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Robust and distributionally robust optimization models for linear support vector machine

Faccini, Daniel; Maggioni, Francesca; Potra, Florian A. - In: Computers & operations research : and their … 147 (2022), pp. 1-15

Persistent link: https://www.econbiz.de/10013415854

Profit-based churn prediction based on Minimax Probability Machines

Maldonado, Sebastián; López, Julio; Vairetti, Carla - In: European journal of operational research : EJOR 284 (2020) 1, pp. 273-284

Persistent link: https://www.econbiz.de/10012238668

A distributionally robust chance-constrained kernel-free quadratic surface support vector machine

Lin, Fengming; Fang, Shu-Cherng; Fang, Xiaolei; Gao, Zheming - In: European journal of operational research : EJOR 316 (2024) 1, pp. 46-60

Persistent link: https://www.econbiz.de/10014566312

A novel robust optimization model for nonlinear Support Vector Machine

Maggioni, Francesca; Spinelli, Andrea - In: European journal of operational research : EJOR 322 (2025) 1, pp. 237-253

Persistent link: https://www.econbiz.de/10015410212

When are static and adjustable robust optimization with constraint-wise uncertainty equivalent?

Marandi, Ahmadreza; Hertog, Dirk den - 2015 - Preprint

Persistent link: https://www.econbiz.de/10011404410

Decomposition for adjustable robust linear optimization subject to uncertainty polytope

Ayoub, Josette; Poss, Michael - In: Computational Management Science : CMS 13 (2016) 2, pp. 219-239

Persistent link: https://www.econbiz.de/10011669263

A robust optimization model for a supply chain under uncertainty

Hosseini, Sara; Farahani, Reza Zanjirani; Dullaert, Wout; … - In: IMA journal of management mathematics 25 (2014) 4, pp. 387-402

Persistent link: https://www.econbiz.de/10011349633

Formulations and algorithms for the recoverable -robust knapsack problem

Büsing, Christina; Goderbauer, Sebastian; Koster, Arie … - In: EURO journal on computational optimization 7 (2019) 1, pp. 15-45

Persistent link: https://www.econbiz.de/10012111216

Robust Wagner-Whitin algorithm with uncertain costs

Hanafizadeh, Payam; Shahin, Amir; Sajadifar, Mehdi - In: Journal of industrial engineering international 15 (2019) 3, pp. 435-447

the Wagner–Whitin algorithm to consider stochastic costs. However, they assume that the information of probability density … used the Wagner-Whitin algorithm to find an optimal solution of its robust counterpart. The solution of the proposed … algorithm in an example from the literature is compared with the classical one. …

Persistent link: https://www.econbiz.de/10012099236

2-approximation algorithm for minmax absolute maximum lateness scheduling-location problem

Krumke, Sven O.; Le, Huy Minh - In: Operations research letters 50 (2022) 6, pp. 732-737

Persistent link: https://www.econbiz.de/10014230206