Výsledky vyhledávání - distributed parallel optimization

Parallel and Distributed Methods for Constrained Nonconvex Optimization—Part I: Theory Autor Scutari, Gesualdo, Facchinei, Francisco, Lampariello, Lorenzo

“… Convergence to a stationary solution of the original nonconvex optimization is established. Our framework is very general and flexible and unifies several existing successive convex approximation (SCA)-based algorithms…”
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Advances in Asynchronous Parallel and Distributed Optimization Autor Assran, By Mahmoud, Aytekin, Arda, Feyzmahdavian, Hamid Reza, Johansson, Mikael, Rabbat, Michael G.

“…Motivated by large-scale optimization problems arising in the context of machine learning, there have been several advances in the study of asynchronous parallel and distributed optimization methods…”
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Optimization of resource-aware parallel and distributed computing: a review: Optimization of resource-aware parallel Autor Czarnul, Paweł, Antal, Marcel, Baniata, Hamza, Griebler, Dalvan, Kertesz, Attila, Kessler, Christoph W., Kouloumpris, Andreas, Kovačić, Salko, Markus, Andras, Michael, Maria K., Nikolaou, Panagiota, Öz, Isil, Prodan, Radu, Rakić, Gordana

“…This paper presents a review of state-of-the-art solutions concerning the optimization of computing in the field of parallel and distributed systems…”
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A distributed parallel optimization algorithm via alternating direction method of multipliers Autor Liu, Ziye, Guo, Fanghong, Wang, Wei, Wu, Xiaoqun

“…Alternating direction method of multipliers (ADMM) has been widely used for solving the distributed optimisation problems…”
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Individual-based distributed parallel optimization for operation of integrated energy systems considering heterogeneous structure Autor Wang, L.X., Zheng, J.H., Jing, Z.X., Wu, Q.H.

“…•An individual-based distributed parallel method is proposed to solve the operation optimization of IES…”
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Parallel and Distributed Optimization Method With Constraint Decomposition for Energy Management of Microgrids Autor Li, Qiang, Liao, Yuexi, Wu, Kunming, Zhang, Leiqi, Lin, Jiayang, Chen, Minyou, Guerrero, Josep M., Abbott, Derek

“…), still have room for improvement. In this paper, a parallel and distributed optimization method for energy management of microgrids (MGs…”
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RFID Reader Anticollision Based on Distributed Parallel Particle Swarm Optimization Autor Cao, Bin, Gu, Yu, Lv, Zhihan, Yang, Shan, Zhao, Jianwei, Li, Yujie

“…The deployment of a very large number of readers in a limited space may increase the probability of collision among radio-frequency identification (RFID)…”
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A Scalable Privacy Preserving Distributed Parallel Optimization for a Large-Scale Aggregation of Prosumers With Residential PV-Battery Systems Autor Dolatabadi, Mohammad, Siano, Pierluigi

“…A novel scalable and privacy-preserving distributed parallel optimization that allows the participation of large-scale aggregation of prosumers with residential PV-battery systems in the market…”
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Cross-Search With Improved Multi-Dimensional Dichotomy-Based Joint Optimization for Distributed Parallel Training of DNN Autor Zhou, Guangyao, Fu, Yiqin, Lan, Haocheng, Xie, Yuanlun, Tian, Wenhong, Buyya, Rajkumar, Qian, Jiahong, Su, Teng

“…Distributed parallel training of large-scale deep neural networks (DNN) has attracted the attentions of both artificial intelligence and high-performance distributed computing…”
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An object-oriented MATLAB toolbox for automotive body conceptual design using distributed parallel optimization Autor Qin, Huan, Liu, Zijian, Liu, Yu, Zhong, Haolong

“…•Distributed parallel computing technique is adopted to speed up the optimization up to 5.46 times with 8 cores in two desktops…”
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Special Issue on Advances in Parallel and Distributed Combinatorial Optimization Autor Danoy, Grégoire, Baz, Didier El

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Parallel and distributed optimization methods for estimation and control in networks Autor Necoara, Ion, Nedelcu, Valentin, Dumitrache, Ioan

“… Recently, parallel and distributed optimization methods have emerged as a powerful tool for solving estimation and control problems in large-scale networked systems…”
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Asynchronous and Parallel Distributed Pose Graph Optimization Autor Tian, Yulun, Koppel, Alec, Bedi, Amrit Singh, How, Jonathan P.

“…We present Asynchronous Stochastic Parallel Pose Graph Optimization (<inline-formula><tex-math notation="LaTeX">\textsc {ASAPP}</tex-math></inline-formula>), the first asynchronous algorithm for distributed pose graph optimization…”
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Operator parallel optimization strategy for distributed databases Autor LIU, Wenjie, LYU, Jingchao

“… In response to the above issues, this article proposes an operator parallel optimization strategy for distributed databases…”
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Distributed Parallel Particle Swarm Optimization for Multi-Objective and Many-Objective Large-Scale Optimization Autor Cao, Bin, Zhao, Jianwei, Lv, Zhihan, Liu, Xin, Yang, Shan, Kang, Xinyuan, Kang, Kai

“…With the advent of big data era, complex optimization problems with many objectives and large numbers of decision variables are constantly emerging…”
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A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling Autor Pan, Zixiao, Lei, Deming, Wang, Ling

“… To the best of our knowledge, the distributed energy-efficient parallel machines scheduling problem (DEPMSP…”
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Harmonic Compensation Optimization for Multiple Parallel Distributed Generators Autor Moriano, Javier, Ordonez, Martin, Rizo, Mario, Bueno, Emilio

“…The interest in distributed generators (DGs), especially those associated with renewable energies, has increased in recent years…”
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Operator parallel optimization strategy for distributed databases Autor LIU, Wenjie, LYU, Jingchao

“… In response to the above issues, this article proposes an operator parallel optimization strategy for distributed database…”
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Parallel and distributed sparse optimization Autor Peng, Zhimin, Yan, Ming, Yin, Wotao

“…This paper proposes parallel and distributed algorithms for solving very large-scale sparse optimization problems on computer clusters and clouds…”
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Multiobjective recommendation optimization via utilizing distributed parallel algorithm Autor Cao, Bin, Zhao, Jianwei, Liu, Xin, Kang, Xinyuan, Yang, Shan, Kang, Kai, Yu, Ming

“… To tackle the multiobjective recommendation optimization problem (MROP), based on distributed parallel cooperative coevolutionary multiobjective evolutionary algorithm (DPCCMOEA…”
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