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  1. Differential Logic • The Logic of Change and Difference
    inquiryintoinquiry.com/2026/03

    “Differential logic is the logic of variation — the logic of change and difference.”

    Differential logic is the component of logic whose object is the description of variation — the aspects of change, difference, distribution, and diversity — in universes of discourse subject to logical description. A definition as broad as that naturally incorporates any study of variation by way of mathematical models, but differential logic is especially charged with the qualitative aspects of variation pervading or preceding quantitative models.

    To the extent a logical inquiry makes use of a formal system, its differential component treats the use of a “differential logical calculus” — a formal system with the expressive capacity to describe change and diversity in logical universes of discourse.

    A simple case of a differential logical calculus is furnished by a “differential propositional calculus”, a formalism which augments ordinary propositional calculus in the same way the differential calculus of Leibniz and Newton augments the analytic geometry of Descartes.

    See —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Survey of Differential Logic
    inquiryintoinquiry.com/2025/05

    Differential Logic
    oeis.org/wiki/Differential_Log

    Differential Propositional Calculus
    oeis.org/wiki/Differential_Pro

    Differential Logic and Dynamic Systems
    oeis.org/wiki/Differential_Log

    cc: academia.edu/community/VXoNQ9
    cc: researchgate.net/post/Differen

    #Peirce #Logic #Mathematics #LogicalGraphs #DifferentialLogic #DynamicSystems
    #Inquiry #PropositionalCalculus #BooleanFunctions #BooleanDifferenceCalculus
    #EquationalInference #MinimalNegationOperators #CalculusOfLogicalDifferences

  2. Differential Logic • 18

    Tangent and Remainder Maps

    If we follow the classical line which singles out linear functions as ideals of simplicity then we may complete the analytic series of the proposition in the following way.

    The next venn diagram shows the differential proposition we get by extracting the linear approximation to the difference map at each cell or point of the universe   What results is the logical analogue of what would ordinarily be called the differential of but since the adjective differential is being attached to just about everything in sight the alternative name tangent map is commonly used for whenever it’s necessary to single it out.


    To be clear about what’s being indicated here, it’s a visual way of summarizing the following data.

    To understand the extended interpretations, that is, the conjunctions of basic and differential features which are being indicated here, it may help to note the following equivalences.

    Capping the analysis of the proposition in terms of succeeding orders of linear propositions, the final venn diagram of the series shows the remainder map which happens to be linear in pairs of variables.


    Reading the arrows off the map produces the following data.

    In short, is a constant field, having the value at each cell.

    Resources

    cc: Academia.eduCyberneticsLaws of Form • Mathstodon (1) (2)
    cc: Research GateStructural ModelingSystems ScienceSyscoi

    #Amphecks #Animata #BooleanAlgebra #BooleanFunctions #CSPeirce #CactusGraphs #Change #Cybernetics #DifferentialCalculus #DifferentialLogic #DiscreteDynamics #EquationalInference #FunctionalLogic #GradientDescent #GraphTheory #InquiryDrivenSystems #Logic #LogicalGraphs #Mathematics #MinimalNegationOperators #PropositionalCalculus #Time #Visualization
  3. Differential Logic • 17

    Enlargement and Difference Maps

    Continuing with the example the following venn diagram shows the enlargement or shift map in the same style of field picture we drew for the tacit extension


    A very important conceptual transition has just occurred here, almost tacitly, as it were.  Generally speaking, having a set of mathematical objects of compatible types, in this case the two differential fields and both of the type is very useful, because it allows us to consider those fields as integral mathematical objects which can be operated on and combined in the ways we usually associate with algebras.

    In the present case one notices the tacit extension and the enlargement are in a sense dual to each other.  The tacit extension indicates all the arrows out of the region where is true and the enlargement indicates all the arrows into the region where is true.  The only arc they have in common is the no‑change loop at   If we add the two sets of arcs in mod 2 fashion then the loop of multiplicity 2 zeroes out, leaving the 6 arrows of shown in the following venn diagram.


