Frontiers of Combining Systems 13th International Symposium, FroCoS 2021, Birmingham, UK, September 8-10, 2021, Proceedings

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Main Authors Konev, Boris, Reger, Giles
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LanguageEnglish
Published Netherlands Springer Nature 2021
Springer International Publishing AG
Edition1
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ISBN3030862054
9783030862053
3030862046
9783030862046

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Author Konev, Boris
Reger, Giles
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SubjectTerms Logic, Symbolic and mathematical-Congresses
Special computer methods
Subtitle 13th International Symposium, FroCoS 2021, Birmingham, UK, September 8-10, 2021, Proceedings
TableOfContents Intro -- Preface -- Organization -- Abstracts of Invited Talk -- The Strange Career of Interpolation and Definability -- On the Unreasonable Effectiveness of SAT Solvers -- General Automation in Coq Through Modular Transformations and SMT Solving -- Forgetting and Subontology Generation for the Medical Ontology SNOMED CT -- Contents -- Calculi and Unification -- A Datalog Hammer for Supervisor Verification Conditions Modulo Simple Linear Arithmetic -- 1 Introduction -- 2 Preliminaries -- 3 The Theory of the Hammer -- 4 Two Supervisor Case Studies -- 5 Implementation and Experiments -- 6 Conclusion -- References -- Non-disjoint Combined Unification and Closure by Equational Paramodulation -- 1 Introduction -- 2 Preliminaries -- 3 Closure by Equational Paramodulation -- 4 Equational Syntacticness -- 5 Hierarchical Unification -- 6 Combination of Regular Collapse-Free Theories -- 7 Combination of Theories Closed by E-Paramodulation -- 8 Conclusion -- References -- Symbol Elimination and Applications to Parametric Entailment Problems -- 1 Introduction -- 1.1 Motivation -- 2 Local Extensions -- Hierarchical Symbol Elimination -- 2.1 Locality of Theories of Distances -- 3 Second-Order Quantifier Elimination -- 4 Checking Entailment -- 5 Conclusions -- References -- On the Copy Complexity of Width 3 Horn Constraint Systems -- 1 Introduction -- 2 Statement of Problems -- 3 Observations on Copy Complexity -- 4 Computational Complexity of the CCD Problem -- 5 Conclusion -- References -- Description Logics -- Restricted Unification in the DL FL0 -- 1 Introduction -- 2 The DL FL0 and Restrictions -- 2.1 Syntactically Restricting the Role Depth -- 2.2 Semantically Restricting the Length of Role Paths -- 3 Unification in FL0 -- 3.1 Syntactically Restricted Unification in FL0 -- 3.2 Semantically Restricted Unification in FL0 -- 4 Root-to-Frontier Tree Automata
Machine Learning -- Fast and Slow Enigmas and Parental Guidance -- 1 Introduction: The Fast and The Smart -- 1.1 Contributions -- 2 Saturation Proving and Its Guidance by ENIGMA -- 3 Cooperative Filtering: Faster and Smarter -- 3.1 Fast GNN Evaluation Using a GPU Server -- 3.2 Best of Both Worlds: GNN with GBDT Filtering -- 3.3 Parental Guidance: Pruning the Given Clause Loop -- 4 Experimental Setting and Baselines -- 4.1 Evaluation Problems and Training Data -- 4.2 Baseline ENIGMA Models -- 4.3 Training of the Parental GBDT Models -- 5 Evaluation of the New Methods -- 5.1 Speedup by Using a GPU Server -- 5.2 Evaluation of 2-Phase ENIGMA -- 5.3 Evaluation of the Parental Guidance Combined with Dlarge -- 5.4 Parental Guidance with Glarge and 3-Phase ENIGMAs -- 6 Conclusion and Examples -- References -- Vampire with a Brain Is a Good ITP Hammer -- 1 Introduction -- 2 Internal Guidance of an ATP Using Machine Learning -- 3 Neural Classification of Clause Derivations -- 3.1 A Recursive Neural Network Clause Derivation Classifier -- 3.2 Information Sources, the Conjecture, and SInE Levels -- 3.3 Training the Network -- 3.4 Implementation and the Parallel Training Setup -- 4 Experiments -- 4.1 Data Preparation -- 4.2 Training -- 4.3 Evaluation with the Prover -- 4.4 Information Source Performance Breakdown -- 4.5 Looping to Get Even Better -- 5 Conclusion -- References -- Satisfiability Modulo Theories -- Optimization Modulo Non-linear Arithmetic via Incremental Linearization -- 1 Introduction -- 2 Background -- 2.1 Optimization Modulo Theories -- 2.2 SMT(NIRA) via Incremental Linearization -- 3 Optimization Modulo Non-linear Arithmetic -- 3.1 Linear Optimization Search -- 3.2 Algorithm Improvements -- 4 Experimental Evaluation -- 5 Conclusions and Future Work -- References -- Quantifier Simplification by Unificationpg in SMT -- 1 Introduction
