Výsledky vyhledávání - deterministic and deterministic algorithms

MEC-A Near-Optimal Online Reinforcement Learning Algorithm for Continuous Deterministic Systems Autor Zhao, Dongbin, Zhu, Yuanheng

“…In this paper, the first probably approximately correct (PAC) algorithm for continuous deterministic systems without relying on any system dynamics is proposed…”
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A deterministic algorithm for nonlinear, fatigue‐based structural health monitoring Autor Pavlou, Dimitrios

“…‐counting algorithms for the transformation of a spectrum loading into an equivalent cyclic one are necessary for deterministic fatigue damage estimation and life prediction…”
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Deterministic Algorithms for the Lovász Local Lemma Autor Chandrasekaran, Karthekeyan, Goyal, Navin, Haeupler, Bernhard

“…The Lovasz local lemma (LLL) [P. Erdos and L. Lovasz, Problems and results on 3-chromatic hypergraphs and some related questions, in Infinite and Finite Sets,…”
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Deterministic algorithms for the Lovász local lemma: Simpler, more general, and more parallel Autor Harris, David G.

“… However, deterministic algorithms have lagged behind. We address three specific shortcomings of the prior deterministic algorithms…”
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Comparison of Deep Learning and Deterministic Algorithms for Control Modeling Autor Zhai, Hanfeng, Sands, Timothy

“…Controlling nonlinear dynamics arises in various engineering fields. We present efforts to model the forced van der Pol system control using physics-informed…”
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UAV maneuvering decision -making algorithm based on Twin Delayed Deep Deterministic Policy Gradient Algorithm Autor Bai, Shuangxia, Song, Shaomei, Liang, Shiyang, Wang, Jianmei, Li, Bo, Neretin, Evgeny

“…) algorithm and the Deep Deterministic Policy Gradient (DDPG) algorithm in deep reinforcement learning are used to train the model, and the experimental results of the two algorithms are analyzed and compared…”
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Efficient deterministic algorithms for maximizing symmetric submodular functions Autor Wan, Zongqi, Zhang, Jialin, Sun, Xiaoming, Zhang, Zhijie

“… It, therefore, suffers from high query complexity and is inherently randomized. In this paper, we present several efficient deterministic algorithms for maximizing a symmetric submodular function under various constraints…”
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Improved deterministic algorithms for non-monotone submodular maximization Autor Sun, Xiaoming, Zhang, Jialin, Zhang, Shuo, Zhang, Zhijie

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Optimal deterministic algorithm generation Autor Mitsos, Alexander, Najman, Jaromił, Kevrekidis, Ioannis G.

“…A formulation for the automated generation of algorithms via mathematical programming (optimization) is proposed…”
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Deterministic algorithms for the hidden subgroup problem Autor Ye, Zekun, Li, Lvzhou

“…) asked whether there exist deterministic algorithms with O(|G||H|) query complexity for HSP…”
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Parameter Estimation of a Synchronous Generator Using a Sine Cardinal Perturbation and Mixed Stochastic-Deterministic Algorithms Autor Arjona, M A, Cisneros-González, M, Hernández, C

“…Parameter estimation of synchronous generators has been a topic of interest of many investigators for several decades. Different ratings of synchronous…”
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A Deterministic Algorithm for Balanced Cut with Applications to Dynamic Connectivity, Flows, and Beyond Autor Chuzhoy, Julia, Gao, Yu, Li, Jason, Nanongkai, Danupon, Peng, Richard, Saranurak, Thatchaphol

“… We present the first deterministic, almost-linear time approximation algorithm for this problem…”
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Agent-based architecture for demand side management using real-time resources’ priorities and a deterministic optimization algorithm Autor Gomes, Luis, Spínola, João, Vale, Zita, Corchado, Juan M.

“… The deployment integrated an algorithm for generation and consumption balance with real-time contextual resources' priorities…”
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Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in Cloud data centers Autor Beloglazov, Anton, Buyya, Rajkumar

“…SUMMARY The rapid growth in demand for computational power driven by modern service applications combined with the shift to the Cloud computing model have led…”
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A mixed deterministic-stochastic algorithm of the branching corrected mean field method for nonadiabatic dynamics Autor Li, Bing, Xu, Jiabo, Li, Guijie, Shi, Zhecun, Wang, Linjun

“…)], which combines the key advantages of the two existed algorithms, i.e., the deterministic BCMF algorithm based on weights of trajectory branches (BCMF-w…”
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No dimension-free deterministic algorithm computes approximate stationarities of Lipschitzians Autor Tian, Lai, So, Anthony Man-Cho

“… In this paper, we show that no deterministic algorithm can do the same. Moreover, even without the dimension-free requirement, we show that any finite-time deterministic method cannot be general zero-respecting…”
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Tree-Structure Based Deterministic Algorithms for Optimal Switch Placement in Radial Distribution Networks Autor Galias, Zbigniew

“… Efficient deterministic algorithms are presented to find the optimal allocation of a given number of sectionalizing switches to minimize a selected performance/reliability index…”
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Deep Deterministic Policy Gradient Algorithm Based Reinforcement Learning Controller for Single-Inductor Multiple-Output DC-DC Converter Autor Ye, Jian, Guo, Huanyu, Wang, Benfei, Zhang, Xinan

“… In this article, we propose a deep deterministic policy gradient algorithm based reinforcement learning (RL) controller…”
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Deterministic policy gradient algorithms for semi‐Markov decision processes Autor Hosseinloo, Ashkan Haji, Dahleh, Munther A.

“…‐known deterministic policy gradient (DPG) theorem in MDPs to SMDPs under average‐reward criterion. The existing stochastic policy gradient methods not only require…”
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A Deterministic Algorithm for Finding All Minimum k ‐Way Cuts Autor Kamidoi, Yoko, Yoshida, Noriyoshi, Nagamochi, Hiroshi

“…Let $G=(V,E)$ be an edge-weighted undirected graph with $n$ vertices and $m$ edges. We present a deterministic algorithm to compute a minimum…”
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