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ESANN
2004
13 years 11 months ago
A New Learning Rates Adaptation Strategy for the Resilient Propagation Algorithm
In this paper we propose an Rprop modification that builds on a mathematical framework for the convergence analysis to equip Rprop with a learning rates adaptation strategy that en...
Aristoklis D. Anastasiadis, George D. Magoulas, Mi...
GECCO
2011
Springer
224views Optimization» more  GECCO 2011»
13 years 1 months ago
Mirrored sampling in evolution strategies with weighted recombination
This paper introduces mirrored sampling into evolution strategies (ESs) with weighted multi-recombination. Two further heuristics are introduced: pairwise selection selects at mos...
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
ESA
2004
Springer
130views Algorithms» more  ESA 2004»
14 years 3 months ago
Convergence Properties of the Gravitational Algorithm in Asynchronous Robot Systems
This paper considers the convergence problem in autonomous mobile robot systems. A natural algorithm for the problem requires the robots to move towards their center of gravity. Th...
Reuven Cohen, David Peleg
EJASP
2010
142views more  EJASP 2010»
13 years 4 months ago
Linear High-Order Distributed Average Consensus Algorithm in Wireless Sensor Networks
This paper presents a linear high-order distributed average consensus (DAC) algorithm for wireless sensor networks. The average consensus property and convergence rate of the high...
Gang Xiong, Shalinee Kishore
APPROX
2006
Springer
121views Algorithms» more  APPROX 2006»
14 years 1 months ago
A Randomized Solver for Linear Systems with Exponential Convergence
Abstract. The Kaczmarz method for solving linear systems of equations Ax = b is an iterative algorithm that has found many applications ranging from computer tomography to digital ...
Thomas Strohmer, Roman Vershynin