    Resources

    cc: Academia.eduCyberneticsLaws of Form • Mathstodon (1) (2)
    cc: Research GateStructural ModelingSystems ScienceSyscoi

    #Amphecks #Animata #BooleanAlgebra #BooleanFunctions #CSPeirce #CactusGraphs #Change #Cybernetics #DifferentialCalculus #DifferentialLogic #DiscreteDynamics #EquationalInference #FunctionalLogic #GradientDescent #GraphTheory #InquiryDrivenSystems #Logic #LogicalGraphs #Mathematics #MinimalNegationOperators #PropositionalCalculus #Time #Visualization
  4. Differential Logic • 15

    Differential Fields

    The structure of a differential field may be described as follows.  With each point of there is associated an object of the following type:  a proposition about changes in that is, a proposition   In that frame of reference, if is the universe generated by the set of coordinate propositions then is the differential universe generated by the set of differential propositions   The differential propositions and may thus be interpreted as indicating and respectively.

    A differential operator of the first order type we are currently considering, takes a proposition and gives back a differential proposition   In the field view of the scene, we see the proposition as a scalar field and we see the differential proposition as a vector field, specifically, a field of propositions about contemplated changes in

    The field of changes produced by on is shown in the following venn diagram.


    The differential field specifies the changes which need to be made from each point of in order to reach one of the models of the proposition that is, in order to satisfy the proposition

    The field of changes produced by on is shown in the following venn diagram.


    The differential field specifies the changes which need to be made from each point of in order to feel a change in the felt value of the field

    Resources

    cc: Academia.eduCyberneticsLaws of Form • Mathstodon (1) (2)
    cc: Research GateStructural ModelingSystems ScienceSyscoi

    #Amphecks #Animata #BooleanAlgebra #BooleanFunctions #CSPeirce #CactusGraphs #Change #Cybernetics #DifferentialCalculus #DifferentialLogic #DiscreteDynamics #EquationalInference #FunctionalLogic #GradientDescent #GraphTheory #InquiryDrivenSystems #Logic #LogicalGraphs #Mathematics #MinimalNegationOperators #PropositionalCalculus #Time #Visualization
  5. Differential Logic • 14

    Field Picture

    Let us summarize the outlook on differential logic we’ve reached so far.  We’ve been considering a class of operators on universes of discourse, each of which takes us from considering one universe of discourse to considering a larger universe of discourse   An operator of that general type, namely, acts on each proposition of the source universe to produce a proposition of the target universe

    The operators we’ve examined so far are the enlargement or shift operator and the difference operator   The operators and act on propositions in that is, propositions of the form which amount to propositions about the subject matter of and they produce propositions of the form which amount to propositions about specified collections of changes conceivably occurring in

    At this point we find ourselves in need of visual representations, suitable arrays of concrete pictures to anchor our more earthy intuitions and help us keep our wits about us as we venture into ever more rarefied airs of abstraction.

    One good picture comes to us by way of the field concept.  Given a space a field of a specified type over is formed by associating with each point of an object of type   If that sounds like the same thing as a function from to the space of things of type — it is nothing but — and yet it does seem helpful to vary the mental images and take advantage of the figures of speech most naturally springing to mind under the emblem of the field idea.

    In the field picture a proposition becomes a scalar field, that is, a field of values in

    For example, consider the logical conjunction shown in the following venn diagram.


    Each of the operators takes us from considering propositions here viewed as scalar fields over to considering the corresponding differential fields over analogous to what in real analysis are usually called vector fields over

    Resources

    cc: Academia.eduCyberneticsLaws of Form • Mathstodon (1) (2)
    cc: Research GateStructural ModelingSystems ScienceSyscoi

    #Amphecks #Animata #BooleanAlgebra #BooleanFunctions #CSPeirce #CactusGraphs #Change #Cybernetics #DifferentialCalculus #DifferentialLogic #DiscreteDynamics #EquationalInference #FunctionalLogic #GradientDescent #GraphTheory #InquiryDrivenSystems #Logic #LogicalGraphs #Mathematics #MinimalNegationOperators #PropositionalCalculus #Time #Visualization
  6. Differential Logic • 2.2
    inquiryintoinquiry.com/2026/02

    Cactus Language for Propositional Logic (cont.)

    The second kind of connective is a concatenated sequence of propositional expressions, written e₁ e₂ … eₖ₋₁ eₖ to mean all the propositions e₁, e₂, …, eₖ₋₁, eₖ are true, in short, their “logical conjunction” is true. An expression of that form is associated with a cactus structure called a “node” and is “painted” with the colors e₁, e₂, …, eₖ₋₁, eₖ as shown below.

