Výsledky vyhledávání - Asynchronous optimization algorithms

Asynchronous Distributed ADMM for Large-Scale Optimization-Part I: Algorithm and Convergence Analysis Autor Chang, Tsung-Hui, Hong, Mingyi, Liao, Wei-Cheng, Wang, Xiangfeng

“…Aiming at solving large-scale optimization problems, this paper studies distributed optimization methods based on the alternating direction method of multipliers (ADMM…”
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Multi-Objective Combinatorial Optimization Algorithm Based on Asynchronous Advantage Actor–Critic and Graph Transformer Networks Autor Jia, Dongbao, Cao, Ming, Hu, Wenbin, Sun, Jing, Li, Hui, Wang, Yichen, Zhou, Weijie, Yin, Tiancheng, Qian, Ran

“…, and insufficient diversity of solutions, this study introduces a novel multi-objective combinatorial optimization algorithm based on DRL…”
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An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization Autor Feyzmahdavian, Hamid Reza, Aytekin, Arda, Johansson, Mikael

“… In this paper, we propose an asynchronous mini-batch algorithm for regularized stochastic optimization problems with smooth loss functions that eliminates idle waiting and allows workers to run…”
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Hybrid chaos-based particle swarm optimization-ant colony optimization algorithm with asynchronous pheromone updating strategy for path planning of landfill inspection robots Autor Chen, Peng, Li, Qing, Zhang, Chao, Cui, Jiarui, Zhou, Hao

“… In this context, a novel hybrid swarm intelligence algorithm, ant colony optimization enhanced by chaos-based particle swarm optimization, is proposed in this article to deal with the path planning…”
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AsySPA: An Exact Asynchronous Algorithm for Convex Optimization Over Digraphs Autor Zhang, Jiaqi, You, Keyou

“…This paper proposes a novel exact asynchronous subgradient-push algorithm (AsySPA) to solve an additive cost optimization problem over digraphs where each node…”
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A Fast Distributed Asynchronous Newton-Based Optimization Algorithm Autor Mansoori, Fatemeh, Wei, Ermin

“… to finish the update, before proceeding to the next iterate. Asynchronous distributed algorithms remove the need for a central coordinator, reduce the synchronization wait, and allow some agents to compute faster and execute more iterations…”
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Distributed Asynchronous Discrete-Time Feedback Optimization Autor Behrendt, Gabriel, Longmire, Matthew, Bell, Zachary I., Hale, Matthew

“… We first show that our distributed asynchronous algorithm converges to the solution of a time-invariant feedback optimization problem in linear time…”
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Asynchronous parallel algorithms for nonconvex optimization Autor Cannelli, Loris, Facchinei, Francisco, Kungurtsev, Vyacheslav, Scutari, Gesualdo

“…We propose a new asynchronous parallel block-descent algorithmic framework for the minimization of the sum of a smooth nonconvex function and a nonsmooth convex one, subject to both convex and nonconvex constraints…”
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Gossip-based asynchronous algorithms for distributed composite optimization Autor Fang, Xianju, Zhang, Baoyong, Yuan, Deming

“…, which adopts the asynchronous communication method. Moreover, the algorithm performance is analyzed and the theoretical results on the corresponding error bounds are obtained…”
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Asynchronous Particle Swarm Optimization-Genetic Algorithm (APSO-GA) Based Selective Harmonic Elimination in a Cascaded H-Bridge Multilevel Inverter Autor Memon, Mudasir Ahmed, Siddique, Marif Daula, Mekhilef, Saad, Mubin, Marizan

“…In this article, a hybrid asynchronous particle swarm optimization-genetic algorithm (APSO-GA…”
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A Decentralised Asynchronous Optimisation Algorithm with an Application to Phase Retrieval Autor Mafakheri, Behnam, Manton, Jonathan H., Shames, Iman

“… Our main contribution is a new algorithm, partially asynchronous ADMM, designed to solve decentralised optimisation problems like phase retrieval…”
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Event-triggered asynchronous distributed optimization algorithm with heterogeneous time-varying step-sizes Autor Xie, Tangtang, Chen, Guo, Liao, Xiaofeng

“… Each agent only knows its local objective functions. To figure out such problems, an event-triggered asynchronous distributed optimization algorithm (termed as EV-ADOA…”
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Asynchronous Parallel Nonconvex Optimization Under the Polyak-Łojasiewicz Condition Autor Yazdani, Kasra, Hale, Matthew

“… Motivated by optimization problems that do not satisfy convexity assumptions, we present an asynchronous block coordinate descent algorithm for nonconvex optimization problems whose objective…”
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Asynchronous distributed algorithm for constrained optimization and its application Autor Wang, Ting, Li, Zhongmei, Nie, Rong, Du, Wenli

“… and inconsistent updates between nodes. To tackle the problem with guaranteed constraint satisfaction, a distributed asynchronous optimization algorithm is proposed based on the parameter projection method…”
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A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization Autor Bianchi, Pascal, Hachem, Walid, Iutzeler, Franck

“…Based on the idea of randomized coordinate descent of α-averaged operators, a randomized primal-dual optimization algorithm is introduced, where a random subset of coordinates is updated at each iteration…”
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Asynchronous Saddle Point Algorithm for Stochastic Optimization in Heterogeneous Networks Autor Bedi, Amrit Singh, Koppel, Alec, Rajawat, Ketan

“…We consider expected risk minimization in multi-agent systems comprised of distinct subsets of agents operating without a common time scale. Each individual in…”
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Asynchronous Parallel Surrogate Optimization Algorithm for Quantitative Strategy Parameter Tuning Autor Sun, Yongze, Du, Shouyan, Lu, Zhonghua

“…Surrogate-model based optimization algorithms can be applied to solve expensive black-box function optimization problem…”
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Efficiency Optimization of Variable Iron Loss Resistance Asynchronous Motor Based on Grey Wolf Optimization Algorithm Autor Guo, Zhen, Tong, Di, Zhao, Yan-cheng, Chen, Shuang, Nai, Ji-qiu, Ye, Ming-hao

“… This paper proposes an efficiency optimization control strategy based on the grey wolf optimization algorithm to improve the operating efficiency of asynchronous motors at light loads…”
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A Distributed, Asynchronous, and Incremental Algorithm for Nonconvex Optimization: An ADMM Approach Autor Hong, Mingyi

“… In this paper, we study an asynchronous implementation of ADMM for solving a nonconvex nonsmooth optimization problem, whose objective is the sum of a number of component functions…”
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Linear Convergence of Asynchronous Gradient Push Algorithm for Distributed Optimization Autor Li, Huaqing, Cheng, Huqiang, Lu, Qingguo, Wang, Zheng, Huang, Tingwen

“…This article focuses on multiagent distributed asynchronous optimization over directed networks where each agent can only access its individual local function, and the aggregate aim is to minimize…”
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