On the Update Operation in Skew Lattices

In this paper we determine the complexity of a broad class of problems that extends the temporal constraint satisfaction problems. To be more precise we study the problems Poset-SAT($\Phi$), where $\Phi$ is a given set of quantifier-free $\leq$-formulas. An instance of Poset-SAT($\Phi$) consists of finitely many variables $x_1,\ldots,x_n$ and formulas $\phi_i(x_{i_1},\ldots,x_{i_k})$ with $\phi_i \in \Phi$; the question is whether this input is satisfied by any partial order on $x_1,\ldots,x_n$ or not. We show that every such problem is NP-complete or can be solved in polynomial time, depending on $\Phi$. All Poset-SAT problems can be formalized as constraint satisfaction problems on reducts of the random partial order. We use model-theoretic concepts and techniques from universal algebra to study these reducts. In the course of this analysis we establish a dichotomy that we believe is of independent interest in universal algebra and model theory.

[1]  Johan Anthory Willem Kamp,et al.  Tense logic and the theory of linear order , 1968 .

[2]  Jaakko Hintikka,et al.  Inquiry as Inquiry: A Logic of Scientific Discovery , 1999 .

[3]  Osman Hasan,et al.  Formal Analysis of Linear Control Systems Using Theorem Proving , 2017, ICFEM.

[4]  Michael Pinsker,et al.  A new operation on partially ordered sets , 2013, J. Comb. Theory, Ser. A.

[5]  Greg Restall,et al.  Multiple Conclusions , 2004 .

[6]  Ronald N. Bracewell,et al.  The Fourier Transform and Its Applications , 1966 .

[7]  Osman Hasan,et al.  Formally Verifying Transfer Functions of Linear Analog Circuits , 2017, IEEE Design & Test.

[8]  Thomas A. Henzinger,et al.  Logics and Models of Real Time: A Survey , 1991, REX Workshop.

[9]  Wilfrid Hodges,et al.  A Shorter Model Theory , 1997 .

[10]  Jiří Rachůnek,et al.  A non-commutative generalization of MV-algebras , 2002 .

[11]  Nissim Francez,et al.  Views of proof-theoretic semantics: reified proof-theoretic meanings , 2016, J. Log. Comput..

[12]  Arthur N. Prior,et al.  The Runabout Inference-Ticket , 1960 .

[13]  Igor Podlubny,et al.  The Laplace Transform Method for Linear Differential Equations of the Fractional Order , 1997, funct-an/9710005.

[14]  John Harrison,et al.  The HOL Light Theory of Euclidean Space , 2012, Journal of Automated Reasoning.

[15]  Natasha Alechina,et al.  Qualitative Spatial Logics for Buffered Geometries , 2016, J. Artif. Intell. Res..

[16]  Roy Dyckhoff,et al.  Some Remarks on Proof-Theoretic Semantics , 2016, Advances in Proof-Theoretic Semantics.

[17]  A. Plutynski,et al.  Four Problems of Abduction: A Brief History , 2011, HOPOS: The Journal of the International Society for the History of Philosophy of Science.

[18]  Stephen Read,et al.  Harmony and Autonomy in Classical Logic , 2000, J. Philos. Log..

[19]  E. Normand Single-event effects in avionics , 1996 .

[20]  B. Böck Die Babylonisch-Assyrische Morphoskopie , 2003 .

[21]  A. M. W. Glass,et al.  Partially Ordered Groups , 1999 .

[22]  Michael Pinsker,et al.  Decidability of Definability , 2010, 2011 IEEE 26th Annual Symposium on Logic in Computer Science.

[23]  Xin-She Yang Mathematical modeling with multidisciplinary applications , 2013 .

[24]  Ronald D. Schrimpf,et al.  Radiation Effects And Soft Errors In Integrated Circuits And Electronic Devices , 2004 .

[25]  C. Peirce,et al.  Collected Papers of Charles Sanders Peirce , 1936, Nature.

[26]  DANIELE MUNDICI,et al.  Averaging the truth-value in Łukasiewicz logic , 1995, Stud Logica.

[27]  K. Goodearl Partially ordered abelian groups with interpolation , 1986 .

[28]  A. Dvurečenskij,et al.  On pseudo MV-algebras , 2001, Soft Comput..

[29]  Seunghwan Lee,et al.  Reasoning about Uncertainty in Metric Spaces , 2006, UAI.

[30]  Christos A. Papachristou,et al.  Soft delay error effects in CMOS combinational circuits , 2004, 22nd IEEE VLSI Test Symposium, 2004. Proceedings..