    Node Connective
    inquiryintoinquiry.files.wordp

    All other propositional connectives can be obtained through combinations of the above two forms. As it happens, the parenthesized form is sufficient to define the concatenated form, making the latter formally dispensable, but it's convenient to maintain it as a concise way of expressing more complicated combinations of parenthesized forms. While working with expressions solely in propositional calculus, it's easiest to use plain parentheses for logical connectives. In contexts where ordinary parentheses are needed for other purposes an alternate typeface (…) may be used for the logical operators.

    Resources —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Minimal Negation Operator
    oeis.org/wiki/Minimal_negation

    Survey of Differential Logic
    inquiryintoinquiry.com/2025/05

    Survey of Animated Logical Graphs
    inquiryintoinquiry.com/2025/05

    #Peirce #Logic #Mathematics #LogicalGraphs #DifferentialLogic #DynamicSystems
    #Inquiry #PropositionalCalculus #BooleanFunctions #BooleanDifferenceCalculus
    #EquationalInference #MinimalNegationOperators #CalculusOfLogicalDifferences

  7. Differential Logic • 2.1
    inquiryintoinquiry.com/2026/02

    Cactus Language for Propositional Logic —

    The development of differential logic is facilitated by having a moderately efficient calculus in place at the level of boolean-valued functions and elementary logical propositions. One very efficient calculus on both conceptual and computational grounds is based on just two types of logical connectives, both of variable k-ary scope. The syntactic formulas of that calculus map into a family of graph-theoretic structures called “painted and rooted cacti” which lend visual representation to the functional structures of propositions and smooth the path to efficient computation.

    The first kind of connective is a parenthesized sequence of propositional expressions, written (e₁, e₂, …, eₖ₋₁, eₖ) to mean exactly one of the propositions e₁, e₂, …, eₖ₋₁, eₖ is false, in short, their “minimal negation” is true. An expression of that form is associated with a cactus structure called a “lobe” and is “painted” with the colors e₁, e₂, …, eₖ₋₁, eₖ as shown below.

    Lobe Connective
    inquiryintoinquiry.files.wordp

    Resources —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Minimal Negation Operator
    oeis.org/wiki/Minimal_negation

    Survey of Differential Logic
    inquiryintoinquiry.com/2025/05

    Survey of Animated Logical Graphs
    inquiryintoinquiry.com/2025/05

    #Peirce #Logic #Mathematics #LogicalGraphs #DifferentialLogic #DynamicSystems
    #Inquiry #PropositionalCalculus #BooleanFunctions #BooleanDifferenceCalculus
    #EquationalInference #MinimalNegationOperators #CalculusOfLogicalDifferences

  8. Differential Logic • 1
    inquiryintoinquiry.com/2026/02

    Introduction —

    Differential logic is the component of logic whose object is the description of variation — focusing on the aspects of change, difference, distribution, and diversity — in universes of discourse subject to logical description. A definition that broad naturally incorporates any study of variation by way of mathematical models, but differential logic is especially charged with the qualitative aspects of variation pervading or preceding quantitative models.

    To the extent a logical inquiry makes use of a formal system, its differential component governs the use of a “differential logical calculus”, that is, a formal system with the expressive capacity to describe change and diversity in logical universes of discourse.

    Simple examples of differential logical calculi are furnished by “differential propositional calculi”. A differential propositional calculus is a propositional calculus extended by a set of terms for describing aspects of change and difference, for example, processes taking place in a universe of discourse or transformations mapping a source universe to a target universe. Such a calculus augments ordinary propositional calculus in the same way the differential calculus of Leibniz and Newton augments the analytic geometry of Descartes.

    Resources —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Survey of Differential Logic
    inquiryintoinquiry.com/2025/05

    #Peirce #Logic #Mathematics #LogicalGraphs #DifferentialLogic #DynamicSystems
    #Inquiry #PropositionalCalculus #BooleanFunctions #BooleanDifferenceCalculus
    #EquationalInference #MinimalNegationOperators #CalculusOfLogicalDifferences

  9. Differential Logic • Overview
    inquiryintoinquiry.com/2026/02

    A reader once told me “venn diagrams are obsolete” and of course we all know how unwieldy they become as our universes of discourse expand beyond four or five dimensions. Indeed, one of the first lessons I learned when I set about implementing Peirce’s graphs and Spencer Brown’s forms on the computer is that 2‑dimensional representations of logic quickly become death traps on numerous conceptual and computational counts.

    Still, venn diagrams do us good service at the outset in visualizing the relationships among extensional, functional, and intensional aspects of logic. A facility with those connections is critical to the computational applications and statistical generalizations of propositional logic commonly used in mathematical and empirical practice.

