Towards Incremental Cylindrical Algebraic Decomposition in Maple

Alexander Cowen-Rivers, Matthew England

    Research output: Chapter in Book/Report/Conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
    38 Downloads (Pure)

    Abstract

    Cylindrical Algebraic Decomposition (CAD) is an important tool within computational real algebraic geometry, capable of solving many problems for polynomial systems over the reals. It has long been studied by the Symbolic Computation community and has found recent interest in the Satisfiability Checking community. The present report describes a proof of concept implementation of an Incremental CAD algorithm in Maple, where CADs are built and then refined as additional polynomial constraints are added. The aim is to make CAD suitable for use as a theory solver for SMT tools who search for solutions by continually reformulating logical formula and querying whether a logical solution is admissible. We describe experiments for the proof of concept, which clearly display the computational advantages compared to iterated re-computation. In addition, the project implemented this work under the recently verified Lazard projection scheme (with corresponding Lazard valuation).
    Original languageEnglish
    Title of host publicationProceedings of the 3rd International Workshop on Satisfiability Checking and Symbolic Computation
    Subtitle of host publicationSC-Square 2018
    PublisherCEUR Workshop Proceedings
    Pages3-18
    Number of pages16
    Volume2189
    Publication statusPublished - 1 Sept 2018
    EventThird International Workshop on Satisfiability Checking and Symbolic Computation 2018 - University of Oxford, Oxford, United Kingdom
    Duration: 7 Jul 20189 Jul 2018
    Conference number: 3
    http://www.sc-square.org/CSA/workshop3.html

    Conference

    ConferenceThird International Workshop on Satisfiability Checking and Symbolic Computation 2018
    Abbreviated titleSC 2018
    Country/TerritoryUnited Kingdom
    CityOxford
    Period7/07/189/07/18
    Internet address

    Bibliographical note

    CEUR Workshop Proceedings (CEUR-WS.org) is a free open-access publication service at Sun SITE Central Europe operated under the umbrella of RWTH Aachen University. CEUR-WS.org is a recognized ISSN publication series, ISSN 1613-0073.

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