22 citations · 53 across the 13 of their papers we have counts for
13 papers
Asynchronous iterations of HSS method for non-Hermitian linear systems
Guillaume Gbikpi-Benissan, Qinmeng Zou, Frédéric Magoulès
A general asynchronous alternating iterative model is designed, for which convergence is theoretically ensured both under classical spectral radius bound and, then, for a classical…
GMRES algorithms over 35 years
Qinmeng Zou
This paper is about GMRES algorithms for the solution of nonsingular linear systems. We first consider basic algorithms and study their convergence. We then focus on acceleration s…
On Extensions of Limited Memory Steepest Descent Method
Qinmeng Zou, Frederic Magoules
We present some extensions to the limited memory steepest descent method based on spectral properties and cyclic iterations. Our aim is to show that it is possible to combine sweep…
Recent Developments in Iterative Methods for Reducing Synchronization
Qinmeng Zou, Frederic Magoules
On modern parallel architectures, the cost of synchronization among processors can often dominate the cost of floating-point computation. Several modifications of the existing meth…
Fast Gradient Methods with Alignment for Symmetric Linear Systems without Using Cauchy Step
Qinmeng Zou, Frederic Magoules
The performance of gradient methods has been considerably improved by the introduction of delayed parameters. After two and a half decades, the revealing of second-order informatio…
Parameter Estimation in the Hermitian and Skew-Hermitian Splitting Method Using Gradient Iterations
Qinmeng Zou, Frederic Magoules
This paper presents enhancement strategies for the Hermitian and skew-Hermitian splitting method based on gradient iterations. The spectral properties are exploited for the paramet…
Asynchronous Time-Parallel Method based on Laplace Transform
Frederic Magoules, Qinmeng Zou
Laplace transform method has proved to be very efficient and easy to parallelize for the solution of time-dependent problems. However, the synchronization delay among processors im…
GPU Accelerated Contactless Human Machine Interface for Driving Car
Frederic Magoules, Qinmeng Zou
In this paper we present an original contactless human machine interface for driving car. The proposed framework is based on the image sent by a simple camera device, which is then…
A Novel Contactless Human Machine Interface based on Machine Learning
Frederic Magoules, Qinmeng Zou
This paper describes a global framework that enables contactless human machine interaction using computer vision and machine learning techniques. The main originality of our framew…
Convergence Detection of Asynchronous Iterations based on Modified Recursive Doubling
Qinmeng Zou, Frederic Magoules
This paper addresses the distributed convergence detection problem in asynchronous iterations. A modified recursive doubling algorithm is investigated in order to adapt to the non-…
A New Cyclic Gradient Method Adapted to Large-Scale Linear Systems
Qinmeng Zou, Frederic Magoules
This paper proposes a new gradient method to solve the large-scale problems. Theoretical analysis shows that the new method has finite termination property for two dimensions and c…
Asynchronous Communications Library for the Parallel-in-Time Solution of Black-Scholes Equation
Qinmeng Zou, Guillaume Gbikpi-Benissan, Frederic Magoules
The advent of asynchronous iterative scheme gives high efficiency to numerical computations. However, it is generally difficult to handle the problems of resource management and co…
Asynchronous Parareal Algorithm Applied to European Option Pricing
Qinmeng Zou, Guillaume Gbikpi-Benissan, Frederic Magoules
Asynchronous iterations arise naturally in parallel computing if one wants to solve large problems with a minimization of the idle times. This paper presents an original model of a…