    All things considered, then, it is useful to make the links between various styles of imagery in logical representation as visible as possible. The first few steps in that direction are set out in the sketch of Differential Logic to follow.

    Resources —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Survey of Differential Logic
    inquiryintoinquiry.com/2025/05

    Survey of Animated Logical Graphs
    inquiryintoinquiry.com/2025/05

    #Peirce #Logic #Mathematics #LogicalGraphs #DifferentialLogic #DynamicSystems
    #Inquiry #PropositionalCalculus #BooleanFunctions #BooleanDifferenceCalculus
    #EquationalInference #MinimalNegationOperators #CalculusOfLogicalDifferences

  10. Differential Propositional Calculus • 10

    Special Classes of Propositions (cont.)

    Let’s pause at this point and get a better sense of how our special classes of propositions are structured and how they relate to propositions in general.  We can do this by recruiting our visual imaginations and drawing up a sufficient budget of venn diagrams for each family of propositions.  The case for 3 variables is exemplary enough for a start.

    Linear Propositions

    The linear propositions, may be written as sums:

    One thing to keep in mind about these sums is that the values in are added “modulo 2”, that is, in such a way that

    In a universe of discourse based on three boolean variables, the linear propositions take the shapes shown in Figure 8.


    At the top is the venn diagram for the linear proposition of rank 3, which may be expressed by any one of the following three forms.

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

    Next are the three linear propositions of rank 1, which are none other than the three basic propositions,

    At the bottom is the linear proposition of rank 0, the everywhere false proposition or the constant function, which may be expressed by the form or by a simple

    Resources

    cc: Academia.eduCyberneticsStructural ModelingSystems Science
    cc: Conceptual GraphsLaws of FormMathstodonResearch Gate

    #Amphecks #Animata #BooleanAlgebra #BooleanFunctions #CSPeirce #CactusGraphs #CategoryTheory #Change #Cybernetics #DifferentialAnalyticTuringAutomata #DifferentialCalculus #DifferentialLogic #DiscreteDynamics #EquationalInference #FunctionalLogic #GraphTheory #Hologrammautomaton #IndicatorFunctions #InquiryDrivenSystems #Leibniz #Logic #LogicalGraphs #Mathematics #MinimalNegationOperators #PropositionalCalculus #Time #Topology #Visualization

  11. Transformations of Logical Graphs • Discussion 1
    inquiryintoinquiry.com/2024/05

    Re: Laws of Form
    groups.io/g/lawsofform/topic/t

    Mauro Bertani
    groups.io/g/lawsofform/message

    Dear Mauro,

    The couple of pages linked below give the clearest and quickest introduction I've been able to manage so far when it comes to the elements of logical graphs, at least, in the way I've come to understand them. The first page gives a lot of detail by way of motivation and computational implementation, so you could easily put that off till you feel a need for it. The second page lays out the precise axioms or initials I use — the first algebraic axiom varies a bit from Spencer Brown for a better fit with C.S. Peirce — and also shows the parallels between the dual interpretations.

    Logical Graphs • First Impressions
    inquiryintoinquiry.com/2023/08

    Logical Graphs • Formal Development
    inquiryintoinquiry.com/2023/09

    Additional Resources —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Survey of Animated Logical Graphs
    inquiryintoinquiry.com/2024/03

    Survey of Semiotics, Semiosis, Sign Relations
    inquiryintoinquiry.com/2024/01

    #Peirce #Logic #LogicalGraphs #EntitativeGraphs #ExistentialGraphs
    #SpencerBrown #LawsOfForm #BooleanFunctions #PropositionalCalculus
    #CactusSyntax #MinimalNegationOperators #MathematicalDuality #Form

  12. Mathematical Duality in Logical Graphs • 1.2
    inquiryintoinquiry.com/2024/05

    It was in this context that Peirce's systems of logical graphs developed, issuing in dual interpretations of the same formal axioms which Peirce referred to as “entitative graphs” and “existential graphs”, respectively. He developed only the existential interpretation to any great extent, since the extension from propositional to relational calculus appeared more natural in that case, but whether there is any logical or mathematical reason for the symmetry to break at that point is a good question for further research.

