Published: 2004-04-01

On possibilities of application of artificial intelligence methods in Civil Engineering

Janusz Kasperkiewicz

Abstract

Described are possibilities of Civil Engineering applications of computing methods originating in so called Artificial Intelligence. The three basic concepts are Artificial Neural Networks, Machine Learning and Genetic Algorithms. In case of all these solutions the user is not obliged to bother about the model of the process or phenomenon, because the system itself gains the knowledge from examples. It can generate thereupon answers in form of the unknown values of the attributes, classification of new examples of the same format or formulation of rules (hypotheses, generalisations) concerning the process under consideration. More details are given in relation to the applied solutions of Fuzzy ARTMAP and ML program AQ19.

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Kasperkiewicz, J. (2004). On possibilities of application of artificial intelligence methods in Civil Engineering. Roads and Bridges - Drogi I Mosty, 3(3), 15–36. Retrieved from https://www.rabdim.pl/index.php/rb/article/view/v3n3p15

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