begin introducing my subject, if I excuse myself from giving full arguments for my definitional choices until a later stage.  To express the goal in a turn of phrase, the aim is to develop a differential theory of qualitative equations, one which can parallel the application of differential geometry to dynamical systems.  The idea of a tangent vector is key to the work and a major goal is to find the right logical analogues of tangent spaces, bundles, and functors.  The strategy is taken of looking for the simplest versions of those constructions which can be discovered within the realm of propositional calculus, so long as they serve to fill out the general theme.

Reference

  • Wilhelm, R., and Baynes, C.F. (trans.), The I Ching, or Book of Changes,
    Foreword by C.G. Jung, Preface by H. Wilhelm, 3rd edition, Bollingen Series XIX, Princeton University Press, Princeton, NJ, 1967.

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Differential Propositional Calculus • Discussion 7

Re: Differential Propositional Calculus • Discussion 1
Re: Reinaldo CristoComment 1

RC:
We can say that emptiness came first, as it is the basis of the invention of mathematics, our perception, and numerical base 2.  Do you agree or disagree?

A great many things in life and mathematics are built up through the persistent application of the most elementary steps to the humblest of beginnings.

So there may be something to that.

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Differential Propositional Calculus • 14

Differential Extensions

Table 11 summarizes the notations needed to describe the first order differential extensions of propositional calculi in a systematic manner.

\text{Table 11. Differential Extension} \stackrel{_\bullet}{} \text{Basic Notation}
Differential Extension • Basic Notation

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Differential Propositional Calculus • 13

Differential Extensions

An initial universe of discourse A^\bullet supplies the groundwork for any number of further extensions, beginning with the first order differential extension \mathrm{E}A^\bullet.  The construction of \mathrm{E}A^\bullet can be described in the following stages.

  • The initial alphabet \mathfrak{A} = \{ ``a_1", \ldots, ``a_n" \} is extended by a first order differential alphabet \mathrm{d}\mathfrak{A} = \{ ``\mathrm{d}a_1", \ldots, ``\mathrm{d}a_n" \} resulting in a first order extended alphabet \mathrm{E}\mathfrak{A} defined as follows.

    \mathrm{E}\mathfrak{A} ~=~ \mathfrak{A} ~\cup~ \mathrm{d}\mathfrak{A} ~=~ \{ ``a_1", \ldots, ``a_n", ``\mathrm{d}a_1", \ldots, ``\mathrm{d}a_n" \}.

  • The initial basis \mathcal{A} = \{ a_1, \ldots, a_n \} is extended by a first order differential basis \mathrm{d}\mathcal{A} = \{ \mathrm{d}a_1, \ldots, \mathrm{d}a_n \} resulting in a first order extended basis \mathrm{E}\mathcal{A} defined as follows.

    \mathrm{E}\mathcal{A} ~=~ \mathcal{A} ~\cup~ \mathrm{d}\mathcal{A} ~=~ \{ a_1, \ldots, a_n, \mathrm{d}a_1, \ldots, \mathrm{d}a_n \}.

  • The initial space A = \langle a_1, \ldots, a_n \rangle is extended by a first order differential space or tangent space \mathrm{d}A = \langle \mathrm{d}a_1, \ldots, \mathrm{d}a_n \rangle at each point of A, resulting in a first order extended space or tangent bundle space \mathrm{E}A defined as follows.

    \mathrm{E}A ~=~ A ~\times~ \mathrm{d}A ~=~ \langle \mathrm{E}\mathcal{A} \rangle ~=~ \langle \mathcal{A} \cup \mathrm{d}\mathcal{A} \rangle ~=~ \langle a_1, \ldots, a_n, \mathrm{d}a_1, \ldots, \mathrm{d}a_n \rangle.

  • Finally, the initial universe A^\bullet = [ a_1, \ldots, a_n ] is extended by a first order differential universe or tangent universe \mathrm{d}A^\bullet = [ \mathrm{d}a_1, \ldots, \mathrm{d}a_n ] at each point of A^\bullet, resulting in a first order extended universe or tangent bundle universe \mathrm{E}A^\bullet defined as follows.

    \mathrm{E}A^\bullet ~=~ [ \mathrm{E}\mathcal{A} ] ~=~ [ \mathcal{A} ~\cup~ \mathrm{d}\mathcal{A} ] ~=~ [ a_1, \ldots, a_n, \mathrm{d}a_1, \ldots, \mathrm{d}a_n ].