    Resources —

    Duality Indicating Unity
    inquiryintoinquiry.com/2013/01

    C.S. Peirce • Logic of Number
    inquiryintoinquiry.com/2012/09

    C.S. Peirce • Syllabus • Selection 1
    inquiryintoinquiry.com/2014/08

    References —

    • Peirce, C.S., [Logic of Number — Le Fevre] (MS 229), in Carolyn Eisele (ed., 1976), The New Elements of Mathematics by Charles S. Peirce, vol. 2, 592–595.

    • Spencer Brown, G. (1969), Laws of Form, George Allen and Unwin, London, UK.

    #Peirce #Logic #LogicalGraphs #EntitativeGraphs #ExistentialGraphs
    #SpencerBrown #LawsOfForm #BooleanFunctions #PropositionalCalculus
    #CactusSyntax #MinimalNegationOperators #MathematicalDuality #Form

  13. Mathematical Duality in Logical Graphs • 1.1
    inquiryintoinquiry.com/2024/05

    “All other sciences without exception depend upon the principles of mathematics; and mathematics borrows nothing from them but hints.”

    — C.S. Peirce • “Logic of Number”

    “A principal intention of this essay is to separate what are known as algebras of logic from the subject of logic, and to re‑align them with mathematics.”

    — G. Spencer Brown • “Laws of Form”

    The duality between entitative and existential interpretations of logical graphs tells us something important about the relation between logic and mathematics. It tells us the mathematical forms giving structure to reasoning are deeper and more abstract at once than their logical interpretations.

    A formal duality points to a more encompassing unity, founding a calculus of forms whose expressions can be read in alternate ways by switching the meanings assigned to a pair of primitive terms. Spencer Brown's mathematical approach to “Laws of Form” and the whole of Peirce's work on the mathematics of logic shows both thinkers were deeply aware of this principle.

    Peirce explored a variety of dualities in logic which he treated on analogy with the dualities in projective geometry. This gave rise to formal systems where the initial constants, and thus their geometric and graph‑theoretic representations, had no uniquely fixed meanings but could be given dual interpretations in logic.

    #Peirce #Logic #LogicalGraphs #EntitativeGraphs #ExistentialGraphs
    #SpencerBrown #LawsOfForm #BooleanFunctions #PropositionalCalculus
    #CactusSyntax #MinimalNegationOperators #MathematicalDuality #Form

  14. Operator Variables in Logical Graphs • Discussion 1
    inquiryintoinquiry.com/2024/04

    Re: Operator Variables in Logical Graphs • 1
    inquiryintoinquiry.com/2024/04

    Re: Academia.edu • Stephen Duplantier
    academia.edu/community/Lxn1Ww?

    SD:
    ❝The best way for me to read Peirce is as if he was writing poetry. So if his algebra is poetry — I imagine him approving of the approach since he taught me abduction in the first place — there is room to wander. With this, I venture the idea that his “wide field” is a local algebraic geography far from the tended garden. There, where weeds and wild things grow and hybridize are the non‑dichotomic mathematics.❞

    Stephen,

    “Abdeuces Are Wild”, as they say, maybe not today, maybe not tomorrow, but soon …

    As far as my own guess, and a lot of my wandering in pursuit of it goes, I'd venture Peirce's field of vision opens up not so much from dichotomic to trichotomic domains of value as from dyadic to triadic relations, and all that with particular significance into the medium of reflection afforded by triadic sign relations.

    Resources —

    Logic Syllabus
    inquiryintoinquiry.com/logic-s

    Semeiotic
    oeis.org/wiki/Semeiotic

    Sign Relations
    oeis.org/wiki/Sign_relation

    Triadic Relations
    oeis.org/wiki/Triadic_relation

    #Peirce #Logic #LogicalGraphs #EntitativeGraphs #ExistentialGraphs
    #SpencerBrown #LawsOfForm #BooleanFunctions #PropositionalCalculus
    #CactusSyntax #MinimalNegationOperators #LogicalOperatorVariables

  15. Operator Variables in Logical Graphs • 1.2
    inquiryintoinquiry.com/2024/04

    Consider De Morgan's rules:

    • ¬(A ∧ B) = ¬A ∨ ¬B

    • ¬(A ∨ B) = ¬A ∧ ¬B

    The common form exhibited by the two rules could be captured in a single formula by taking “o₁” and “o₂” as variable names ranging over a family of logical operators, then asking what substitutions for o₁ and o₂ would satisfy the following equation.

    • ¬(A o₁ B) = ¬A o₂ ¬B

    We already know two solutions to this “operator equation”, namely, (o₁, o₂) = (∧, ∨) and (o₁, o₂) = (∨, ∧). Wouldn't it be just like Peirce to ask if there are others?

