Proceedings of the Fuzzy System Symposium
28th Fuzzy System Symposium
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Hybrid modal choice model integrated with fuzzy logic
Takamasa AKIYAMAHiroaki INOKUCHI
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CONFERENCE PROCEEDINGS OPEN ACCESS

Pages 920-925

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Abstract
Estimation of modal choice is an essential problem for urban transport planning. Logit model is often applied as a discrete choice model based on random utility theory in the practical field. On the contrary, fuzzy logic approach has been proposed to describe the travel behaviour with human fuzziness. In the study, the hybrid model is introduced to create the advanced model with random utility and fuzzy logic. In particular, several formulations of hybrid model between logit model and fuzzy reasoning model are proposed. The application of the proposed model can be mentioned with the empirical database of person trip survey for urban area. Finally, the advantages of the hybrid model can be summarized in terms of description as well as estimation.
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© 2012 Japan Society for Fuzzy Theory and Intelligent Informatics
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