[31]  Michael H. G. Hoffmann,et al.  "Theoric Transformations" and a New Classification of Abductive Inferences , 2011 .

[32]  Oliver Kutz,et al.  Notes on Logics of Metric Spaces , 2007, Stud Logica.

[33]  A. Oppenheim,et al.  Ancient Mesopotamia: portrait of a dead civilization , 1964 .

[34]  Frank Wolter,et al.  Logics of metric spaces , 2003, TOCL.

[35]  Selahattin Sayil,et al.  Single-Event Coupling Soft Errors in Nanoscale CMOS Circuits , 2013, IEEE Design & Test.

[36]  Leslie Lamport,et al.  The mutual exclusion problem: part I—a theory of interprocess communication , 1986, JACM.

[37]  Anatolij Dvurecenskij,et al.  States on Pseudo MV-Algebras , 2001, Stud Logica.

[38]  Michael Dummett,et al.  The logical basis of metaphysics , 1991 .

[39]  Selahattin Sayil,et al.  Precise estimation of crosstalk in multiline circuits , 2007 .

[40]  Karin Cvetko-Vah,et al.  Skew lattices and binary operations on functions , 2013, J. Appl. Log..

[41]  Michael Pinsker,et al.  Reducts of Ramsey structures , 2011, AMS-ASL Joint Special Session.

[42]  Simon Thomas,et al.  Reducts of the random graph , 1991, Journal of Symbolic Logic.

[43]  Tomás Kroupa,et al.  Every state on semisimple MV-algebra is integral , 2006, Fuzzy Sets Syst..

[44]  Ian I. Mitroff,et al.  Inquiry on Inquiry , 2006 .

[45]  Markham J. Geller,et al.  Ancient Babylonian medicine : theory and practice , 2010 .

[46]  Natasha Alechina,et al.  The Logic of NEAR and FAR , 2013, COSIT.

[47]  Frank Buntinx,et al.  The evidence base of clinical diagnosis , 2008 .

[48]  D. Mundici Interpretation of AF -algebras in ukasiewicz sentential calculus , 1986 .

[49]  Selahattin Sayil Soft Error Mechanisms, Modeling and Mitigation , 2016 .

[50]  Jan Kühr,et al.  De Finetti theorem and Borel states in [0, 1]-valued algebraic logic , 2007, Int. J. Approx. Reason..

[51]  Umair Siddique,et al.  Formal reasoning about systems biology using theorem proving , 2017, PloS one.

[52]  J. Reggia,et al.  Abductive Inference Models for Diagnostic Problem-Solving , 1990, Symbolic Computation.

[53]  D. Mundici Advanced Łukasiewicz calculus and MV-algebras , 2011 .

[54]  W. T. Trotter,et al.  Graphs and Orders in Ramsey Theory and in Dimension Theory , 1985 .

[55]  Kôsaku Yosida,et al.  29. On Vector Lattice with a Unit , 1941 .

[56]  Manuel Bodirsky,et al.  Complexity Classification in Infinite-Domain Constraint Satisfaction , 2012, ArXiv.

[57]  Michael Pinsker,et al.  Minimal functions on the random graph , 2010 .

[58]  Dag Prawitz,et al.  The Fundamental Problem of General Proof Theory , 2019, Stud Logica.

[59]  J. Scurlock Sourcebook for Ancient Mesopotamian Medicine , 2014 .

[60]  Manuel Bodirsky,et al.  Maximal infinite-valued constraint languages , 2009, Theor. Comput. Sci..

[61]  Tomás Feder,et al.  The Computational Structure of Monotone Monadic SNP and Constraint Satisfaction: A Study through Datalog and Group Theory , 1999, SIAM J. Comput..

[62]  John Harrison,et al.  HOL Light: A Tutorial Introduction , 1996, FMCAD.

[63]  Michael Pinsker,et al.  Reducts of the random partial order , 2011, 1111.7109.

[64]  Lorenzo Magnani,et al.  Abductive Cognition - The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning , 2009, Cognitive Systems Monographs.

[65]  Jonathan Leech The geometric structure of skew lattices , 1993 .

[66]  Martina Fedel,et al.  Non-standard probability, coherence and conditional probability on many-valued events , 2013, Int. J. Approx. Reason..

[67]  Karin Cvetko-Vah Internal Decompositions of Skew Lattices , 2006 .

[68]  Manuel Bodirsky,et al.  The Core of a Countably Categorical Structure , 2005, STACS.

