Výsledky vyhledávání - parallel/distributed algorithms

Unit Commitment and Economic Dispatch via Graph Attention Neural Network–Based Parallel Distributed Coordination Algorithm Autor Zhou, Siyi, Shi, Liang, Xia, Min, Geng, Jian, Liu, Jun, Yu, Fang

“… The graph neural network is used to extract the inter‐unit relational features and predict the future power dispatch schedule of each unit, while the parallel distributed coordination algorithm (PDCA…”
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A Fully Parallel Distributed Algorithm for Nonsmooth Convex Optimization With Coupled Constraints: Applications to Distributed Consensus-Based Optimization and Distributed Resource Allocation Autor Alaviani, Seyyed Shaho, Kelkar, Atul G., Vaidya, Umesh

“… The proposed discrete-time fully parallel distributed algorithm is the first of its kind in the sense that it does not require diminishing step size, (sub…”
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Deep Learning Algorithms and Parallel Distributed Computing Techniques for High-Resolution Load Forecasting Applying Hyperparameter Optimization Autor Parizad, Ali, Hatziadoniu, Constantine

“… (DL) algorithms. Initially, big-data analytics and feature engineering are applied to the power load and weather historical data…”
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Fuzzy Modelling Algorithms and Parallel Distributed Compensation for Coupled Electromechanical Systems Autor Reyes, Christian, Ramos-Fernández, Julio C., Espinoza, Eduardo S., Lozano, Rogelio

“…Modelling and controlling an electrical Power Generation System (PGS), which consists of an Internal Combustion Engine (ICE) linked to an electric generator,…”
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A novel hybrid resampling algorithm for parallel/distributed particle filters Autor Zhang, Xudong, Zhao, Liang, Zhong, Wei, Gu, Feng

“…Parallel/Distributed particle filters have been widely used in the estimation of states of dynamic systems by using multiple processing units (PUs…”
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Performance Analysis of Resampling Algorithms of Parallel/Distributed Particle Filters Autor Zhang, Xudong, Zhao, Liang, Zhong, Wei, Gu, Feng

“…, the decentralized resampling, and the hybrid resampling. To ease their adoptions, we analyze time consumptions and speedup factors of parallel/distributed particle filters with various resampling algorithms, state sizes, system complexities, numbers…”
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A new decentralized architecture and a fully parallel distributed algorithm for charge scheduling of plug-in electric vehicles Autor Alaviani, Seyyed Shaho, Umathe, Bhagyashree, Kelkar, Atul G., Vaidya, Umesh

“… distributed primal-dual algorithm with fixed step size is proposed. In the proposed configuration, the existence of aggregator is removed, and the interactions are allowed…”
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A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment Autor Elgendy, Abdelrahman, Yan, Jihong, Zhang, Mingyang

“… We developed a parallel distributed genetic algorithm (PDGA) for optimizing large-scale scheduling problems on Apache Spark…”
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Research on parallel distributed clustering algorithm applied to cutting parameter optimization Autor Wei, Xudong, Sun, Qingzhen, Liu, Xianli, Yue, Caixu, Liang, Steven Y., Wang, Lihui

“… Aiming at insufficient computing power and low efficiency in mining process, this paper proposes a improved K -means clustering algorithm based on the concept of distributed clustering in cloud computing environment…”
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Generation of Frequent sensor epochs using efficient Parallel Distributed mining algorithm in large IOT Autor Rani, R.M., Pushpalatha, M.

“… This work proposes an efficient algorithm known as Vertical Partitioning Parallel Distributed Algorithm(VPPDA…”
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Parameter-parallel distributed variational quantum algorithm Autor Niu, Yun-Fei, Zhang, Shuo, Ding, Chen, Bao, Wan-Su, Huang, He-Liang

“… Here, we propose a parameter-parallel distributed variational quantum algorithm (PPD-VQA), to accelerate the training process by parameter-parallel training with multiple quantum processors…”
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Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation Autor Ishibuchi, H., Mihara, S., Nojima, Y.

“…We propose a parallel distributed model of a hybrid fuzzy genetics-based machine learning (GBML…”
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A distributed parallel algorithm for inferring hierarchical groups from large‐scale text corpuses Autor Seshadri, Karthick, S. Mercy, Shalinie, Manohar, Sidharth

“…Summary We propose a distributed parallel algorithm for inferring the hierarchical groups present in a large‐scale text corpus…”
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High-Performance Mobility Simulation: Implementation of a Parallel Distributed Message-Passing Algorithm for MATSim Autor Laudan, Janek, Heinrich, Paul, Nagel, Kai

“… This paper presents an architectural update to the MATSim traffic simulation framework, introducing a prototype that adapts the existing traffic flow model to a distributed parallel algorithm…”
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Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems Autor Plaza, Antonio, Plaza, Javier, Vegas, Hugo

“…Advances in sensor technology are revolutionizing the way remotely sensed data is collected, managed and analyzed. The incorporation of latest-generation…”
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Analyzing synchronous and asynchronous parallel distributed genetic algorithms Autor Alba, Enrique, Troya, José M.

“… To fill this gap we begin by providing a common framework for studying PGAs. We then analyze the importance of the synchronism in the migration step of various parallel distributed GAs…”
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A spark-based parallel distributed posterior decoding algorithm for big data hidden Markov models decoding problem Autor Sassi, Imad, Anter, Samir, Bekkhoucha, Abdelkrim

“…Hidden  M arkov models (HMMs) are one of machine learning algorithms which have been widely used and demonstrated their efficiency in many conventional applications…”
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Novel Hybrid Resampling Algorithms for Parallel/Distributed Particle Filters Autor Zhang, Xudong

“…). The classical resampling algorithm used in parallel/distributed particle filters is a centralized scheme, called centralized resampling, which needs a central unit (CU…”
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Lock-In Amplifier With Enhanced Filter Structure for NMR Gyroscope Autor Wang, Zhengguang, Liu, Nan, Ding, Peng, Ji, Yafei, Ru, Zhanqiang, Yin, Zhizhen, Wu, Dongmin, Song, Helun

“…To maintain the functionality of the nuclear magnetic resonance (NMR) gyroscope, extracting the precession phase and compensating for the transverse driving…”
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A Parallel Distributed Algorithm for the Power SVD Method Autor Li, Jiaying, Wu, Sissi Xiaoxiao, Li, Qiang, Scaglione, Anna

“…In this work, we study how to implement a distributed algorithm for the power method in a parallel manner…”
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