Výsledky vyhledávání - parallelization of complex algorithms

Massive parallelization of serial inference algorithms for a complex generalized linear model Autor Suchard, Marc A, Simpson, Shawn E, Zorych, Ivan, Ryan, Patrick, Madigan, David

“… In this paper we show how high-performance statistical computation, including graphics processing units, relatively inexpensive highly parallel computing devices, can enable complex methods in large database…”
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Large-scale parallelization of the Borg multiobjective evolutionary algorithm to enhance the management of complex environmental systems Autor Hadka, David, Reed, Patrick

“…The Borg MOEA is a self-adaptive multiobjective evolutionary algorithm capable of solving complex, many-objective environmental systems problems efficiently and reliably…”
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Novel parallelization of simulated annealing and Hooke & Jeeves search algorithms for multicore systems with application to complex fisheries stock assessment models Autor Vázquez, Sergio, Martín, María J., Fraguela, Basilio B., Gómez, Andrés, Rodríguez, Aurelio, Elvarsson, Bjarki Þór

“…•This involves search strategies such as Simulated Annealing or Hooke & Jeeves.•We propose two novel OpenMP-based parallel versions of each one of these algorithms…”
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Parallelization of network motif discovery using star contraction Autor Ateskan, Esra Ruzgar, Erciyes, Kayhan, Dalkilic, Mehmet Emin

“… Current sequential network motif discovery algorithms become inefficient as motif size grows, thus parallelization methods have been proposed in the literature…”
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Parallelization strategies for density matrix renormalization group algorithms on shared-memory systems Autor Hager, G., Jeckelmann, E., Fehske, H., Wellein, G.

“…) algorithms enable the treatment of complex systems in solid state physics. We present two different approaches by which parallelization of the standard DMRG algorithm can be accomplished in an efficient way…”
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The hp-version of the least-squares collocation method with integral collocation for solving a biharmonic equation Autor Vasily P. Shapeev, Luka S. Bryndin, Vasily A. Belyaev

“…A new algorithm for the numerical solution of the biharmonic equation is developed…”
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Link Prediction Based on Community Information and Its Parallelization Autor Wang, Jingwei, Ma, Yunlong, Liu, Min, Shen, Weiming

“… It plays an important role in complex network analysis. Classical similarity indices based on common neighbor nodes consider that each common neighbor has the same effect to the link likelihood…”
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Parallelization of Swarm Intelligence Algorithms: Literature Review Autor de Melo Menezes, Breno Augusto, Kuchen, Herbert, Buarque de Lima Neto, Fernando

“…Swarm Intelligence (SI) algorithms are frequently applied to tackle complex optimization problems…”
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Massive parallelization of serial inference algorithms for a complex generalized linear model Autor Suchard, Marc A, Simpson, Shawn E, Zorych, Ivan, Ryan, Patrick, Madigan, David

“… In this paper we show how high-performance statistical computation, including graphics processing units, relatively inexpensive highly parallel computing devices, can enable complex methods in large database…”
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A coarse-grained parallelization of genetic algorithms Autor Rathomi, Muhamad Radzi, Pulungan, Reza

“…Genetic algorithms are frequently used to solve optimization problems. However, the problems become increasingly complex and time consuming…”
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Performance evaluation of GPU parallelization, space‐time adaptive algorithms, and their combination for simulating cardiac electrophysiology Autor Sachetto Oliveira, Rafael, Martins Rocha, Bernardo, Burgarelli, Denise, Meira, Wagner, Constantinides, Christakis, Weber dos Santos, Rodrigo

“…The use of computer models as a tool for the study and understanding of the complex phenomena of cardiac electrophysiology has attained increased importance nowadays…”
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Multiple‐GPU parallelization of three‐dimensional material point method based on single‐root complex Autor Dong, Youkou, Cui, Lan, Zhang, Xue

“…‐GPU parallel strategy is developed based on a single‐root complex architecture of the computer purely within a CUDA environment. Peer‐to‐Peer (P2P…”
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A coarse-grained parallelization of genetic algorithms Autor Rathomi, Muhamad Radzi, Pulungan, Reza

“…Genetic algorithms are frequently used to solve optimization problems. However, the problems become increasingly complex and time consuming…”
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Comparison of synchronous and asynchronous parallelization of extreme surrogate-assisted multi-objective evolutionary algorithm Autor Harada, Tomohiro, Kaidan, Misaki, Thawonmas, Ruck

“…This paper investigates the integration of a surrogate-assisted multi-objective evolutionary algorithm (MOEA…”
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hp-Вариант метода коллокации и наименьших квадратов с интегральными коллокациями решения бигармонического уравнения Autor Шапеев, Василий Павлович, Shapeev, Vasiliy Pavlovich, Брындин, Лука Сергеевич, Bryndin, Luka Sergeevich, Беляев, Василий Алексеевич, Belyaev, Vasily Alexeyevich

“…Разработан новый алгоритм численного решения бигармонического уравнения. Он основан на впервые реализованном hp-варианте метода коллокации и наименьших…”
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An enhanced algorithm for online Proper Orthogonal Decomposition and its parallelization for unsteady simulations Autor Li, Xiaodong, Hulshoff, Steven, Hickel, Stefan

“…Proper Orthogonal Decomposition (POD) plays an important role in the analysis of complex nonlinear systems governed by partial differential equations (PDEs…”
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Parallelization Strategy of Non-Local Means Filtering Algorithm for Real-Time Denoising of Forward-Looking Multi-Beam Sonar Images Autor Ye, Tao, Deng, Xiangpeng, Cong, Xiao, Zhou, Hongkun, Yan, Xiangming

“… Traditional filtering methods cannot effectively eliminate the noise generated by the complex underwater environment in sonar images and can potentially result in problems such as image blurring…”
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Parallelization of the Bison Algorithm Applied to Data Classification Autor Ludwig, Simone A., Al-Sawwa, Jamil, Misquith, Aaron Mackenzie

“…In data science and machine learning, efficient and scalable algorithms are paramount for handling large datasets and complex tasks…”
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Parallelization strategies for resolved simulations of fluid-structure-particle interactions Autor Qin, Jianhua, Liao, Fei, Dong, Guodan, Yang, Xiaolei

“… This paper presents the parallel algorithms for the hybrid diffuse and sharp interface immersed boundary (IB…”
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Distributed-memory parallelization of the aggregated unfitted finite element method Autor Verdugo, Francesc, Martín, Alberto F., Badia, Santiago

“…The aggregated unfitted finite element method (AgFEM) is a methodology recently introduced in order to address conditioning and stability problems associated…”
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