[69]  John Harrison,et al.  A HOL Theory of Euclidean Space , 2005, TPHOLs.

[70]  H. Hunger,et al.  Spätbabylonische Texte aus Uruk , 1976 .

[71]  P. Cameron Transitivity of permutation groups on unordered sets , 1976 .

[72]  Osman Hasan,et al.  Formalization of Laplace Transform Using the Multivariable Calculus Theory of HOL-Light , 2013, LPAR.

[73]  Thomas J. Schaefer,et al.  The complexity of satisfiability problems , 1978, STOC.

[74]  Libor Barto,et al.  The algebraic dichotomy conjecture for infinite domain Constraint Satisfaction Problems , 2016, 2016 31st Annual ACM/IEEE Symposium on Logic in Computer Science (LICS).

[75]  Osman Hasan,et al.  On the Formalization of Fourier Transform in Higher-order Logic , 2016, ITP.

[76]  D. Chiffi,et al.  Medical and nursing diagnoses: a critical comparison. , 2015, Journal of evaluation in clinical practice.

[77]  Jonathan Leech,et al.  Normal skew lattices , 1992 .

[78]  Dov M. Gabbay,et al.  The Reach of Abduction , 2005 .

[79]  Roman. Matuszewski,et al.  From insight to proof : Festschrift in honour of Andrzej Trybulec , 2007 .

[80]  James B. Freeman,et al.  Errors of Reasoning. Naturalizing the Logic of Inference , 2013 .

[81]  Jonathan Leech,et al.  Skew lattices in rings , 1989 .

[82]  F. Gzil Introduction à l'étude de la médecine expérimentale , 2008 .

[83]  Umair Siddique,et al.  Formal Verification of Platoon Control Strategies , 2018, SEFM.

[84]  Zoran Ognjanovic,et al.  A Logic with Coherent Conditional Probabilities , 2005, ECSQARU.

[85]  B. Andersen,et al.  Diagnoses in Assyrian and Babylonian Medicine , 2017 .

[86]  A. M. Cohen Numerical Methods for Laplace Transform Inversion , 2007 .

[87]  Michael Gabbay,et al.  Bilateralism does not provide a proof theoretic treatment of classical logic (for technical reasons) , 2017, J. Appl. Log..

[88]  M. Stol,et al.  Magic and Rationality in Ancient Near Eastern and Graeco-Roman Medicine , 2004 .

[89]  Peter Jeavons,et al.  On the Algebraic Structure of Combinatorial Problems , 1998, Theor. Comput. Sci..

[90]  Osman Hasan,et al.  Formalization of Transform Methods Using HOL Light , 2017, CICM.

[91]  Manuel Bodirsky,et al.  The complexity of temporal constraint satisfaction problems , 2010, JACM.

[92]  John Harrison,et al.  HOL Light: An Overview , 2009, TPHOLs.

[93]  J. Cooper Riesz spaces , 2012 .

[94]  João Pita Costa,et al.  On the coset laws for skew lattices , 2011 .

[95]  Jon Williamson,et al.  Abduction, Reason, and Science: Processes of Discovery and Explanation , 2003 .

[96]  Petr Hájek,et al.  Fuzzy Logics with Noncommutative Conjuctions , 2003, J. Log. Comput..

[97]  Matthieu Fontaine,et al.  Argumentation and Abduction in Dialogical Logic , 2017 .

[98]  Barnaby Martin,et al.  Constraint satisfaction problems for reducts of homogeneous graphs , 2016, ICALP.

[99]  Michael Pinsker,et al.  Schaefer's Theorem for Graphs , 2015, J. ACM.

[100]  M. Geller Ancient Babylonian Medicine , 2010 .

[101]  Nitakshi Goyal,et al.  General Topology-I , 2017 .

[102]  Peter Jonsson,et al.  Point algebras for temporal reasoning: Algorithms and complexity , 2003, Artif. Intell..

[103]  R. Labat Traité akkadien de diagnostics et pronostics médicaux , 1951 .

[104]  J. Schwartz,et al.  Linear Operators. Part I: General Theory. , 1960 .

[105]  Atocha Aliseda,et al.  Abductive Reasoning: Logical Investigations into Discovery and Explanation , 2006 .

[106]  D. Prawitz Ideas and Results in Proof Theory , 1971 .

[107]  J. M. Sasson REVUE D ' ASSYRIOLOGIE ET D ' ARCHEOLOGIE ORIENTALE , 2022 .

[108]  Kerstin Vogler,et al.  Algebraic Foundations Of Many Valued Reasoning , 2016 .