    Having broached the subject of “logical operator variables”, I will leave it for now in the same way Peirce himself did:

    ❝I shall not further enlarge upon this matter at this point, although the conception mentioned opens a wide field; because it cannot be set in its proper light without overstepping the limits of dichotomic mathematics.❞ (Peirce, CP 4.306).

    Further exploration of operator variables and operator invariants treads on grounds traditionally known as second intentional logic and “opens a wide field”, as Peirce says. For now, however, I will tend to that corner of the field where our garden variety logical graphs grow, observing the ways in which operative variations and operative themes naturally develop on those grounds.

    #Peirce #Logic #LogicalGraphs #EntitativeGraphs #ExistentialGraphs
    #SpencerBrown #LawsOfForm #BooleanFunctions #PropositionalCalculus
    #CactusSyntax #MinimalNegationOperators #LogicalOperatorVariables

  16. Operator Variables in Logical Graphs • 1.1
    inquiryintoinquiry.com/2024/04

    In lieu of a field study requirement for my bachelor's degree I spent two years in various state and university libraries reading everything I could find by and about Peirce, poring most memorably through reels of microfilmed Peirce manuscripts Michigan State had at the time, all in trying to track down some hint of a clue to a puzzling passage in Peirce's “Simplest Mathematics”, most acutely coming to a head with that bizarre line of type at CP 4.306, which the editors of Peirce's “Collected Papers”, no doubt compromised by the typographer's reluctance to cut new symbols, transmogrified into a script more cryptic than even the manuscript's original hieroglyphic.

    I found one key to the mystery in Peirce's use of “operator variables”, which he and his students Christine Ladd‑Franklin and O.H. Mitchell explored in depth. I will shortly discuss that theme as it affects logical graphs but it may be useful to give a shorter and sweeter explanation of how the basic idea typically arises in common logical practice.

    #Peirce #Logic #LogicalGraphs #EntitativeGraphs #ExistentialGraphs
    #SpencerBrown #LawsOfForm #BooleanFunctions #PropositionalCalculus
    #CactusSyntax #MinimalNegationOperators #LogicalOperatorVariables

  17. Survey of Differential Logic • 7
    inquiryintoinquiry.com/2024/02

    This is a Survey of work in progress on Differential Logic, resources under development toward a more systematic treatment.

    Differential logic is the component of logic whose object is the description of variation — the aspects of change, difference, distribution, and diversity — in universes of discourse subject to logical description. A definition as broad as that naturally incorporates any study of variation by way of mathematical models, but differential logic is especially charged with the qualitative aspects of variation pervading or preceding quantitative models. To the extent a logical inquiry makes use of a formal system, its differential component treats the use of a differential logical calculus — a formal system with the expressive capacity to describe change and diversity in logical universes of discourse.

    Please follow the above link for the full set of resources.
    Articles and blog series on the core ideas are linked below.

    Differential Logic • The Logic of Change and Difference
    inquiryintoinquiry.com/2023/08

    Differential Propositional Calculus
    inquiryintoinquiry.com/2023/11
    oeis.org/wiki/Differential_Pro

    Differential Logic
    inquiryintoinquiry.com/2020/03
    oeis.org/wiki/Differential_Log

    Differential Logic and Dynamic Systems
    inquiryintoinquiry.com/2023/03
    oeis.org/wiki/Differential_Log

    #Peirce #Logic #LogicalGraphs #DifferentialLogic #DynamicSystems
    #BooleanFunctions #BooleanDifferenceCalculus #QualitativePhysics
    #CactusCalculus #MinimalNegationOperators #NeuralNetworkSystems
    #CalculusOfLogicalDifferences

  18. Survey of Differential Logic • 6
    inquiryintoinquiry.com/2023/11

    This is a Survey of work in progress on Differential Logic, resources under development toward a more systematic treatment.

    Differential logic is the component of logic whose object is the description of variation — the aspects of change, difference, distribution, and diversity — in universes of discourse subject to logical description. A definition as broad as that naturally incorporates any study of variation by way of mathematical models, but differential logic is especially charged with the qualitative aspects of variation pervading or preceding quantitative models. To the extent a logical inquiry makes use of a formal system, its differential component treats the use of a differential logical calculus — a formal system with the expressive capacity to describe change and diversity in logical universes of discourse.

