A metaheuristic-optimized multi-output model for predicting multiple properties of pervious concrete

Junfei Zhang,Yimiao Huang,Guowei Ma,Junbo Sun,Brett Nener

Construction and Building Materials（2020）

引用 50|浏览11

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摘要

•A multi-output model was firstly applied for predicting pervious concrete properties.•A bio-inspired algorithm was modified to tune hyperparameters of the multi-output model.•A number of pervious concrete samples were prepared in laboratory to test the model.

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关键词

Pervious concrete,Permeability,Compressive strength,Support vector regression,Beetle antennae search,Multi-output

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