Výsledky vyhledávání - "Parallel stochastic algorithm"

Optimization of the process for separating ethylene glycol and 1,2-butanediol using reactive distillation-assisted separation based on a parallel stochastic algorithm framework Autor Kong, Jie, Liu, Wenshuo, Fu, Yu, Zhang, Xin, Li, Yuanxin, Li, Jun, Sun, Lanyi

“… To expedite the optimization process, this study proposes a new parallel stochastic algorithm framework…”
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Process synthesis for the separation of coal-to-ethanol products Autor Qu, Qingping, Liu, Daoyan, Lyu, Hao, Sun, Jinsheng

“… and the parallel stochastic algorithm for process synthesis. High-performance computing significantly reduces time consumption, and the adaptive strategy substantially lowers the complexity of the superstructure model…”
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Parallel, stochastic measurement of molecular surface area Autor Juba, Derek, Varshney, Amitabh

“… We describe a parallel, stochastic algorithm for molecular surface area computation that maps well to the emerging multi-core architectures…”
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Stochastic parallel algorithm of structural evolution of large Morse clusters Autor Kovartsev, A N, Popova-Kovartseva, D A

“… Currently, optimal cluster conformations are known for sizes up to 240 atoms. The article proposes a parallel stochastic algorithm for the structural evolution of Morse…”
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Combination of parallel stochastic algorithms and a deterministic nonlinear least squares algorithm for the analysis of extended x -ray absorption fine structure (EXAFS) data Autor Gyulai, Csaba K

“…An improved method is presented for the analysis of extended X-ray absorption fine structure (EXAFS) data. The new method is a combination of a stochastic…”
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Doubly stochastic algorithms for large-scale optimization Autor Koppel, Alec, Mokhtari, Aryan, Ribeiro, Alejandro

“… To solve these problems we propose the random parallel stochastic algorithm (RAPSA). We call the algorithm random parallel because it utilizes multiple processors to operate in a randomly chosen subset of blocks of the feature vector…”
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Analysis of stochastic automata algorithm for relaxation labelling Autor Sastry, P.S., Thathachar, M.A.L.

“…A parallel stochastic algorithm for relaxation labeling is analyzed. For the case of symmetric compatibility functions, it is proved that time algorithm will…”
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Highly parallel geometric characterization and visualization of volumetric data sets Autor Juba, Derek Christopher

“…Volumetric 3D data sets are being generated in many different application areas. Some examples are CAT scans and MRI data, 3D models of protein molecules…”
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Doubly random parallel stochastic methods for large scale learning Autor Mokhtari, Aryan, Koppel, Alec, Ribeiro, Alejandro

“… To solve these problems we propose the random parallel stochastic algorithm (RAPSA). We call the algorithm random parallel because it utilizes multiple processors to operate in a randomly chosen subset of blocks of the feature vector…”
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A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning Autor Mokhtari, Aryan, Koppel, Alec, Ribeiro, Alejandro

“… To solve these problems we propose the random parallel stochastic algorithm (RAPSA). We call the algorithm random parallel because it utilizes multiple parallel processors to operate on a randomly chosen subset of blocks of the feature vector…”
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Doubly Random Parallel Stochastic Methods for Large Scale Learning Autor Mokhtari, Aryan, Koppel, Alec, Ribeiro, Alejandro

“… To solve these problems we propose the random parallel stochastic algorithm (RAPSA). We call the algorithm random parallel because it utilizes multiple processors to operate in a randomly chosen subset of blocks of the feature vector…”
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SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication Autor Bornstein, Marco, Rabbani, Tahseen, Wang, Evan, Amrit Singh Bedi, Huang, Furong

“…The decentralized Federated Learning (FL) setting avoids the role of a potentially unreliable or untrustworthy central host by utilizing groups of clients to…”
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A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order Autor Lian, Xiangru, Zhang, Huan, Cho-Jui Hsieh, Huang, Yijun, Liu, Ji

“… This paper provides a comprehensive and generic analysis to study the speedup property for a broad range of asynchronous parallel stochastic algorithms from the zeroth order to the first order methods…”
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