    This gives \mathrm{E}A^\bullet a type defined as follows.

    [ \mathbb{B}^n \times \mathbb{D}^n ] ~=~ (\mathbb{B}^n \times \mathbb{D}^n\ +\!\!\to \mathbb{B}) ~=~ (\mathbb{B}^n \times \mathbb{D}^n, \mathbb{B}^n \times \mathbb{D}^n \to \mathbb{B}).

A proposition in a differential extension of a universe of discourse is called a differential proposition and forms the analogue of a system of differential equations in ordinary calculus.  With the construction of the first order extended universe \mathrm{E}A^\bullet and the first order differential propositions f : \mathrm{E}A \to \mathbb{B} we arrive at the foothills of differential logic.

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Differential Propositional Calculus • 12

Special Classes of Propositions (concl.)

Last and literally least in extent, we examine the family of singular propositions in a 3‑dimensional universe of discourse.

In our model of propositions as mappings from a universe of discourse X to a set of two values, in other words, indicator functions of the form f : X \to \mathbb{B}, singular propositions are those singling out the minimal distinct regions of the universe, represented by single cells of the corresponding venn diagram.

Singular Propositions

The singular propositions, \{ \mathbf{x} : \mathbb{B}^n \to \mathbb{B} \} = (\mathbb{B}^n \xrightarrow{s} \mathbb{B}), may be written as products:

\prod_{i=1}^n e_i ~=~ e_1 \cdot \ldots \cdot e_n  ~\text{where}~  \left\{\begin{matrix} e_i = a_i \\ \text{or} \\ e_i = \texttt{(} a_i \texttt{)} \end{matrix}\right\}  ~\text{for}~ i = 1 ~\text{to}~ n.

In a universe of discourse based on three boolean variables, p, q, r, there are 2^3 = 8 singular propositions.  Their venn diagrams are shown in Figure 10.

Singular Propositions on Three Variables
\text{Figure 10. Singular Propositions} : \mathbb{B}^3 \to \mathbb{B}

At the top is the venn diagram for the singular proposition of rank 3, corresponding to the boolean product pqr and identical with the positive proposition of rank 3.

Next are the venn diagrams for the three singular propositions of rank 2, which may be expressed by the following three forms, respectively.

pr \texttt{(} q \texttt{)}, \qquad  qr \texttt{(} p \texttt{)}, \qquad  pq \texttt{(} r \texttt{)}.

Next are the three singular propositions of rank 1, which may be expressed by the following three forms, respectively.

q \texttt{(} p \texttt{)(} r \texttt{)}, \qquad  p \texttt{(} q \texttt{)(} r \texttt{)}, \qquad  r \texttt{(} p \texttt{)(} q \texttt{)}.

At the bottom is the singular proposition of rank 0, which may be expressed by the following form.

\texttt{(} p \texttt{)(} q \texttt{)(} r \texttt{)}.

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Differential Propositional Calculus • 11

Special Classes of Propositions (cont.)

Next we take up the family of positive propositions and follow the same plan as before, tracing the rule of their formation in the case of a 3‑dimensional universe of discourse.

Positive Propositions

The positive propositions, \{ p : \mathbb{B}^n \to \mathbb{B} \} = (\mathbb{B}^n \xrightarrow{p} \mathbb{B}), may be written as products:

\prod_{i=1}^n e_i ~=~ e_1 \cdot \ldots \cdot e_n  ~\text{where}~  \left\{\begin{matrix} e_i = a_i \\ \text{or} \\ e_i = 1 \end{matrix}\right\}  ~\text{for}~ i = 1 ~\text{to}~ n.

In a universe of discourse based on three boolean variables, p, q, r, there are 2^3 = 8 positive propositions, taking the shapes shown in Figure 9.

Positive Propositions on Three Variables
\text{Figure 9. Positive Propositions} : \mathbb{B}^3 \to \mathbb{B}

At the top is the venn diagram for the positive proposition of rank 3, corresponding to the boolean product or logical conjunction pqr.

Next are the venn diagrams for the three positive propositions of rank 2, corresponding to the three boolean products, pr, qr, pq, respectively.

Next are the three positive propositions of rank 1, which are none other than the three basic propositions, p, q, r.

At the bottom is the positive proposition of rank 0, the everywhere true proposition or the constant 1 function, which may be expressed by the form \texttt{((}~\texttt{))} or by a simple 1.

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