Search Results - Parallel/distributed algorithm*

Unit Commitment and Economic Dispatch via Graph Attention Neural Network–Based Parallel Distributed Coordination Algorithm by 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…”
Get full text

A Fully Parallel Distributed Algorithm for Nonsmooth Convex Optimization With Coupled Constraints: Applications to Distributed Consensus-Based Optimization and Distributed Resource Allocation by 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…”
Get full text

A Parallel distributed genetic algorithm using Apache Spark for flexible scheduling of multitasks in a cloud manufacturing environment by Elgendy, Abdelrahman, Yan, Jihong, Zhang, Mingyang

“… We developed a parallel distributed genetic algorithm (PDGA) for optimizing large-scale scheduling problems on Apache Spark…”
Get full text

Deep Learning Algorithms and Parallel Distributed Computing Techniques for High-Resolution Load Forecasting Applying Hyperparameter Optimization by Parizad, Ali, Hatziadoniu, Constantine

“… (DL) algorithms. Initially, big-data analytics and feature engineering are applied to the power load and weather historical data…”
Get full text

A novel hybrid resampling algorithm for parallel/distributed particle filters by 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…”
Get full text

Research on parallel distributed clustering algorithm applied to cutting parameter optimization by 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…”
Get full text

Generation of Frequent sensor epochs using efficient Parallel Distributed mining algorithm in large IOT by Rani, R.M., Pushpalatha, M.

“… This work proposes an efficient algorithm known as Vertical Partitioning Parallel Distributed Algorithm(VPPDA…”
Get full text

Fuzzy Modelling Algorithms and Parallel Distributed Compensation for Coupled Electromechanical Systems by 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,…”
Get full text

A new decentralized architecture and a fully parallel distributed algorithm for charge scheduling of plug-in electric vehicles by 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…”
Get full text

Parameter-parallel distributed variational quantum algorithm by 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…”
Get full text

Performance Analysis of Resampling Algorithms of Parallel/Distributed Particle Filters by 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…”
Get full text

High-Performance Mobility Simulation: Implementation of a Parallel Distributed Message-Passing Algorithm for MATSim by 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…”
Get full text

A spark-based parallel distributed posterior decoding algorithm for big data hidden Markov models decoding problem by 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…”
Get full text

Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation by Ishibuchi, H., Mihara, S., Nojima, Y.

“…We propose a parallel distributed model of a hybrid fuzzy genetics-based machine learning (GBML…”
Get full text

Improving the Performance of Hyperspectral Image and Signal Processing Algorithms Using Parallel, Distributed and Specialized Hardware-Based Systems by 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…”
Get full text

Parallel Algorithm for NP-Hard Problem of Channel Resource Allocation Optimization in Ad Hoc and Sensor Networks by Ivanov, Valeriy, Tereshonok, Maxim

“…This paper proposes a technique to estimate the minimal quantity of orthogonal channel resources required for ad hoc and sensor network connectivity…”
Get full text

Parallel distributed productivity‐aware tree‐search using Chapel by Helbecque, Guillaume, Gmys, Jan, Melab, Nouredine, Carneiro, Tiago, Bouvry, Pascal

“… In this paper, we investigate the design of a parallel distributed tree‐search algorithm, namely P3D…”
Get full text

A parallel distributed data CPHF algorithm for analytic Hessians by Alexeev, Yuri, Schmidt, Michael W., Windus, Theresa L., Gordon, Mark S.

“… A new scalable distributed data analytic Hessian algorithm is presented. Features of the distributed data parallel coupled perturbed Hartree‐Fock (CPHF) are (a) columns of density‐like and Fock…”
Get full text

Analyzing synchronous and asynchronous parallel distributed genetic algorithms by 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…”
Get full text

A Local Stability Supported Parallel Distributed Constraint Optimization Algorithm by Peibo, Duan, Zhang, Bin, Zhang, Changsheng

“…This paper presents a new distributed constraint optimization algorithm called LSPA, which can be used to solve large scale distributed constraint optimization problem (DCOP…”
Get full text