Search Results - distributed parallel optimization

Parallel and Distributed Methods for Constrained Nonconvex Optimization—Part I: Theory by 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…”
Get full text

Advances in Asynchronous Parallel and Distributed Optimization by 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…”
Get full text

Optimization of resource-aware parallel and distributed computing: a review: Optimization of resource-aware parallel by 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…”
Get full text

A distributed parallel optimization algorithm via alternating direction method of multipliers by Liu, Ziye, Guo, Fanghong, Wang, Wei, Wu, Xiaoqun

“…Alternating direction method of multipliers (ADMM) has been widely used for solving the distributed optimisation problems…”
Get full text

Individual-based distributed parallel optimization for operation of integrated energy systems considering heterogeneous structure by 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…”
Get full text

Parallel and Distributed Optimization Method With Constraint Decomposition for Energy Management of Microgrids by 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…”
Get full text

RFID Reader Anticollision Based on Distributed Parallel Particle Swarm Optimization by 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)…”
Get full text

A Scalable Privacy Preserving Distributed Parallel Optimization for a Large-Scale Aggregation of Prosumers With Residential PV-Battery Systems by 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…”
Get full text

Cross-Search With Improved Multi-Dimensional Dichotomy-Based Joint Optimization for Distributed Parallel Training of DNN by 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…”
Get full text

An object-oriented MATLAB toolbox for automotive body conceptual design using distributed parallel optimization by 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…”
Get full text

Special Issue on Advances in Parallel and Distributed Combinatorial Optimization by Danoy, Grégoire, Baz, Didier El

Get full text

Parallel and distributed optimization methods for estimation and control in networks by 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…”
Get full text

Asynchronous and Parallel Distributed Pose Graph Optimization by 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…”
Get full text

Distributed Parallel Particle Swarm Optimization for Multi-Objective and Many-Objective Large-Scale Optimization by 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…”
Get full text

A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling by Pan, Zixiao, Lei, Deming, Wang, Ling

“… To the best of our knowledge, the distributed energy-efficient parallel machines scheduling problem (DEPMSP…”
Get full text

Harmonic Compensation Optimization for Multiple Parallel Distributed Generators by 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…”
Get full text

Operator parallel optimization strategy for distributed databases by LIU, Wenjie, LYU, Jingchao

“… In response to the above issues, this article proposes an operator parallel optimization strategy for distributed database…”
Get full text

Parallel and distributed sparse optimization by 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…”
Get full text

Multiobjective recommendation optimization via utilizing distributed parallel algorithm by 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…”
Get full text

Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems by Scutari, Gesualdo, Facchinei, Francisco, Peiran Song, Palomar, Daniel P., Jong-Shi Pang

“…We propose a novel decomposition framework for the distributed optimization of general nonconvex sum-utility functions arising naturally in the system design of wireless multi-user interfering systems…”
Get full text