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A robust scenario approach for the vehicle routing problem with uncertain travel times

Han, Jinil; Lee, Chungmok; Park, Sungsoo - In: Transportation science : a journal of the Institute for … 48 (2014) 3, pp. 373-390

Persistent link: https://www.econbiz.de/10010404356

A robust support vector regression with a linear-log concave loss function

Kim, Dohyun; Lee, Chungmok; Hwang, Sangheum; Jeong, Myong K. - In: Journal of the Operational Research Society : OR 67 (2016) 5, pp. 735-742

Persistent link: https://www.econbiz.de/10011517441

A robust optimization approach with probe-able uncertainty

Lee, Chungmok - In: European journal of operational research : EJOR 296 (2022) 1, pp. 218-239

Persistent link: https://www.econbiz.de/10012820157

A branch-and-price algorithm for the robust single-source capacitated facility location problem under demand uncertainty

Ryu, Jaehyeon; Park, Sungsoo - In: EURO journal on transportation and logistics 11 (2022), pp. 1-12

We consider the robust single-source capacitated facility location problem with uncertainty in customer demands. A cardinality-constrained uncertainty set is assumed for the robust problem. To solve it efficiently, we propose an allocation-based formulation derived by Dantzig-Wolfe decomposition...

Persistent link: https://www.econbiz.de/10013531998

Robust kernel-based regression with bounded influence for outliers

Hwang, Sangheum; Kim, Dohyun; Jeong, Myong K.; Yum, Bong-Jin - In: Journal of the Operational Research Society : OR 66 (2015) 8, pp. 1385-1398

Persistent link: https://www.econbiz.de/10011417225