Generation of an optimization model

    公开(公告)号:US11164137B2

    公开(公告)日:2021-11-02

    申请号:US15218283

    申请日:2016-07-25

    IPC分类号: G06Q10/06 G06N5/04 G06F40/56

    摘要: A method, system and computer program product for generating an optimization model. A prescriptive model including a structured set of data and instance(s) of templates of a technical and/or business prescriptive domain is received, where the instances of the templates define goals and/or constraints for the structured set of data. The business prescriptive domain extends the technical prescriptive domain defining a generic optimization problem and the business prescriptive domain defines a more specific business problem. The prescriptive model is translated into a technical prescriptive model using a set of mapping rules to translate the instance(s) of the templates of the business prescriptive domain into instance(s) of the templates of the technical prescriptive domain from which the business prescriptive domain extends. Furthermore, the technical prescriptive model is translated into an optimization model, where the optimization model is solved. An output defining a solution from the solved optimization model is then presented.

    EXPERT SYSTEM
    12.
    发明申请
    EXPERT SYSTEM 审中-公开

    公开(公告)号:US20170293870A1

    公开(公告)日:2017-10-12

    申请号:US15218221

    申请日:2016-07-25

    IPC分类号: G06Q10/06 G06Q30/02

    CPC分类号: G06Q10/067 G06Q30/0201

    摘要: A method, system and computer program product for operating an expert system. Technical prescriptive domains and business prescriptive domains containing one or more templates are accessed, where each template defines an intention, goal or constraint. Furthermore, each technical prescriptive domain defines a generic optimization problem and each business prescriptive domain extends a technical prescriptive domain and defines a more specific business problem. A structure of data is received and analyzed with the technical prescriptive domains and business prescriptive domains to identify technical and/or business prescriptive domains that match the received structure set of data in data structure and/or semantic terms. A prescriptive model from the technical or business prescriptive domain containing a selected prescriptive intention from the intention templates in the identified technical and/or business prescriptive domains that match the received structure set of data in data structure and/or semantic terms is then generated.