Litcius/Paper detail

A backpropagation neural network improved by a genetic algorithm for predicting the mean radiant temperature around buildings within the long-term period of the near future

Yuquan Xie, Yasuyuki Ishida, Jialong Hu, Akashi Mochida

2021Building Simulation34 citationsDOI

Topics & Concepts

Artificial neural networkBackpropagationMean absolute percentage errorPrincipal component analysisTerm (time)Genetic algorithmFeedforward neural networkComputer scienceMean squared errorRpropFeed forwardCluster analysisArtificial intelligenceMachine learningEngineeringStatisticsMathematicsTime delay neural networkTypes of artificial neural networksControl engineeringPhysicsQuantum mechanicsBuilding Energy and Comfort OptimizationUrban Heat Island MitigationWind and Air Flow Studies