Výsledky vyhľadávania - Stochastic algorithm analysis

A new algorithm for haplotype‐based association analysis: the Stochastic‐EM algorithm Autor Tregouet, D. A., Escolano, S., Tiret, L., Mallet, A., Golmard, J. L.

“… Two maximum likelihood algorithms are often used in the context of haplotype‐based association studies, the Newton‐Raphson (NR…”
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extended stochastic harmonic analysis algorithm: application for dissolved oxygen Autor Abdul-Aziz, O.I, Wilson, B.N, Gulliver, J.S

“…An extension of classical harmonic analysis is used to determine the Fourier coefficients with a constraint of forcing the function through a specified value for developing an extended stochastic harmonic analysis (ESHA…”
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Enhancing Algorithm Selection through Comprehensive Performance Evaluation: Statistical Analysis of Stochastic Algorithms Autor Amin, Azad Arif Hama, Aladdin, Aso M., Hasan, Dler O., Mohammed-Taha, Soran R., Rashid, Tarik A.

“…Analyzing stochastic algorithms for comprehensive performance and comparison across diverse contexts is essential…”
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Auxiliary model‐based recursive least squares and stochastic gradient algorithms and convergence analysis for feedback nonlinear output‐error systems Autor Miao, Guangqin, Yang, Dan, Ding, Feng

“… The auxiliary model‐based recursive least squares algorithm and the auxiliary model‐based stochastic gradient algorithm are derived for parameter estimation…”
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Leaky-FXLMS algorithm: stochastic analysis for Gaussian data and secondary path modeling error Autor Tobias, O.J., Seara, R.

“…This paper presents a stochastic analysis of the leaky filtered-X least-mean-square (LFXLMS) algorithm…”
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Optimal non-asymptotic analysis of the Ruppert–Polyak averaging stochastic algorithm Autor Gadat, Sébastien, Panloup, Fabien

“…] for the minimization of a smooth function f with a stochastic algorithm. We first establish a general non-asymptotic optimal bound: if θˆ…”
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Improving the small-signal stability of a stochastic power system — Algorithms and mathematical analysis Autor Wang, Zhen, Xi, Kaihua, Cheng, Aijie, Lin, Hai Xiang, van Schuppen, Jan H.

“…Tools and analysis for improving the small-signal stability of a stochastic power system by optimal power dispatch in each short time horizon, such as five-minute intervals, are provided in this paper…”
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Hardware ODE solvers using stochastic circuits Autor Siting Liu, Jie Han

“…A novel ordinary differential equation (ODE) solver is proposed by using a stochastic integrator to implement the accumulative function of the Euler method…”
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Model‐Free Approximate Dynamic Programming for Stochastic Zero‐Sum Games: Algorithm Design and Analysis Autor Guo, Liangyuan, Wang, Bing‐Chang, Dong, Hailing

“… A comparative analysis of model‐free algorithms and their equivalence relationships is examined…”
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Stability analysis of distributed Kalman filtering algorithm for stochastic regression model: Stability analysis of distributed Autor Xie, Siyu, Gan, Die, Liu, Zhixin

“…The work proposes a distributed Kalman filtering (KF) algorithm to track a time-varying unknown signal process for a stochastic regression model over network systems in a cooperative way…”
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CFPU: Configurable floating point multiplier for energy-efficient computing Autor Imani, Mohsen, Peroni, Daniel, Rosing, Tajana

“…Many applications, such as machine learning and data sensing are statistical in nature and can tolerate some level of inaccuracy in their computation…”
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Stochastic Analysis of FxLMS Algorithm for Feedback Active Noise Control Autor Wang, Cong, Wu, Ming, Zhou, Shuang, Yang, Jun

“… This paper presents the stochastic analysis of a feedback ANC system based on the filtered-x least mean square (FxLMS…”
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Parametric Study of Stochastic Subspace Algorithms in Modal Analysis of Moment‐Resistant Frames Autor Mehran Pourgholi, Saied Mahdavi

“… in external excitations, and more. Hence, this paper proposes a process that employs stochastic subspace identification (SSI…”
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A filtered-x weighted accumulated LMS algorithm: Stochastic analysis and simulations for narrowband active noise control system Autor Bo, Zhong, Yang, Jingli, Sun, Chao, Jiang, Shouda

“…) algorithm have been proposed for improved operation. The filtered-x weighted accumulated LMS (FXWALMS…”
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Stochastic analysis of average-based distributed algorithms Autor Mocquard, Yves, Robin, Frédérique, Séricola, Bruno, Anceaume, Emmanuelle

“…We analyze average-based distributed algorithms relying on simple and pairwise random interactions among a large and unknown number of anonymous agents…”
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Convergence analysis of an iterative algorithm to solve system of nonlinear stochastic Itô‐Volterra integral equations Autor Saffarzadeh, Masoud, Heydari, Mohammad, Barid Loghmani, Ghasem

“…In this paper, an efficient and accurate numerical iterative algorithm based on the linear spline interpolation for solving the system of nonlinear stochastic Itô…”
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Convergence analysis of stochastic higher-order majorization-minimization algorithms Autor Lupu, Daniela, Necoara, Ion

“…Majorization-minimization schemes are a broad class of iterative methods targeting general optimization problems, including nonconvex, nonsmooth and stochastic…”
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Diffusion sign-error LMS algorithm: Formulation and stochastic behavior analysis Autor Ni, Jingen, Chen, Jie, Chen, Xiaoping

“… Furthermore, the stochastic behavior of the DSE-LMS algorithm is analyzed for Gaussian inputs and contaminated Gaussian noise based on Price's theorem…”
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A novel evidence combination method based on stochastic approach for link-structure analysis algorithm and Lance-Williams distance Autor Tang, Qi, Xiao, Jianyu, Wu, Kefeng

“…In response to the traditional Dempster–Shafer (D-S) combination rule that cannot handle highly conflicting evidence, an evidence combination method based on the stochastic approach for link-structure analysis (SALSA…”
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Simulating single-cell metabolism using a stochastic flux-balance analysis algorithm Autor Tourigny, David S, Goldberg, Arthur P, Karr, Jonathan R

“… To address this challenge, we developed stochastic simulation algorithm with flux-balance analysis embedded (SSA-FBA…”
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