Results 51 to 60 of about 6,180 (210)

Bootstrap Robust Prescriptive Analytics

, 2017
We address the problem of prescribing an optimal decision in a framework where its cost depends on uncertain problem parameters $Y$ that need to be learned from data.
Bertsimas, Dimitris, Van Parys, Bart
core   +1 more source

Distributionally Robust Optimization with Polynomial Robust Constraints

Journal of Global Optimization
25 ...
Jiawang Nie, Suhan Zhong
openaire   +3 more sources

Decision-dependent Distributionally Robust Optimization

, 2023
This work presents a new Distributionally Robust Optimization approach, using $p$-Wasserstein metrics, to analyze a stochastic program in a general context. The ambiguity set in this approach depends on the decision variable and is represented as a ball where both the center and the radius depend on the decision variable.
Fonseca, Diego, Junca, Mauricio
openaire   +2 more sources

Distributionally Robust Optimization with Principal Component Analysis [PDF]

SIAM Journal on Optimization, 2018
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Cheng, Jianqiang, Li-Yang Chen, Richard, Najm, Habib N., Pinar, Ali, Safta, Cosmin, Watson, Jean-Paul   +5 more
openaire   +2 more sources

Structural biology of ferritin nanocages

FEBS Letters, EarlyView.
Ferritin is a conserved iron‐storage protein that sequesters iron as a ferric mineral core within a nanocage, protecting cells from oxidative damage and maintaining iron homeostasis. This review discusses ferritin biology, structure, and function, and highlights recent cryo‐EM studies revealing mechanisms of ferritinophagy, cellular iron uptake, and ...
Eloise Mastrangelo, Flavio Di Pisa
wiley   +1 more source

Distributionally Robust Game-Theoretic Optimization Algorithm for Microgrid Based on Green Certificate–Carbon Trading Mechanism

Energies
Aiming at multi-agent interest demands and environmental benefits, a distributionally robust game-theoretic optimization algorithm based on a green certificate–carbon trading mechanism is proposed for uncertain microgrids. At first, correlated wind–solar
Chen Wei, Pengyuan Zheng, Jiabin Xue, Guanglin Song, Dong Wang   +4 more
doaj   +1 more source

Characterizing the salivary RNA landscape to identify potential diagnostic, prognostic, and follow‐up biomarkers for breast cancer

Molecular Oncology, EarlyView.
This study explores salivary RNA for breast cancer (BC) diagnosis, prognosis, and follow‐up. High‐throughput RNA sequencing identified distinct salivary RNA signatures, including novel transcripts, that differentiate BC from healthy controls, characterize histological and molecular subtypes, and indicate lymph node involvement.
Nicholas Rajan, Irina Primac, Emre Etlioglu, Laurens Debruyne, Ann Janssen, Magy Sallam, Kevin Tabury, Roel Quintens, Wiebren Tjalma, Mohammed Abderrafi Benotmane   +9 more
wiley   +1 more source

Distributionally robust co‐optimization of the demand‐side resources and soft open points allocation for the high penetration of renewable energy

IET Renewable Power Generation, 2022
The new technologies, such as soft open points (SOPs) and demand response (DR), offer original approaches to stabilize the system operation and accommodate the high penetration of distributed generators (DGs).
Hong Liu, Junkai Li, Shida Zhang, Shaoyun Ge, Baijie Yang, Chengshan Wang   +5 more
doaj   +1 more source

Distributionally Robust Capacity Configuration for Energy Storage in Microgrid Considering Renewable Utilization

Frontiers in Energy Research, 2022
The energy storage plays an important role in the operation safety of the microgrid system. Appropriate capacity configuration of energy storage can improve the economy, safety, and renewable energy utilization of the microgrid.
Xin Ding, Hongyan Ma, Zheng Yan, Jie Xing, Jiatong Sun   +4 more
doaj   +1 more source

Data-driven Inverse Optimization with Imperfect Information

, 2017
In data-driven inverse optimization an observer aims to learn the preferences of an agent who solves a parametric optimization problem depending on an exogenous signal.
Esfahani, Peyman Mohajerin, Hanasusanto, Grani Adiwena, Kuhn, Daniel, Shafieezadeh-Abadeh, Soroosh   +3 more
core   +1 more source