Výsledky vyhledávání - zerothorder algorithm

Linear Convergence of First- and Zeroth-Order Primal-Dual Algorithms for Distributed Nonconvex Optimization Autor Yi, Xinlei, Zhang, Shengjun, Yang, Tao, Chai, Tianyou, Johansson, Karl H.

“… We first consider a distributed first-order primal-dual algorithm. We show that it converges sublinearly to a stationary point if each local cost function is smooth…”
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A Zeroth-Order ADMM Algorithm for Stochastic Optimization over Distributed Processing Networks Autor Shi, Zai, Eryilmaz, Atilla

“…In this paper, we address the problem of stochastic optimization over distributed processing networks, which is motivated by machine learning applications…”
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Can real-time NDVI observations better constrain SMAP soil moisture retrievals? Autor Feng, Sijia, Gao, Lun, Qiu, Jianxiu, Liu, Xiaoping, Crow, Wade T., Zhao, Tianjie, Tan, Chao, Wang, Shaohua, Wigneron, Jean-Pierre

“… and agricultural practices, which can cause non-negligible errors in SMAP SM products. To resolve this issue, we develop a new Dynamic Dual-Channel Algorithm (DDCA…”
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Microwave Remote Sensing Soil Moisture Opportunities with the Future CIMR Mission Autor Piles, M., Link, M., Fernandez-Moran, R., Baur, M., Jagdhuber, T., Entekhabi, D.

“…The Copernicus Imaging Microwave Radiometer (CIMR) is a Copernicus Expansion Mission with an expected launch in 2028+. The satellite will carry a…”
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Sliding Mode Control Algorithm Development for Anti-Lock Brake System Autor Okyay, Ahmet

“… This and the already existing derivative surface, which includes error and its derivative only, are named zerothorder sliding surfaces…”
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GA-Optimized Compact Broadband CRLH Band-Pass Filter Using Stub-Inserted Interdigital Coupled Lines Autor Jeon, Jinsu, Kahng, Sungtek, Kim, Hyunsoo

“… In addition, there is another pair of stubs to complete the design in a limited space. These are considered in the TL-based analysis and the design parameters are calculated by genetic algorithm optimization…”
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Zeroth-Order Feedback Optimization in Multi-Agent Systems: Tackling Coupled Constraints Autor Duan, Yingpeng, Tang, Yujie

“… consensus framework to effectively handle the coupled constraints. We also provide convergence rate and oracle complexity results for our algorithm, characterizing its computational efficiency and scalability by rigorous theoretical analysis…”
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An Online Stochastic Optimization Approach for Insulin Intensification in Type 2 Diabetes with Attention to Pseudo-Hypoglycemia Autor Al Ahdab, Mohamad, Knudsen, Torben, Stoustrup, Jakob, Leth, John

“… The proposed strategy tunes the parameters of a proposed control law by using a zerothorder online stochastic optimization approach for a defined cost function…”
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