    Please follow the above link for the full set of resources.
    Articles and blog series on the core ideas are linked below.

    Differential Logic • The Logic of Change and Difference
    inquiryintoinquiry.com/2023/08

    Differential Propositional Calculus
    inquiryintoinquiry.com/2023/11

    Differential Logic
    inquiryintoinquiry.com/2020/03

    Differential Logic and Dynamic Systems
    inquiryintoinquiry.com/2023/03

    cc: academia.edu/community/lQX66L

    #Peirce #Logic #LogicalGraphs #DifferentialLogic #DynamicSystems
    #BooleanFunctions #BooleanDifferenceCalculus #QualitativePhysics
    #CactusCalculus #MinimalNegationOperators #NeuralNetworkSystems
    #CalculusOfLogicalDifferences

  19. Differential Logic • The Logic of Change and Difference
    inquiryintoinquiry.com/2023/08

    Differential logic is the logic of variation — the logic of change and difference.

    Differential logic is the component of logic whose object is the description of variation, for example, the aspects of change, difference, distribution, and diversity, in universes of discourse subject to qualitative logical description. In its formalization, differential logic treats the principles governing the use of a “differential logical calculus”, in other words, a formal system with the expressive capacity to describe change and diversity in logical universes of discourse.

    A simple case of a differential logical calculus is furnished by a differential propositional calculus. This augments ordinary propositional calculus in the same way the differential calculus of Leibniz and Newton augments the analytic geometry of Descartes.

    Resources —

    Differential Logic
    oeis.org/wiki/Differential_Log
    • Part 1 ( oeis.org/wiki/Differential_Log )
    • Part 2 ( oeis.org/wiki/Differential_Log )
    • Part 3 ( oeis.org/wiki/Differential_Log )

    Differential Propositional Calculus
    oeis.org/wiki/Differential_Pro
    • Part 1 ( oeis.org/wiki/Differential_Pro )
    • Part 2 ( oeis.org/wiki/Differential_Pro )

    Differential Logic and Dynamic Systems
    oeis.org/wiki/Differential_Log
    • Part 1 ( oeis.org/wiki/Differential_Log )
    • Part 2 ( oeis.org/wiki/Differential_Log )
    • Part 3 ( oeis.org/wiki/Differential_Log )
    • Part 4 ( oeis.org/wiki/Differential_Log )
    • Part 5 ( oeis.org/wiki/Differential_Log )

    #Peirce #Logic #LogicalGraphs #DifferentialLogic #DiscreteDynamicalSystems
    #Leibniz #BooleanFunctions #BooleanDifferenceCalculus #QualitativeDynamics
    #DifferentialPropositions #MinimalNegationOperators #NeuralNetworkSystems

  20. Survey of Differential Logic • 5
    inquiryintoinquiry.com/2023/04

    This is a Survey of work in progress on Differential Logic, resources under development toward a more systematic treatment.

    Differential logic is the component of logic whose object is the description of variation — the aspects of change, difference, distribution, and diversity — in universes of discourse subject to logical description. A definition as broad as that naturally incorporates any study of variation by way of mathematical models, but differential logic is especially charged with the qualitative aspects of variation pervading or preceding quantitative models. To the extent a logical inquiry makes use of a formal system, its differential component treats the use of a differential logical calculus — a formal system with the expressive capacity to describe change and diversity in logical universes of discourse.

    Please follow the above link for the full set of resources.
    Articles and blog series on the core ideas are linked below.

    Differential Propositional Calculus
    oeis.org/wiki/Differential_Pro
    1 oeis.org/wiki/Differential_Pro
    2 oeis.org/wiki/Differential_Pro
    inquiryintoinquiry.com/2020/02

    Differential Logic
    oeis.org/wiki/Differential_Log
    1 oeis.org/wiki/Differential_Log
    2 oeis.org/wiki/Differential_Log
    3 oeis.org/wiki/Differential_Log
    inquiryintoinquiry.com/2020/03

    Differential Logic and Dynamic Systems
    oeis.org/wiki/Differential_Log
    1 oeis.org/wiki/Differential_Log
    2 oeis.org/wiki/Differential_Log
    3 oeis.org/wiki/Differential_Log
    4 oeis.org/wiki/Differential_Log
    5 oeis.org/wiki/Differential_Log
    inquiryintoinquiry.com/2023/03

    #Peirce #Logic #LogicalGraphs #DifferentialLogic #DynamicSystems
    #BooleanFunctions #BooleanDifferenceCalculus #QualitativePhysics
    #CactusCalculus #MinimalNegationOperators #NeuralNetworkSystems

  21. Differential Logic and Dynamic Systems • Review and Transition 1
    oeis.org/wiki/Differential_Log

    This note continues a previous discussion on the problem of dealing with change and diversity in logic-based intelligent systems. It is useful to begin by summarizing essential material from previous reports.

