An intelligent machine modelling assistant for combinatorial optimisation
An intelligent machine modelling assistant for combinatorial optimisation
批准号:
DP220101925
负责人:
Prof John Yearwood
金额:
$34.53万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2022
资助国家:
澳大利亚
项目状态:
未结题
起止时间:
2022-06-02 至 2025-06-01
中文摘要
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英文摘要
This project aims to discover key fundamental technologies for automating assistance to non-expert users in the formulation of mathematical models. Through automating the modelling of combinatorial optimization problems, this research will generate new knowledge to address the fundamental challenges of automatic mathematical modelling. This intelligent assistant will enable synthesis of new mathematical models through the utilisation of pioneering natural language processing components and novel custom-made machine-readable knowledge bases. The outcome of this research will broaden access to high-quality models by non-expert workforce and alleviate the shortage of expert mathematicians, bringing significant social and economic benefits.
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