2 CDCL(T) and Quantifier Instantiation -- 2.1 Preliminaries -- 2.2 Preprocessing -- 2.3 Instantiation Techniques -- 3 Quantifier Simplification by Unification -- 3.1 The Core Rule -- 3.2 The Simplification Within the SMT Solver -- 3.3 Variants -- 4 Implementation -- 4.1 Indexing and Unification Without Skolemization -- 5 Evaluation -- 5.1 Baseline Comparison -- 5.2 Strategy Scheduling -- 6 Conclusion -- References -- Verification -- Algorithmic Problems in the Symbolic Approach to the Verification of Automatically Synthesized Cryptosystems -- 1 Introduction -- 1.1 Implementation -- 2 Preliminaries -- 2.1 Terms and Substitutions -- 2.2 Equational Theories -- 3 Modes of Operation -- 4 The Invertibility Problem -- 4.1 Implementation -- 5 Decision Problems for Symbolic Security -- 5.1 Undecidable Decision Problems for Block Ciphers -- 5.2 An Algorithm for Checking Symbolic Security -- 5.3 Implementation -- 6 Conclusions -- References -- Formal Analysis of Symbolic Authenticity -- 1 Introduction -- 2 Preliminaries -- 3 Formal Analysis of Symbolic Authenticity of Fixed-Length AE Schemes -- 3.1 Modelling Fixed-Length AE Schemes -- 3.2 Symbolic Authenticity for Fixed-Length AE Schemes -- 3.3 Inference system -- 4 Formal Analysis of Symbolic Authenticity of General AE Schemes -- 4.1 Modelling General AE Schemes -- 4.2 Symbolic Authenticity for General AE Schemes -- 4.3 Inference System -- 5 Conclusions and Future Work -- References -- Formal Verification of a Java Component Using the RESOLVE Framework -- 1 Introduction -- 2 Background -- 2.1 Previous Work -- 2.2 Existing BDD Implementations -- 2.3 Applications of BDDs -- 2.4 Object-Oriented and Automatic Verification -- 3 Combining Value and Reference Semantics -- 3.1 RESOLVE and Value-Based Semantics -- 3.2 RESOLVE with Object-Oriented Languages -- 4 Formal Verification of the BDD Component
5 Solving Linear Language Equations Using RFAs -- 5.1 The Syntactically Restricted Case -- 5.2 The Semantically Restricted Case -- 6 The Unification Type -- 6.1 The Semantically Restricted Case -- 6.2 The Syntactically Restricted Case -- 7 Conclusion -- References -- Combining Event Calculus and Description Logic Reasoning via Logic Programming -- 1 Introduction -- 2 Stratified Logic Programs and Model Computation -- 2.1 Possible Models -- 2.2 Fusemate Soundness and Completeness -- 3 Description Logic Interface -- 3.1 Example -- 4 Event Calculus Embedding -- 4.1 Linking Description Logic with the Event Calculus -- 4.2 Ramification Problem -- 5 Putting It All Together -- 6 Conclusions -- References -- Semantic Forgetting in Expressive Description Logics -- 1 Introduction -- 2 Getting Started -- 3 Forgetting Method -- 4 Eliminating Helper Symbols -- 5 Discussion of the Forgetting Method -- 6 Preserving Ontology Structure -- 7 Empirical Evaluation -- 8 Conclusions -- References -- Interactive Theorem Proving -- Improving Automation for Higher-Order Proof Steps -- 1 Introduction -- 2 The Difficulty of Second-Order Proofs in TLA+ -- 3 The Encoding of TLA+ into THF -- 3.1 Overview -- 3.2 Recovering Formulas -- 3.3 Arithmetic -- 3.4 Set Extensionality -- 4 Evaluation -- 4.1 Proof Simplification -- 4.2 Results -- 4.3 Discussion -- 5 Conclusion -- References -- JEFL: Joint Embedding of Formal Proof Libraries -- 1 Introduction -- 2 Previous Works and the tt Format -- 3 The Architecture of JEFL -- 3.1 Similarity Through Embedding -- 3.2 Adaptation of the tt Format in Word2Vec -- 3.3 The SGD Updates of Word2Vec -- 3.4 The fasttext Implementation of Word2Vec -- 4 Experimenting with JEFL -- 5 Comparison with Iterative Pattern-Matching -- 5.1 Advantages and Drawbacks of Iterative Pattern Matching -- 6 Conclusion -- 6.1 Limitations and Future Work -- References
4.1 Loop Invariants and Iteration -- 4.2 Reasoning Tables and Proofs -- 5 Limitation in the Component Design Pattern -- 6 Corrections to the Component -- 7 Conclusion -- References -- Author Index
Title Frontiers of Combining Systems
URI http://digital.casalini.it/9783030862053
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