    Table 1 outlines a notation for propositional calculus based on two types of logical connectives, both of variable \(k\)-ary scope.

    • A bracketed list of propositional expressions in the form \(\texttt{(} e_1 \texttt{,} e_2 \texttt{,} \ldots \texttt{,} e_{k-1} \texttt{,} e_k \texttt{)}\) indicates that exactly one of the propositions \(e_1, e_2, \ldots, e_{k-1}, e_k\) is false.

    • A concatenation of propositional expressions in the form \(e_1 ~ e_2 ~ \ldots ~ e_{k-1} ~ e_k\) indicates that all of the propositions \(e_1, e_2, \ldots, e_{k-1}, e_k\) are true, in other words, that their logical conjunction is true.

    All other propositional connectives can be obtained in a very efficient style of representation through combinations of these two forms. Strictly speaking, the concatenation form is dispensable in light of the bracketed form but it is convenient to maintain it as an abbreviation of more complicated bracket expressions.

    #Peirce #Logic #LogicalGraphs #DifferentialLogic #DynamicSystems
    #BooleanFunctions #BooleanDifferenceCalculus #QualitativeChange
    #MinimalNegationOperators #NeuralNetworkSystems #Semiotics

  22. Differential Logic and Dynamic Systems • Overview
    inquiryintoinquiry.com/2023/03
    oeis.org/wiki/Differential_Log

    ❝Stand and unfold yourself.❞
    — Hamlet • Francisco • 1.1.2

    In modeling intelligent systems, whether we are trying to understand a natural system or engineer an artificial system, there has long been a tension or trade-off between dynamic paradigms and symbolic paradigms. Dynamic models take their cue from physics, using quantitative measures and differential equations to model the evolution of a system’s state through time. Symbolic models use logical methods to describe systems and their agents in qualitative terms, deriving logical consequences of a system’s description or an agent’s state of information. Logic-based systems have tended to be static in character, largely because we have lacked a proper logical analogue of differential calculus. The work laid out in this report is intended to address that lack.

    This article develops a differential extension of propositional calculus and applies it to the analysis of dynamic systems whose states are described in qualitative logical terms. The work pursued here is coordinated with a parallel application focusing on neural network systems but the dependencies are arranged to make the present article the main and the more self-contained work, to serve as a conceptual frame and a technical background for the network project.

    #Peirce #Logic #LogicalGraphs #DifferentialLogic #DynamicSystems
    #BooleanFunctions #BooleanDifferenceCalculus #QualitativeChange
    #MinimalNegationOperators #NeuralNetworkSystems #Semiotics

  23. @xameer

    Cf. #DifferentialLogic • Discussion 3
    inquiryintoinquiry.com/2020/06

    #Physics once had a #FrameProblem (#Complexity of #DynamicUpdating) long before #AI did but physics learned to reduce complexity through the use of #DifferentialEquations and #GroupSymmetries (combined in #LieGroups). One of the promising features of #MinimalNegationOperators is their relationship to #DifferentialOperators. So I’ve been looking into that. Here’s a link, a bit in medias res, but what I’ve got for now.

  24. @bblfish @hochstenbach @josd

    Here's the skinny on #MinimalNegationOperators

    mathstodon.xyz/@Inquiry/109806

    Minimal negation operators are a family of logical operators or #BooleanFunctions \(\nu(),\ \nu(x),\ \nu(x,y),\ \nu(x,y,z),\) etc.

    In the so-called #ExistentialInterpretation of the brand of #LogicalGraphs I'll be using, \(\nu(x_1, \ldots, x_k)\) says exactly one of the \(x_i\) is equal to \(0\), that is, false.

  25. @hochstenbach @josd

    A program I worked on all through the 80s implemented a propositional modeler based on #Peirce's #LogicalGraphs, improving the efficiency of the Alpha level through the use of #MinimalNegationOperators. There's a collection of articles, blog posts, and group discussions about that linked on the following page.

    #ThemeOneProgram#SurveyPage
    inquiryintoinquiry.com/2022/06