An automation system for vehicle driveability evaluation using machine learning

Author:

TAJIMA Hisashi1,SHINTANI Kohei1,OGOSHI Azuki1,KITANO Shota1,IWATA Motofumi1

Affiliation:

1. Toyota Motor Corporation

Publisher

Japan Society of Mechanical Engineers

Subject

General Medicine

Reference25 articles.

1. Belakaria, S., Deshwal, A., and Doppa, J. R., Max-value entropy search for multiobjective bayesian optimization, In Proceedings of International Conference on Neural Information Processing Systems, (2019).

2. Emmerich, M., and Klinkenberg, J. W., The computation of the expected improvement in dominated hypervolume of Pareto front approximations, Rapport technique, Leiden University, Vol.34 (2008), pp. 7–3.

3. Forsberg, K and Hal, M., The relationship of system engineering to the project cycle, (1991).

4. Hennig, P and Schuler, C.J., Entropy search for information-efficient global optimization, Journal of Machine Learning Research, Vol.13, No. 6 (2012), pp 1809-1837.

5. Hirata, N,Mizutani, N,Matsui, H,Yano, K,Takahashi, T, Evaluation of chassis dynamometer test by real vehicle operating driver model simulated intelligent driver behavior,Society of Automotive Engineers of Japan Autumn Convention,No.20145655 (2014).

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