[109]  Manuel Bodirsky,et al.  The Complexity of Equality Constraint Languages , 2006, Theory of Computing Systems.

[110]  E. Normand,et al.  Single event upsets in implantable cardioverter defibrillators , 1998 .

[111]  Lorenzo Magnani,et al.  Naturalizing logic: Errors of reasoning vindicated: Logic reapproaches cognitive science , 2015, J. Appl. Log..

[112]  L. Fuchs Partially Ordered Algebraic Systems , 2011 .

[113]  João Pita Costa,et al.  Flat coset decompositions of skew lattices , 2014, 1406.2510.

[114]  A. Dvurecenskij Pseudo MV-algebras are intervals in ℓ-groups , 2002, Journal of the Australian Mathematical Society.

[115]  Frank D. Anger,et al.  On Lamport's interprocessor communication model , 1989, TOPL.

[116]  Giovanni Panti Invariant Measures in Free MV-Algebras , 2005, math/0508445.

[117]  Woosuk Park,et al.  On classifying abduction , 2015, J. Appl. Log..

[118]  A. Balasubramanian,et al.  Crosstalk Effects Caused by Single Event Hits in Deep Sub-Micron CMOS Technologies , 2006, IEEE Transactions on Nuclear Science.

[119]  Ramon Jansana,et al.  Some Logics Related to von Wright's Logic of Place , 1994, Notre Dame J. Formal Log..

[120]  Julia,et al.  Vector-valued Laplace Transforms and Cauchy Problems , 2011 .

[121]  Osamu Fujita,et al.  Metrics based on average distance between sets , 2011, Japan Journal of Industrial and Applied Mathematics.

[122]  Leslie Lamport,et al.  Time, clocks, and the ordering of events in a distributed system , 1978, CACM.

[123]  Peter Jonsson,et al.  The Complexity of Phylogeny Constraint Satisfaction Problems , 2015, ACM Trans. Comput. Log..

[124]  Peter Jonsson,et al.  The Complexity of Phylogeny Constraint Satisfaction , 2016, STACS.

[125]  Jonathan Leech,et al.  Skew Boolean algebras and discriminator varieties , 1995 .

[126]  C. Chang,et al.  Algebraic analysis of many valued logics , 1958 .

[127]  Vicente Montesinos,et al.  An Introduction to Modern Analysis , 2015 .

[128]  Gerhard Schurz,et al.  Patterns of abduction , 2008, Synthese.

[129]  J. Simon,et al.  The Routledge Companion to Philosophy of Medicine , 2016 .

[130]  J. Schiff The Laplace Transform: Theory and Applications , 1999 .

[131]  Lorenzo Magnani,et al.  The Abductive Structure of Scientific Creativity - An Essay on the Ecology of Cognition , 2017, Studies in Applied Philosophy, Epistemology and Rational Ethics.

[132]  Michael Pinsker,et al.  Algebraic and model theoretic methods in constraint satisfaction , 2015, ArXiv.

[133]  H. J. Ribeiro,et al.  Systematic approaches to argument by analogy , 2014 .

[134]  Antonio di Nola,et al.  Łukasiewicz logic and Riesz spaces , 2014, Soft Comput..

[135]  Manuel Bodirsky,et al.  The Complexity of Equality Constraint Languages , 2006, CSR.

[136]  Michael Pinsker,et al.  Topological Birkhoff , 2012, ArXiv.

[137]  Magda Osman,et al.  Control Systems Engineering , 2010 .

[138]  E. Alfsen Compact convex sets and boundary integrals , 1971 .

[139]  Jaroslav Nesetril,et al.  Constraint Satisfaction with Countable Homogeneous Templates , 2003, J. Log. Comput..

[140]  Nissim Francez,et al.  Bilateralism in Proof-Theoretic Semantics , 2014, J. Philos. Log..

[141]  Frank Wolter,et al.  Axiomatizing Distance Logics , 2002, J. Appl. Non Class. Logics.

[142]  M. Coleman,et al.  Viral haemorrhagic fevers in ancient Mesopotamia , 1997, Tropical medicine & international health : TM & IH.

[143]  P. Thagard,et al.  Computational Philosophy of Science , 1988 .

[144]  N. Seifert,et al.  Radiation-induced clock jitter and race , 2005, 2005 IEEE International Reliability Physics Symposium, 2005. Proceedings. 43rd Annual..

[145]  Osman Hasan,et al.  Formal Analysis of Continuous-time Systems using Fourier Transform , 2019, J. Symb. Comput..