防災計画についてのエキスパートジャッジのモデル化

書誌事項

タイトル別名
  • A MODELING OF EXPERT-JUDGEMENT ON FIRE SAFETY EVALUATION
  • ボウサイ ケイカク ニ ツイテ ノ エキスパートジャッジ ノ モデルカ
公開日
2001
DOI
  • 10.3130/aija.66.149_3
公開者
日本建築学会

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説明

The objective of this research is to construct a model to represent the expert judgment on the total safety grade of buildings. A mathematical model and an artificial intelligence model are examined if they represent the relation between nine aspects concerning fire safety of buildings as input and the total safety grade as output. A weighted-sum model built by regression analysis contains some negative weights even though it explains the input-output relation well. A neural network model, whose parameters are estimated by the back-propagation, represents the relation well. The latter model is expected to learn the relation on the fly.

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