Frameworks and Results in Distributionally Robust Optimization by Rahimian, Hamed, Mehrotra, Sanjay

Subjects: “…Distributionally robust optimization…”
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Mobility Robustness Optimization in LTE-Advanced System by Rongyi Hu, Mugen Peng, Hongyan Zhang, Yuan Li

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ROBUST OPTIMIZATION DESIGN OF SUSPENSION BASED ON 6σ by FENG JinZhi, YANG ZhiFeng, YANG ZhenYi, LIN Yang, ZHENG SongLin

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Robust Optimization of Alginate-Carbopol 940 Bead Formulations by J. M. López-Cacho, Pedro L. González-R, B. Talero, A. M. Rabasco, M. L. González-Rodríguez

“…Results reveal that the robust optimization is a very useful approach that allows greater precision and accuracy to the desired value.…”
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Using Gaussian Processes for Metamodeling in Robust Optimization Problems by Claudemir Mota da Cruz, Fran Sérgio Lobato, Gustavo Barbosa Libotte

“… This article proposes an approach based on Gaussian Processes for building metamodels for robust optimization problems that seek to reduce the computational effort required to quantify uncertainties. …”
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Research Review of Robust Optimization Design of Spiral Bevel Gears by Di Linjie, Ge Zhenghao, Xue Xiangzhen, Liu Jian, Li Wenxian, Jia Jipeng

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Robust Optimization of Fourth Party Logistics Network Design under Disruptions by Jia Li, Yanqiu Liu, Ying Zhang, Zhongjun Hu

“…Based on the definition of β-robustness, a robust optimization model of 4PL network design under disruptions is established. …”
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Robust optimization of air based relay for internet of things based on UAV by Wei WANG, Renqian GU, Li3 PENG, Jijun ZHAO, Zhongcheng WEI, Cunxi CHANG

“…Faced with the need of key regional information transmission in the emergency situation where the perception network lacks of ground base stations, considered about the uncertainty of spatial positioning of emergency internet of things (eIoT) nodes, a robust optimization method for air-based relay of eIoT based on unmanned aerial vehicle (UAV) was proposed.Firstly, the system modeling of this kind of eIoT was carried out.Secondly, according to the fact that the non-convex and nonlinear model has a great correlation with the positioning accuracy of the ground-based eIoT equipment and the tiny disturbance of the positioning information can lead to the invalid solution of the model, the system model was relaxed and the uncertainty description of the location data of the eIoT equipment was introduced, Then the robust equivalent model of the low altitude UAV relay communication power optimization problem was obtained.Thirdly, the model solving algorithm was given.Finally, the effectiveness and robustness of the proposed method were verified from the deployment of UAV and communication energy consumption.At the same time, the factors effecting the effectiveness of the proposed method were analyzed.…”
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Hybrid Robust Optimization for the Design of a Smartphone Metal Frame Antenna by Sungwoo Lee, Jong Min Lee, Keum Cheol Hwang, Sanguk Park, Soonyong Lee

“…Hybrid robust optimization that combines a genetical swarm optimization (GSO) scheme with an orthogonal array (OA) is proposed to design an antenna robust to the tolerances arising during the fabrication process of the antenna in this paper. …”
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Data-Driven Robust Optimization of the Vehicle Routing Problem with Uncertain Customers by Jingling Zhang, Yusu Sun, Qinbing Feng, Yanwei Zhao, Zheng Wang

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Robust optimization of stabilizing piles for landslides composed of soil–rock mixtures by Yang Yu, Songlin Liu, Qing Lü

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Two-Stage Robust Optimization Model for Uncertainty Investment Portfolio Problems by Dongqing Luan, Chuming Wang, Zhong Wu, Zhijie Xia

“…Therefore, this paper constructs a two-stage robust optimization (TS-RO) model by introducing robust optimization theory. …”
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STRUCTURE AND ROBUST OPTIMIZATION DESIGN BASED ON ADDITIONAL OBJECTIVE FUNCTION OF THE SENSITIVITY by HAO FangFang, FAN XiaoNing, ZHI Bo

“…A robust-optimization-design method based on sensitivity’s analysis of the crane metal structure is described. …”
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A Topology Control Algorithm for Sensor Networks Based on Robust Optimization by Junfeng Qiao, Sanyang Liu, Wei Duan

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Combinatorial Robust Optimization with Decision-Dependent Information Discovery and Polyhedral Uncertainty by Omer, Jérémy, Poss, Michael, Rougier, Maxime

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A Multiobjective Route Robust Optimization Model and Algorithm for Hazmat Transportation by Changxi Ma, Wei Hao, Ruichun He, Bahman Moghimi

“…Aiming at route optimization problem of hazardous materials transportation in uncertain environment, this paper presents a multiobjective robust optimization model by taking robust control parameters into consideration. …”
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Connections between Robust and Bilevel Optimization by Goerigk, Marc, Kurtz, Jannis, Schmidt, Martin, Thürauf, Johannes

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Improvements of particle filter optimization algorithm for robust optimization under different types of uncertainties by Éva Kenyeres, Alex Kummer, János Abonyi

Subjects: “…Robust optimization…”
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Robust Optimal Design of a Nonlinear Dynamic Vibration Absorber Combining Sensitivity Analysis by R.A. Borges, A.M.G. de Lima, V. Steffen Jr.

“…However, in the context of nonlinear dynamics, few works have been proposed regarding the robust optimal design of nonlinear dynamic vibration absorbers. …”
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Dynamic Network Design Problem under Demand Uncertainty: An Adjustable Robust Optimization Approach by Hua Sun, Ziyou Gao, Fangxia Zhao

“…This paper develops an adjustable robust optimization approach for a network design problem explicitly incorporating traffic dynamics and demand uncertainty. …”
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