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Convergence Analysis for Anderson Acceleration

SIAM Journal on Numerical Analysis, 2015
Anderson($m$) is a method for acceleration of fixed point iteration which stores m+1 prior evaluations of the fixed point map and computes the new iteration as a linear combination of those evaluations. Anderson(0) is fixed point iteration. In this paper we show that Anderson($m$) is locally r-linearly convergent if the fixed point map is a contraction
Alex Toth, C. T. Kelley
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Convergence Analysis of Stochastic Algorithms

Mathematics of Operations Research, 1996
This paper investigates asymptotic convergence to stationary points of gradient descent algorithms where the functions involved are not available in closed form but are approximated by sequences of random functions. The algorithms take large stepsizes and use progressively finer precision at successive iterations.
Alexander Shapiro 0001, Yorai Wardi
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Turbo-equalization: convergence analysis

2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221), 2002
We investigate a sub-optimal iterative receiver for joint equalization and decoding called a turbo-equalizer. We view the evolution of the error variance of the transmitted symbols through iterative processing, obtaining the convergence analysis. This allows us to predict the asymptotic performance (when the turbo-equalizer has converged) but also the ...
Aline Roumy   +4 more
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A bibliometric analysis on innovation convergence

Library Hi Tech, 2022
PurposeInnovation convergence is critical to national or regional economic growth patterns. This article provides a systematic review of innovation convergence research through qualitative discussions combined with bibliometric methods. Through this article, researchers interested in the field of innovation convergence can quickly understand the ...
Wenyue Cui   +3 more
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Convergence analysis of cautious control

Science in China Series F, 2006
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Yanxia Zhang, Lei Guo 0001
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The Possibility of Analysis: Convergence and Proofs of Convergence

2018
We raise the issues of convergence and proofs of convergence for processes of philosophical analysis in the styles of Russell and early Wittgenstein. Here, ‘convergence’ means that the process results, once started on its inputs, in completely analyzed propositions.
David Fisher, David Charles McCarty
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