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Titlebook: Algebraic Methodology and Software Technology; 6th International Co Michael Johnson Conference proceedings 1997 Springer-Verlag Berlin Heid

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Deep Learning in Machine Translation,point arithmetic seem good targets for formal verification using a mechanical theorem prover. We discuss some of the general issues that arise in verifications of this class, and then present a machine-checked verification of an algorithm for computing the exponential function in IEEE-754 standard b
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Deep Learning in Knowledge Graph, PVS is used. General PVS theories are developed to deal with timing and failures. As a characteristic example, we verify a processor-group membership protocol, dealing with a dynamically changing network of processors and reasoning in terms of local clocks. Further we show some basic theories for t
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Siqi Bao,Pei Wang,Albert C. S. ChungWe define a hierarchy of compositional formal semantics of algebraic polynomial systems over .-algebras by abstract interpretation. This generalizes classical formal language theoretical results and contextfree grammar flow-analysis algorithms in the same uniform framework of universal algebra and abstract interpretation.
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Abstract interpretation of algebraic polynomial systems (Extended abstract),We define a hierarchy of compositional formal semantics of algebraic polynomial systems over .-algebras by abstract interpretation. This generalizes classical formal language theoretical results and contextfree grammar flow-analysis algorithms in the same uniform framework of universal algebra and abstract interpretation.
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